id sid tid token lemma pos kim-ai-2021 1 1 Chapter chapter NN kim-ai-2021 1 2 7 7 CD kim-ai-2021 1 3 AI AI NNP kim-ai-2021 1 4 and and CC kim-ai-2021 1 5 Its -PRON- PRP$ kim-ai-2021 1 6 Moral Moral NNP kim-ai-2021 1 7 Concerns Concerns NNPS kim-ai-2021 1 8 Bohyun Bohyun NNP kim-ai-2021 1 9 Kim Kim NNP kim-ai-2021 1 10 University University NNP kim-ai-2021 1 11 of of IN kim-ai-2021 1 12 Rhode Rhode NNP kim-ai-2021 1 13 Island Island NNP kim-ai-2021 1 14 Automating Automating NNP kim-ai-2021 1 15 Decisions Decisions NNPS kim-ai-2021 1 16 and and CC kim-ai-2021 1 17 Actions Actions NNPS kim-ai-2021 1 18 The the DT kim-ai-2021 1 19 goal goal NN kim-ai-2021 1 20 of of IN kim-ai-2021 1 21 artificial artificial JJ kim-ai-2021 1 22 intelligence intelligence NN kim-ai-2021 1 23 ( ( -LRB- kim-ai-2021 1 24 AI AI NNP kim-ai-2021 1 25 ) ) -RRB- kim-ai-2021 1 26 as as IN kim-ai-2021 1 27 a a DT kim-ai-2021 1 28 discipline discipline NN kim-ai-2021 1 29 is be VBZ kim-ai-2021 1 30 to to TO kim-ai-2021 1 31 create create VB kim-ai-2021 1 32 an an DT kim-ai-2021 1 33 artificial artificial JJ kim-ai-2021 1 34 system system NN kim-ai-2021 1 35 — — : kim-ai-2021 1 36 whether whether IN kim-ai-2021 1 37 it -PRON- PRP kim-ai-2021 1 38 be be VB kim-ai-2021 1 39 a a DT kim-ai-2021 1 40 piece piece NN kim-ai-2021 1 41 of of IN kim-ai-2021 1 42 software software NN kim-ai-2021 1 43 or or CC kim-ai-2021 1 44 a a DT kim-ai-2021 1 45 machine machine NN kim-ai-2021 1 46 with with IN kim-ai-2021 1 47 a a DT kim-ai-2021 1 48 physical physical JJ kim-ai-2021 1 49 body body NN kim-ai-2021 1 50 — — : kim-ai-2021 1 51 that that DT kim-ai-2021 1 52 is be VBZ kim-ai-2021 1 53 as as RB kim-ai-2021 1 54 intelligent intelligent JJ kim-ai-2021 1 55 as as IN kim-ai-2021 1 56 a a DT kim-ai-2021 1 57 human human NN kim-ai-2021 1 58 in in IN kim-ai-2021 1 59 its -PRON- PRP$ kim-ai-2021 1 60 performance performance NN kim-ai-2021 1 61 , , , kim-ai-2021 1 62 either either CC kim-ai-2021 1 63 broadly broadly RB kim-ai-2021 1 64 in in IN kim-ai-2021 1 65 all all DT kim-ai-2021 1 66 areas area NNS kim-ai-2021 1 67 of of IN kim-ai-2021 1 68 human human JJ kim-ai-2021 1 69 activities activity NNS kim-ai-2021 1 70 or or CC kim-ai-2021 1 71 narrowly narrowly RB kim-ai-2021 1 72 in in IN kim-ai-2021 1 73 a a DT kim-ai-2021 1 74 specific specific JJ kim-ai-2021 1 75 activity activity NN kim-ai-2021 1 76 , , , kim-ai-2021 1 77 such such JJ kim-ai-2021 1 78 as as IN kim-ai-2021 1 79 playing play VBG kim-ai-2021 1 80 chess chess NN kim-ai-2021 1 81 or or CC kim-ai-2021 1 82 driving.1 driving.1 CD kim-ai-2021 1 83 The the DT kim-ai-2021 1 84 actual actual JJ kim-ai-2021 1 85 capability capability NN kim-ai-2021 1 86 of of IN kim-ai-2021 1 87 most most JJS kim-ai-2021 1 88 AI AI NNP kim-ai-2021 1 89 systems system NNS kim-ai-2021 1 90 remained remain VBD kim-ai-2021 1 91 far far RB kim-ai-2021 1 92 below below IN kim-ai-2021 1 93 this this DT kim-ai-2021 1 94 ambitious ambitious JJ kim-ai-2021 1 95 goal goal NN kim-ai-2021 1 96 for for IN kim-ai-2021 1 97 a a DT kim-ai-2021 1 98 long long JJ kim-ai-2021 1 99 time time NN kim-ai-2021 1 100 . . . kim-ai-2021 2 1 But but CC kim-ai-2021 2 2 with with IN kim-ai-2021 2 3 recent recent JJ kim-ai-2021 2 4 successes success NNS kim-ai-2021 2 5 with with IN kim-ai-2021 2 6 machine machine NN kim-ai-2021 2 7 learning learning NN kim-ai-2021 2 8 and and CC kim-ai-2021 2 9 deep deep JJ kim-ai-2021 2 10 learning learning NN kim-ai-2021 2 11 , , , kim-ai-2021 2 12 the the DT kim-ai-2021 2 13 performance performance NN kim-ai-2021 2 14 of of IN kim-ai-2021 2 15 some some DT kim-ai-2021 2 16 AI AI NNP kim-ai-2021 2 17 programs program NNS kim-ai-2021 2 18 has have VBZ kim-ai-2021 2 19 started start VBN kim-ai-2021 2 20 surpassing surpass VBG kim-ai-2021 2 21 that that DT kim-ai-2021 2 22 of of IN kim-ai-2021 2 23 humans human NNS kim-ai-2021 2 24 . . . kim-ai-2021 3 1 In in IN kim-ai-2021 3 2 2016 2016 CD kim-ai-2021 3 3 , , , kim-ai-2021 3 4 an an DT kim-ai-2021 3 5 AI AI NNP kim-ai-2021 3 6 program program NN kim-ai-2021 3 7 developed develop VBN kim-ai-2021 3 8 with with IN kim-ai-2021 3 9 the the DT kim-ai-2021 3 10 deep deep JJ kim-ai-2021 3 11 learning learning NN kim-ai-2021 3 12 method method NN kim-ai-2021 3 13 , , , kim-ai-2021 3 14 AlphaGo AlphaGo NNP kim-ai-2021 3 15 , , , kim-ai-2021 3 16 astonished astonish VBD kim-ai-2021 3 17 even even RB kim-ai-2021 3 18 its -PRON- PRP$ kim-ai-2021 3 19 creators creator NNS kim-ai-2021 3 20 by by IN kim-ai-2021 3 21 winning win VBG kim-ai-2021 3 22 four four CD kim-ai-2021 3 23 out out IN kim-ai-2021 3 24 of of IN kim-ai-2021 3 25 five five CD kim-ai-2021 3 26 Go Go NNP kim-ai-2021 3 27 matches match NNS kim-ai-2021 3 28 with with IN kim-ai-2021 3 29 the the DT kim-ai-2021 3 30 eighteen eighteen CD kim-ai-2021 3 31 - - HYPH kim-ai-2021 3 32 time time NN kim-ai-2021 3 33 world world NN kim-ai-2021 3 34 champion champion NN kim-ai-2021 3 35 , , , kim-ai-2021 3 36 Sedol Sedol NNP kim-ai-2021 3 37 Lee.2 Lee.2 VBZ kim-ai-2021 3 38 In in IN kim-ai-2021 3 39 2020 2020 CD kim-ai-2021 3 40 , , , kim-ai-2021 3 41 Google Google NNP kim-ai-2021 3 42 ’s ’s NNP kim-ai-2021 3 43 DeepMind DeepMind NNP kim-ai-2021 3 44 unveiled unveil VBD kim-ai-2021 3 45 Atari57 Atari57 NNP kim-ai-2021 3 46 , , , kim-ai-2021 3 47 a a DT kim-ai-2021 3 48 deep deep JJ kim-ai-2021 3 49 reinforcement reinforcement NN kim-ai-2021 3 50 learning learn VBG kim-ai-2021 3 51 algorithm algorithm NN kim-ai-2021 3 52 that that WDT kim-ai-2021 3 53 reached reach VBD kim-ai-2021 3 54 superhuman superhuman JJ kim-ai-2021 3 55 levels level NNS kim-ai-2021 3 56 of of IN kim-ai-2021 3 57 play play NN kim-ai-2021 3 58 in in IN kim-ai-2021 3 59 57 57 CD kim-ai-2021 3 60 classic classic JJ kim-ai-2021 3 61 Atari Atari NNP kim-ai-2021 3 62 games.3 games.3 CD kim-ai-2021 3 63 Early early JJ kim-ai-2021 3 64 symbolic symbolic JJ kim-ai-2021 3 65 AI AI NNP kim-ai-2021 3 66 systems system NNS kim-ai-2021 3 67 determined determine VBD kim-ai-2021 3 68 their -PRON- PRP$ kim-ai-2021 3 69 outputs output NNS kim-ai-2021 3 70 based base VBN kim-ai-2021 3 71 upon upon IN kim-ai-2021 3 72 given give VBN kim-ai-2021 3 73 rules rule NNS kim-ai-2021 3 74 and and CC kim-ai-2021 3 75 logical logical JJ kim-ai-2021 3 76 in- in- JJ kim-ai-2021 3 77 ference ference NN kim-ai-2021 3 78 . . . kim-ai-2021 4 1 AI AI NNP kim-ai-2021 4 2 algorithms algorithm NNS kim-ai-2021 4 3 in in IN kim-ai-2021 4 4 these these DT kim-ai-2021 4 5 rule rule NN kim-ai-2021 4 6 - - HYPH kim-ai-2021 4 7 based base VBN kim-ai-2021 4 8 systems system NNS kim-ai-2021 4 9 , , , kim-ai-2021 4 10 also also RB kim-ai-2021 4 11 known know VBN kim-ai-2021 4 12 as as IN kim-ai-2021 4 13 good good JJ kim-ai-2021 4 14 old old JJ kim-ai-2021 4 15 - - HYPH kim-ai-2021 4 16 fashioned fashioned JJ kim-ai-2021 4 17 AI AI NNP kim-ai-2021 4 18 ( ( -LRB- kim-ai-2021 4 19 GO- GO- NNP kim-ai-2021 4 20 FAI FAI NNP kim-ai-2021 4 21 ) ) -RRB- kim-ai-2021 4 22 , , , kim-ai-2021 4 23 are be VBP kim-ai-2021 4 24 pre pre JJ kim-ai-2021 4 25 - - VBN kim-ai-2021 4 26 determined determined JJ kim-ai-2021 4 27 , , , kim-ai-2021 4 28 predictable predictable JJ kim-ai-2021 4 29 , , , kim-ai-2021 4 30 and and CC kim-ai-2021 4 31 transparent transparent JJ kim-ai-2021 4 32 . . . kim-ai-2021 5 1 On on IN kim-ai-2021 5 2 the the DT kim-ai-2021 5 3 other other JJ kim-ai-2021 5 4 hand hand NN kim-ai-2021 5 5 , , , kim-ai-2021 5 6 machine machine NN kim-ai-2021 5 7 learning learning NN kim-ai-2021 5 8 , , , kim-ai-2021 5 9 1Note 1note CD kim-ai-2021 5 10 that that IN kim-ai-2021 5 11 by by IN kim-ai-2021 5 12 ‘ ' `` kim-ai-2021 5 13 as as RB kim-ai-2021 5 14 intelligent intelligent JJ kim-ai-2021 5 15 as as IN kim-ai-2021 5 16 a a DT kim-ai-2021 5 17 human human NN kim-ai-2021 5 18 , , , kim-ai-2021 5 19 ’ ' '' kim-ai-2021 5 20 I -PRON- PRP kim-ai-2021 5 21 only only RB kim-ai-2021 5 22 mean mean VBP kim-ai-2021 5 23 AI AI NNP kim-ai-2021 5 24 at at IN kim-ai-2021 5 25 human human JJ kim-ai-2021 5 26 - - HYPH kim-ai-2021 5 27 level level NN kim-ai-2021 5 28 performance performance NN kim-ai-2021 5 29 in in IN kim-ai-2021 5 30 achieving achieve VBG kim-ai-2021 5 31 a a DT kim-ai-2021 5 32 particular particular JJ kim-ai-2021 5 33 goal goal NN kim-ai-2021 5 34 not not RB kim-ai-2021 5 35 general(/strong general(/strong JJ kim-ai-2021 5 36 ) ) -RRB- kim-ai-2021 5 37 AI AI NNP kim-ai-2021 5 38 . . . kim-ai-2021 6 1 General General NNP kim-ai-2021 6 2 AI AI NNP kim-ai-2021 6 3 — — : kim-ai-2021 6 4 also also RB kim-ai-2021 6 5 known know VBN kim-ai-2021 6 6 as as IN kim-ai-2021 6 7 ‘ ' `` kim-ai-2021 6 8 artificial artificial JJ kim-ai-2021 6 9 general general JJ kim-ai-2021 6 10 intelligence intelligence NN kim-ai-2021 6 11 ( ( -LRB- kim-ai-2021 6 12 AGI AGI NNP kim-ai-2021 6 13 ) ) -RRB- kim-ai-2021 6 14 ’ ' '' kim-ai-2021 6 15 and and CC kim-ai-2021 6 16 ‘ ' `` kim-ai-2021 6 17 strong strong JJ kim-ai-2021 6 18 AI’—refers AI’—refers '' kim-ai-2021 6 19 to to IN kim-ai-2021 6 20 AI AI NNP kim-ai-2021 6 21 with with IN kim-ai-2021 6 22 the the DT kim-ai-2021 6 23 ability ability NN kim-ai-2021 6 24 to to TO kim-ai-2021 6 25 adapt adapt VB kim-ai-2021 6 26 to to TO kim-ai-2021 6 27 achieve achieve VB kim-ai-2021 6 28 any any DT kim-ai-2021 6 29 goals goal NNS kim-ai-2021 6 30 . . . kim-ai-2021 7 1 By by IN kim-ai-2021 7 2 contrast contrast NN kim-ai-2021 7 3 , , , kim-ai-2021 7 4 an an DT kim-ai-2021 7 5 AI AI NNP kim-ai-2021 7 6 system system NN kim-ai-2021 7 7 developed develop VBD kim-ai-2021 7 8 to to TO kim-ai-2021 7 9 perform perform VB kim-ai-2021 7 10 only only RB kim-ai-2021 7 11 one one CD kim-ai-2021 7 12 or or CC kim-ai-2021 7 13 some some DT kim-ai-2021 7 14 activities activity NNS kim-ai-2021 7 15 in in IN kim-ai-2021 7 16 a a DT kim-ai-2021 7 17 specific specific JJ kim-ai-2021 7 18 domain domain NN kim-ai-2021 7 19 is be VBZ kim-ai-2021 7 20 called call VBN kim-ai-2021 7 21 a a DT kim-ai-2021 7 22 ‘ ' `` kim-ai-2021 7 23 narrow narrow JJ kim-ai-2021 7 24 ( ( -LRB- kim-ai-2021 7 25 /weak /weak NFP kim-ai-2021 7 26 ) ) -RRB- kim-ai-2021 7 27 AI AI NNP kim-ai-2021 7 28 ’ ' '' kim-ai-2021 7 29 system system NN kim-ai-2021 7 30 . . . kim-ai-2021 8 1 2AlphaGo 2alphago LS kim-ai-2021 8 2 can can MD kim-ai-2021 8 3 be be VB kim-ai-2021 8 4 said say VBN kim-ai-2021 8 5 to to TO kim-ai-2021 8 6 be be VB kim-ai-2021 8 7 “ " `` kim-ai-2021 8 8 as as RB kim-ai-2021 8 9 intelligent intelligent JJ kim-ai-2021 8 10 as as IN kim-ai-2021 8 11 humans human NNS kim-ai-2021 8 12 , , , kim-ai-2021 8 13 ” " '' kim-ai-2021 8 14 but but CC kim-ai-2021 8 15 only only RB kim-ai-2021 8 16 in in IN kim-ai-2021 8 17 playing play VBG kim-ai-2021 8 18 Go Go NNP kim-ai-2021 8 19 , , , kim-ai-2021 8 20 where where WRB kim-ai-2021 8 21 it -PRON- PRP kim-ai-2021 8 22 exceeds exceed VBZ kim-ai-2021 8 23 human human JJ kim-ai-2021 8 24 capability capability NN kim-ai-2021 8 25 . . . kim-ai-2021 9 1 So so CC kim-ai-2021 9 2 , , , kim-ai-2021 9 3 it -PRON- PRP kim-ai-2021 9 4 does do VBZ kim-ai-2021 9 5 not not RB kim-ai-2021 9 6 qualify qualify VB kim-ai-2021 9 7 as as IN kim-ai-2021 9 8 general general JJ kim-ai-2021 9 9 / / SYM kim-ai-2021 9 10 strong strong JJ kim-ai-2021 9 11 AI AI NNP kim-ai-2021 9 12 in in IN kim-ai-2021 9 13 spite spite NN kim-ai-2021 9 14 of of IN kim-ai-2021 9 15 its -PRON- PRP$ kim-ai-2021 9 16 human human JJ kim-ai-2021 9 17 - - HYPH kim-ai-2021 9 18 level level NN kim-ai-2021 9 19 intelligence intelligence NN kim-ai-2021 9 20 in in IN kim-ai-2021 9 21 Go go NN kim-ai-2021 9 22 - - HYPH kim-ai-2021 9 23 playing playing NN kim-ai-2021 9 24 . . . kim-ai-2021 10 1 It -PRON- PRP kim-ai-2021 10 2 is be VBZ kim-ai-2021 10 3 to to TO kim-ai-2021 10 4 be be VB kim-ai-2021 10 5 noted note VBN kim-ai-2021 10 6 that that IN kim-ai-2021 10 7 general(/strong general(/strong NN kim-ai-2021 10 8 ) ) -RRB- kim-ai-2021 10 9 AI AI NNP kim-ai-2021 10 10 and and CC kim-ai-2021 10 11 narrow(/weak narrow(/weak JJ kim-ai-2021 10 12 ) ) -RRB- kim-ai-2021 10 13 AI AI NNP kim-ai-2021 10 14 signify signify VB kim-ai-2021 10 15 the the DT kim-ai-2021 10 16 difference difference NN kim-ai-2021 10 17 in in IN kim-ai-2021 10 18 the the DT kim-ai-2021 10 19 scope scope NN kim-ai-2021 10 20 of of IN kim-ai-2021 10 21 AI AI NNP kim-ai-2021 10 22 capability capability NN kim-ai-2021 10 23 . . . kim-ai-2021 11 1 General(/strong General(/strong NFP kim-ai-2021 11 2 ) ) -RRB- kim-ai-2021 11 3 AI AI NNP kim-ai-2021 11 4 is be VBZ kim-ai-2021 11 5 also also RB kim-ai-2021 11 6 a a DT kim-ai-2021 11 7 broader broad JJR kim-ai-2021 11 8 concept concept NN kim-ai-2021 11 9 than than IN kim-ai-2021 11 10 human human NN kim-ai-2021 11 11 - - HYPH kim-ai-2021 11 12 like like JJ kim-ai-2021 11 13 intelligence intelligence NN kim-ai-2021 11 14 , , , kim-ai-2021 11 15 either either CC kim-ai-2021 11 16 with with IN kim-ai-2021 11 17 its -PRON- PRP$ kim-ai-2021 11 18 carbon carbon NN kim-ai-2021 11 19 - - HYPH kim-ai-2021 11 20 based base VBN kim-ai-2021 11 21 substrate substrate NN kim-ai-2021 11 22 or or CC kim-ai-2021 11 23 with with IN kim-ai-2021 11 24 human human NN kim-ai-2021 11 25 - - HYPH kim-ai-2021 11 26 like like JJ kim-ai-2021 11 27 understanding understanding NN kim-ai-2021 11 28 that that WDT kim-ai-2021 11 29 relies rely VBZ kim-ai-2021 11 30 on on IN kim-ai-2021 11 31 what what WP kim-ai-2021 11 32 we -PRON- PRP kim-ai-2021 11 33 regard regard VBP kim-ai-2021 11 34 as as IN kim-ai-2021 11 35 uniquely uniquely RB kim-ai-2021 11 36 human human JJ kim-ai-2021 11 37 cognitive cognitive JJ kim-ai-2021 11 38 states state NNS kim-ai-2021 11 39 such such JJ kim-ai-2021 11 40 as as IN kim-ai-2021 11 41 consciousness consciousness NN kim-ai-2021 11 42 , , , kim-ai-2021 11 43 qualia quale NNS kim-ai-2021 11 44 , , , kim-ai-2021 11 45 emotions emotion NNS kim-ai-2021 11 46 , , , kim-ai-2021 11 47 and and CC kim-ai-2021 11 48 so so RB kim-ai-2021 11 49 on on RB kim-ai-2021 11 50 . . . kim-ai-2021 12 1 For for IN kim-ai-2021 12 2 more more RBR kim-ai-2021 12 3 helpful helpful JJ kim-ai-2021 12 4 descriptions description NNS kim-ai-2021 12 5 of of IN kim-ai-2021 12 6 common common JJ kim-ai-2021 12 7 terms term NNS kim-ai-2021 12 8 in in IN kim-ai-2021 12 9 AI AI NNP kim-ai-2021 12 10 , , , kim-ai-2021 12 11 see see VB kim-ai-2021 12 12 ( ( -LRB- kim-ai-2021 12 13 Tegmark Tegmark NNP kim-ai-2021 12 14 2017 2017 CD kim-ai-2021 12 15 , , , kim-ai-2021 12 16 39 39 CD kim-ai-2021 12 17 ) ) -RRB- kim-ai-2021 12 18 . . . kim-ai-2021 13 1 For for IN kim-ai-2021 13 2 more more JJR kim-ai-2021 13 3 on on IN kim-ai-2021 13 4 the the DT kim-ai-2021 13 5 match match NN kim-ai-2021 13 6 between between IN kim-ai-2021 13 7 AlphaGo AlphaGo NNP kim-ai-2021 13 8 and and CC kim-ai-2021 13 9 Sedol Sedol NNP kim-ai-2021 13 10 Lee Lee NNP kim-ai-2021 13 11 , , , kim-ai-2021 13 12 see see VB kim-ai-2021 13 13 ( ( -LRB- kim-ai-2021 13 14 Koch Koch NNP kim-ai-2021 13 15 2016 2016 CD kim-ai-2021 13 16 ) ) -RRB- kim-ai-2021 13 17 . . . kim-ai-2021 14 1 3Deep 3deep JJ kim-ai-2021 14 2 reinforcement reinforcement NN kim-ai-2021 14 3 learning learning NN kim-ai-2021 14 4 is be VBZ kim-ai-2021 14 5 a a DT kim-ai-2021 14 6 type type NN kim-ai-2021 14 7 of of IN kim-ai-2021 14 8 deep deep JJ kim-ai-2021 14 9 learning learning NN kim-ai-2021 14 10 that that WDT kim-ai-2021 14 11 is be VBZ kim-ai-2021 14 12 goal goal NN kim-ai-2021 14 13 - - HYPH kim-ai-2021 14 14 oriented orient VBN kim-ai-2021 14 15 and and CC kim-ai-2021 14 16 reward reward NN kim-ai-2021 14 17 - - HYPH kim-ai-2021 14 18 based base VBN kim-ai-2021 14 19 . . . kim-ai-2021 15 1 See see VB kim-ai-2021 15 2 ( ( -LRB- kim-ai-2021 15 3 Heaven Heaven NNP kim-ai-2021 15 4 2020 2020 CD kim-ai-2021 15 5 ) ) -RRB- kim-ai-2021 15 6 . . . kim-ai-2021 16 1 73 73 CD kim-ai-2021 16 2 74 74 CD kim-ai-2021 16 3 Machine Machine NNP kim-ai-2021 16 4 Learning Learning NNP kim-ai-2021 16 5 , , , kim-ai-2021 16 6 Libraries Libraries NNPS kim-ai-2021 16 7 , , , kim-ai-2021 16 8 and and CC kim-ai-2021 16 9 Cross Cross NNP kim-ai-2021 16 10 - - NNP kim-ai-2021 16 11 Disciplinary Disciplinary NNP kim-ai-2021 16 12 ResearchǔChapter ResearchǔChapter NNP kim-ai-2021 16 13 7 7 CD kim-ai-2021 16 14 another another DT kim-ai-2021 16 15 approach approach NN kim-ai-2021 16 16 in in IN kim-ai-2021 16 17 AI AI NNP kim-ai-2021 16 18 , , , kim-ai-2021 16 19 enables enable VBZ kim-ai-2021 16 20 an an DT kim-ai-2021 16 21 AI ai NN kim-ai-2021 16 22 algorithm algorithm NN kim-ai-2021 16 23 to to TO kim-ai-2021 16 24 evolve evolve VB kim-ai-2021 16 25 to to TO kim-ai-2021 16 26 identify identify VB kim-ai-2021 16 27 a a DT kim-ai-2021 16 28 pattern pattern NN kim-ai-2021 16 29 through through IN kim-ai-2021 16 30 the the DT kim-ai-2021 16 31 so- so- NN kim-ai-2021 16 32 called call VBN kim-ai-2021 16 33 ‘ ' `` kim-ai-2021 16 34 training train VBG kim-ai-2021 16 35 ’ ' '' kim-ai-2021 16 36 process process NN kim-ai-2021 16 37 , , , kim-ai-2021 16 38 which which WDT kim-ai-2021 16 39 relies rely VBZ kim-ai-2021 16 40 on on IN kim-ai-2021 16 41 a a DT kim-ai-2021 16 42 large large JJ kim-ai-2021 16 43 amount amount NN kim-ai-2021 16 44 of of IN kim-ai-2021 16 45 data datum NNS kim-ai-2021 16 46 and and CC kim-ai-2021 16 47 statistics statistic NNS kim-ai-2021 16 48 . . . kim-ai-2021 17 1 Deep deep JJ kim-ai-2021 17 2 learning learning NN kim-ai-2021 17 3 , , , kim-ai-2021 17 4 one one CD kim-ai-2021 17 5 of of IN kim-ai-2021 17 6 the the DT kim-ai-2021 17 7 widely widely RB kim-ai-2021 17 8 - - HYPH kim-ai-2021 17 9 used use VBN kim-ai-2021 17 10 techniques technique NNS kim-ai-2021 17 11 in in IN kim-ai-2021 17 12 machine machine NN kim-ai-2021 17 13 learning learning NN kim-ai-2021 17 14 , , , kim-ai-2021 17 15 further further JJ kim-ai-2021 17 16 refines refine NNS kim-ai-2021 17 17 this this DT kim-ai-2021 17 18 training training NN kim-ai-2021 17 19 process process NN kim-ai-2021 17 20 using use VBG kim-ai-2021 17 21 a a DT kim-ai-2021 17 22 ‘ ' `` kim-ai-2021 17 23 neural neural JJ kim-ai-2021 17 24 network network NN kim-ai-2021 17 25 . . . kim-ai-2021 17 26 ’4 ’4 NNP kim-ai-2021 17 27 Machine Machine NNP kim-ai-2021 17 28 learning learning NN kim-ai-2021 17 29 and and CC kim-ai-2021 17 30 deep deep JJ kim-ai-2021 17 31 learning learning NN kim-ai-2021 17 32 have have VBP kim-ai-2021 17 33 brought bring VBN kim-ai-2021 17 34 significant significant JJ kim-ai-2021 17 35 improvements improvement NNS kim-ai-2021 17 36 to to IN kim-ai-2021 17 37 the the DT kim-ai-2021 17 38 performance performance NN kim-ai-2021 17 39 of of IN kim-ai-2021 17 40 AI AI NNP kim-ai-2021 17 41 systems system NNS kim-ai-2021 17 42 in in IN kim-ai-2021 17 43 areas area NNS kim-ai-2021 17 44 such such JJ kim-ai-2021 17 45 as as IN kim-ai-2021 17 46 translation translation NN kim-ai-2021 17 47 , , , kim-ai-2021 17 48 speech speech NN kim-ai-2021 17 49 recognition recognition NN kim-ai-2021 17 50 , , , kim-ai-2021 17 51 and and CC kim-ai-2021 17 52 detecting detect VBG kim-ai-2021 17 53 objects object NNS kim-ai-2021 17 54 and and CC kim-ai-2021 17 55 predicting predict VBG kim-ai-2021 17 56 their -PRON- PRP$ kim-ai-2021 17 57 movements movement NNS kim-ai-2021 17 58 . . . kim-ai-2021 18 1 Some some DT kim-ai-2021 18 2 people people NNS kim-ai-2021 18 3 assume assume VBP kim-ai-2021 18 4 that that IN kim-ai-2021 18 5 machine machine NN kim-ai-2021 18 6 learning learn VBG kim-ai-2021 18 7 completely completely RB kim-ai-2021 18 8 replaced replace VBD kim-ai-2021 18 9 GOFAI GOFAI NNP kim-ai-2021 18 10 , , , kim-ai-2021 18 11 but but CC kim-ai-2021 18 12 this this DT kim-ai-2021 18 13 is be VBZ kim-ai-2021 18 14 a a DT kim-ai-2021 18 15 misunderstanding misunderstanding NN kim-ai-2021 18 16 . . . kim-ai-2021 19 1 Symbolic symbolic JJ kim-ai-2021 19 2 reasoning reasoning NN kim-ai-2021 19 3 and and CC kim-ai-2021 19 4 machine machine NN kim-ai-2021 19 5 learning learning NN kim-ai-2021 19 6 are be VBP kim-ai-2021 19 7 two two CD kim-ai-2021 19 8 distinct distinct JJ kim-ai-2021 19 9 but but CC kim-ai-2021 19 10 not not RB kim-ai-2021 19 11 mutually mutually RB kim-ai-2021 19 12 exclusive exclusive JJ kim-ai-2021 19 13 approaches approach NNS kim-ai-2021 19 14 in in IN kim-ai-2021 19 15 AI AI NNP kim-ai-2021 19 16 , , , kim-ai-2021 19 17 and and CC kim-ai-2021 19 18 they -PRON- PRP kim-ai-2021 19 19 can can MD kim-ai-2021 19 20 be be VB kim-ai-2021 19 21 used use VBN kim-ai-2021 19 22 together together RB kim-ai-2021 19 23 ( ( -LRB- kim-ai-2021 19 24 Knight Knight NNP kim-ai-2021 19 25 2019a 2019a CD kim-ai-2021 19 26 ) ) -RRB- kim-ai-2021 19 27 . . . kim-ai-2021 20 1 With with IN kim-ai-2021 20 2 their -PRON- PRP$ kim-ai-2021 20 3 limited limit VBN kim-ai-2021 20 4 intelligence intelligence NN kim-ai-2021 20 5 and and CC kim-ai-2021 20 6 fully fully RB kim-ai-2021 20 7 deterministic deterministic JJ kim-ai-2021 20 8 nature nature NN kim-ai-2021 20 9 , , , kim-ai-2021 20 10 early early JJ kim-ai-2021 20 11 rule rule NN kim-ai-2021 20 12 - - HYPH kim-ai-2021 20 13 based base VBN kim-ai-2021 20 14 symbolic symbolic JJ kim-ai-2021 20 15 AI AI NNP kim-ai-2021 20 16 systems system NNS kim-ai-2021 20 17 raised raise VBD kim-ai-2021 20 18 few few JJ kim-ai-2021 20 19 ethical ethical JJ kim-ai-2021 20 20 concerns.5 concerns.5 NNP kim-ai-2021 20 21 AI AI NNP kim-ai-2021 20 22 systems system NNS kim-ai-2021 20 23 that that IN kim-ai-2021 20 24 near near RB kim-ai-2021 20 25 or or CC kim-ai-2021 20 26 surpass surpass VB kim-ai-2021 20 27 human human JJ kim-ai-2021 20 28 capability capability NN kim-ai-2021 20 29 , , , kim-ai-2021 20 30 on on IN kim-ai-2021 20 31 the the DT kim-ai-2021 20 32 other other JJ kim-ai-2021 20 33 hand hand NN kim-ai-2021 20 34 , , , kim-ai-2021 20 35 are be VBP kim-ai-2021 20 36 likely likely JJ kim-ai-2021 20 37 to to TO kim-ai-2021 20 38 be be VB kim-ai-2021 20 39 given give VBN kim-ai-2021 20 40 the the DT kim-ai-2021 20 41 autonomy autonomy NN kim-ai-2021 20 42 to to TO kim-ai-2021 20 43 make make VB kim-ai-2021 20 44 their -PRON- PRP$ kim-ai-2021 20 45 own own JJ kim-ai-2021 20 46 decisions decision NNS kim-ai-2021 20 47 without without IN kim-ai-2021 20 48 humans human NNS kim-ai-2021 20 49 , , , kim-ai-2021 20 50 even even RB kim-ai-2021 20 51 when when WRB kim-ai-2021 20 52 their -PRON- PRP$ kim-ai-2021 20 53 workings working NNS kim-ai-2021 20 54 are be VBP kim-ai-2021 20 55 not not RB kim-ai-2021 20 56 entirely entirely RB kim-ai-2021 20 57 transparent transparent JJ kim-ai-2021 20 58 , , , kim-ai-2021 20 59 and and CC kim-ai-2021 20 60 some some DT kim-ai-2021 20 61 of of IN kim-ai-2021 20 62 those those DT kim-ai-2021 20 63 decisions decision NNS kim-ai-2021 20 64 are be VBP kim-ai-2021 20 65 distinc- distinc- XX kim-ai-2021 20 66 tively tively RB kim-ai-2021 20 67 moral moral JJ kim-ai-2021 20 68 in in IN kim-ai-2021 20 69 character character NN kim-ai-2021 20 70 . . . kim-ai-2021 21 1 As as IN kim-ai-2021 21 2 humans human NNS kim-ai-2021 21 3 , , , kim-ai-2021 21 4 we -PRON- PRP kim-ai-2021 21 5 are be VBP kim-ai-2021 21 6 trained train VBN kim-ai-2021 21 7 to to TO kim-ai-2021 21 8 recognize recognize VB kim-ai-2021 21 9 situations situation NNS kim-ai-2021 21 10 that that WDT kim-ai-2021 21 11 demand demand VBP kim-ai-2021 21 12 moral moral JJ kim-ai-2021 21 13 decision decision NN kim-ai-2021 21 14 - - HYPH kim-ai-2021 21 15 making making NN kim-ai-2021 21 16 . . . kim-ai-2021 22 1 But but CC kim-ai-2021 22 2 how how WRB kim-ai-2021 22 3 would would MD kim-ai-2021 22 4 an an DT kim-ai-2021 22 5 AI ai NN kim-ai-2021 22 6 system system NN kim-ai-2021 22 7 be be VB kim-ai-2021 22 8 able able JJ kim-ai-2021 22 9 to to TO kim-ai-2021 22 10 do do VB kim-ai-2021 22 11 so so RB kim-ai-2021 22 12 ? ? . kim-ai-2021 23 1 Or or CC kim-ai-2021 23 2 , , , kim-ai-2021 23 3 should should MD kim-ai-2021 23 4 they -PRON- PRP kim-ai-2021 23 5 be be VB kim-ai-2021 23 6 ? ? . kim-ai-2021 24 1 With with IN kim-ai-2021 24 2 self- self- NNS kim-ai-2021 24 3 driving drive VBG kim-ai-2021 24 4 cars car NNS kim-ai-2021 24 5 and and CC kim-ai-2021 24 6 autonomous autonomous JJ kim-ai-2021 24 7 weapons weapon NNS kim-ai-2021 24 8 systems system NNS kim-ai-2021 24 9 under under IN kim-ai-2021 24 10 active active JJ kim-ai-2021 24 11 development development NN kim-ai-2021 24 12 and and CC kim-ai-2021 24 13 testing testing NN kim-ai-2021 24 14 , , , kim-ai-2021 24 15 these these DT kim-ai-2021 24 16 are be VBP kim-ai-2021 24 17 no no RB kim-ai-2021 24 18 longer long RBR kim-ai-2021 24 19 idle idle JJ kim-ai-2021 24 20 questions question NNS kim-ai-2021 24 21 . . . kim-ai-2021 25 1 The the DT kim-ai-2021 25 2 Trolley Trolley NNP kim-ai-2021 25 3 Problem Problem NNP kim-ai-2021 25 4 Recent recent JJ kim-ai-2021 25 5 advances advance NNS kim-ai-2021 25 6 of of IN kim-ai-2021 25 7 AI AI NNP kim-ai-2021 25 8 , , , kim-ai-2021 25 9 such such JJ kim-ai-2021 25 10 as as IN kim-ai-2021 25 11 autonomous autonomous JJ kim-ai-2021 25 12 cars car NNS kim-ai-2021 25 13 , , , kim-ai-2021 25 14 have have VBP kim-ai-2021 25 15 brought bring VBN kim-ai-2021 25 16 new new JJ kim-ai-2021 25 17 interest interest NN kim-ai-2021 25 18 to to IN kim-ai-2021 25 19 the the DT kim-ai-2021 25 20 trolley trolley NN kim-ai-2021 25 21 prob- prob- XX kim-ai-2021 25 22 lem lem NNP kim-ai-2021 25 23 , , , kim-ai-2021 25 24 a a DT kim-ai-2021 25 25 thought thought NN kim-ai-2021 25 26 experiment experiment NN kim-ai-2021 25 27 introduced introduce VBN kim-ai-2021 25 28 by by IN kim-ai-2021 25 29 the the DT kim-ai-2021 25 30 British british JJ kim-ai-2021 25 31 philosopher philosopher NN kim-ai-2021 25 32 Philippa Philippa NNP kim-ai-2021 25 33 Foot Foot NNP kim-ai-2021 25 34 in in IN kim-ai-2021 25 35 1967 1967 CD kim-ai-2021 25 36 . . . kim-ai-2021 26 1 In in IN kim-ai-2021 26 2 the the DT kim-ai-2021 26 3 standard standard JJ kim-ai-2021 26 4 version version NN kim-ai-2021 26 5 of of IN kim-ai-2021 26 6 this this DT kim-ai-2021 26 7 problem problem NN kim-ai-2021 26 8 , , , kim-ai-2021 26 9 a a DT kim-ai-2021 26 10 runaway runaway JJ kim-ai-2021 26 11 trolley trolley NN kim-ai-2021 26 12 barrels barrel NNS kim-ai-2021 26 13 down down IN kim-ai-2021 26 14 a a DT kim-ai-2021 26 15 track track NN kim-ai-2021 26 16 where where WRB kim-ai-2021 26 17 five five CD kim-ai-2021 26 18 unsuspecting unsuspecting JJ kim-ai-2021 26 19 people people NNS kim-ai-2021 26 20 are be VBP kim-ai-2021 26 21 standing stand VBG kim-ai-2021 26 22 . . . kim-ai-2021 27 1 You -PRON- PRP kim-ai-2021 27 2 happen happen VBP kim-ai-2021 27 3 to to TO kim-ai-2021 27 4 be be VB kim-ai-2021 27 5 standing stand VBG kim-ai-2021 27 6 next next RB kim-ai-2021 27 7 to to IN kim-ai-2021 27 8 a a DT kim-ai-2021 27 9 lever lever NN kim-ai-2021 27 10 that that WDT kim-ai-2021 27 11 switches switch VBZ kim-ai-2021 27 12 the the DT kim-ai-2021 27 13 trolley trolley NN kim-ai-2021 27 14 onto onto IN kim-ai-2021 27 15 a a DT kim-ai-2021 27 16 different different JJ kim-ai-2021 27 17 track track NN kim-ai-2021 27 18 , , , kim-ai-2021 27 19 where where WRB kim-ai-2021 27 20 there there EX kim-ai-2021 27 21 is be VBZ kim-ai-2021 27 22 only only RB kim-ai-2021 27 23 one one CD kim-ai-2021 27 24 person person NN kim-ai-2021 27 25 . . . kim-ai-2021 28 1 Those those DT kim-ai-2021 28 2 who who WP kim-ai-2021 28 3 are be VBP kim-ai-2021 28 4 on on IN kim-ai-2021 28 5 either either DT kim-ai-2021 28 6 track track NN kim-ai-2021 28 7 will will MD kim-ai-2021 28 8 be be VB kim-ai-2021 28 9 killed kill VBN kim-ai-2021 28 10 if if IN kim-ai-2021 28 11 the the DT kim-ai-2021 28 12 trolley trolley NN kim-ai-2021 28 13 heads head VBZ kim-ai-2021 28 14 their -PRON- PRP$ kim-ai-2021 28 15 way way NN kim-ai-2021 28 16 . . . kim-ai-2021 29 1 Should Should MD kim-ai-2021 29 2 you -PRON- PRP kim-ai-2021 29 3 pull pull VB kim-ai-2021 29 4 the the DT kim-ai-2021 29 5 lever lever NN kim-ai-2021 29 6 , , , kim-ai-2021 29 7 so so IN kim-ai-2021 29 8 that that IN kim-ai-2021 29 9 the the DT kim-ai-2021 29 10 runaway runaway JJ kim-ai-2021 29 11 trolley trolley NN kim-ai-2021 29 12 would would MD kim-ai-2021 29 13 kill kill VB kim-ai-2021 29 14 one one CD kim-ai-2021 29 15 per- per- NN kim-ai-2021 29 16 son son NN kim-ai-2021 29 17 instead instead RB kim-ai-2021 29 18 of of IN kim-ai-2021 29 19 five five CD kim-ai-2021 29 20 ? ? . kim-ai-2021 30 1 Unlike unlike IN kim-ai-2021 30 2 a a DT kim-ai-2021 30 3 person person NN kim-ai-2021 30 4 , , , kim-ai-2021 30 5 a a DT kim-ai-2021 30 6 machine machine NN kim-ai-2021 30 7 does do VBZ kim-ai-2021 30 8 not not RB kim-ai-2021 30 9 panic panic VB kim-ai-2021 30 10 or or CC kim-ai-2021 30 11 freeze freeze VB kim-ai-2021 30 12 and and CC kim-ai-2021 30 13 simply simply RB kim-ai-2021 30 14 follows follow VBZ kim-ai-2021 30 15 and and CC kim-ai-2021 30 16 executes execute VBZ kim-ai-2021 30 17 the the DT kim-ai-2021 30 18 given give VBN kim-ai-2021 30 19 instruction instruction NN kim-ai-2021 30 20 . . . kim-ai-2021 31 1 This this DT kim-ai-2021 31 2 means mean VBZ kim-ai-2021 31 3 that that IN kim-ai-2021 31 4 an an DT kim-ai-2021 31 5 AI ai NN kim-ai-2021 31 6 - - HYPH kim-ai-2021 31 7 powered power VBN kim-ai-2021 31 8 trolley trolley NN kim-ai-2021 31 9 may may MD kim-ai-2021 31 10 act act VB kim-ai-2021 31 11 morally morally RB kim-ai-2021 31 12 as as RB kim-ai-2021 31 13 long long RB kim-ai-2021 31 14 as as IN kim-ai-2021 31 15 it -PRON- PRP kim-ai-2021 31 16 is be VBZ kim-ai-2021 31 17 programmed program VBN kim-ai-2021 31 18 properly.6 properly.6 CD kim-ai-2021 31 19 The the DT kim-ai-2021 31 20 question question NN kim-ai-2021 31 21 itself -PRON- PRP kim-ai-2021 31 22 remains remain VBZ kim-ai-2021 31 23 , , , kim-ai-2021 31 24 however however RB kim-ai-2021 31 25 . . . kim-ai-2021 32 1 Should Should MD kim-ai-2021 32 2 the the DT kim-ai-2021 32 3 AI ai NN kim-ai-2021 32 4 - - HYPH kim-ai-2021 32 5 powered power VBN kim-ai-2021 32 6 trolley trolley NN kim-ai-2021 32 7 be be VB kim-ai-2021 32 8 programmed program VBN kim-ai-2021 32 9 to to TO kim-ai-2021 32 10 swerve swerve VB kim-ai-2021 32 11 or or CC kim-ai-2021 32 12 stay stay VB kim-ai-2021 32 13 on on RP kim-ai-2021 32 14 course course NN kim-ai-2021 32 15 ? ? . kim-ai-2021 33 1 Different different JJ kim-ai-2021 33 2 moral moral JJ kim-ai-2021 33 3 theories theory NNS kim-ai-2021 33 4 , , , kim-ai-2021 33 5 such such JJ kim-ai-2021 33 6 as as IN kim-ai-2021 33 7 virtue virtue NN kim-ai-2021 33 8 ethics ethic NNS kim-ai-2021 33 9 , , , kim-ai-2021 33 10 contractarianism contractarianism NN kim-ai-2021 33 11 , , , kim-ai-2021 33 12 and and CC kim-ai-2021 33 13 moral moral JJ kim-ai-2021 33 14 relativism relativism NN kim-ai-2021 33 15 , , , kim-ai-2021 33 16 take take VBP kim-ai-2021 33 17 different different JJ kim-ai-2021 33 18 positions position NNS kim-ai-2021 33 19 . . . kim-ai-2021 34 1 Here here RB kim-ai-2021 34 2 , , , kim-ai-2021 34 3 I -PRON- PRP kim-ai-2021 34 4 will will MD kim-ai-2021 34 5 consider consider VB kim-ai-2021 34 6 utilitarianism utilitarianism NN kim-ai-2021 34 7 and and CC kim-ai-2021 34 8 deontology deontology NN kim-ai-2021 34 9 . . . kim-ai-2021 35 1 Since since IN kim-ai-2021 35 2 their -PRON- PRP$ kim-ai-2021 35 3 tenets tenet NNS kim-ai-2021 35 4 are be VBP kim-ai-2021 35 5 relatively relatively RB kim-ai-2021 35 6 straightforward straightforward JJ kim-ai-2021 35 7 , , , kim-ai-2021 35 8 most most JJS kim-ai-2021 35 9 AI ai NN kim-ai-2021 35 10 developers developer NNS kim-ai-2021 35 11 are be VBP kim-ai-2021 35 12 likely likely JJ kim-ai-2021 35 13 to to TO kim-ai-2021 35 14 look look VB kim-ai-2021 35 15 towards towards IN kim-ai-2021 35 16 those those DT kim-ai-2021 35 17 two two CD kim-ai-2021 35 18 moral moral JJ kim-ai-2021 35 19 theories theory NNS kim-ai-2021 35 20 for for IN kim-ai-2021 35 21 guidance guidance NN kim-ai-2021 35 22 and and CC kim-ai-2021 35 23 insight insight NN kim-ai-2021 35 24 . . . kim-ai-2021 36 1 Utilitarianism Utilitarianism NNP kim-ai-2021 36 2 argues argue VBZ kim-ai-2021 36 3 that that IN kim-ai-2021 36 4 the the DT kim-ai-2021 36 5 utility utility NN kim-ai-2021 36 6 of of IN kim-ai-2021 36 7 an an DT kim-ai-2021 36 8 action action NN kim-ai-2021 36 9 is be VBZ kim-ai-2021 36 10 what what WP kim-ai-2021 36 11 makes make VBZ kim-ai-2021 36 12 an an DT kim-ai-2021 36 13 action action NN kim-ai-2021 36 14 moral moral JJ kim-ai-2021 36 15 . . . kim-ai-2021 37 1 In in IN kim-ai-2021 37 2 this this DT kim-ai-2021 37 3 view view NN kim-ai-2021 37 4 , , , kim-ai-2021 37 5 what what WP kim-ai-2021 37 6 generates generate VBZ kim-ai-2021 37 7 the the DT kim-ai-2021 37 8 greatest great JJS kim-ai-2021 37 9 amount amount NN kim-ai-2021 37 10 of of IN kim-ai-2021 37 11 good good JJ kim-ai-2021 37 12 is be VBZ kim-ai-2021 37 13 the the DT kim-ai-2021 37 14 most most RBS kim-ai-2021 37 15 moral moral JJ kim-ai-2021 37 16 thing thing NN kim-ai-2021 37 17 to to TO kim-ai-2021 37 18 do do VB kim-ai-2021 37 19 . . . kim-ai-2021 38 1 If if IN kim-ai-2021 38 2 one one PRP kim-ai-2021 38 3 regards regard VBZ kim-ai-2021 38 4 five five CD kim-ai-2021 38 5 human human JJ kim-ai-2021 38 6 lives life NNS kim-ai-2021 38 7 as as IN kim-ai-2021 38 8 a a DT kim-ai-2021 38 9 greater great JJR kim-ai-2021 38 10 good good NN kim-ai-2021 38 11 than than IN kim-ai-2021 38 12 one one CD kim-ai-2021 38 13 , , , kim-ai-2021 38 14 then then RB kim-ai-2021 38 15 one one CD kim-ai-2021 38 16 acts act VBZ kim-ai-2021 38 17 morally morally RB kim-ai-2021 38 18 by by IN kim-ai-2021 38 19 pulling pull VBG kim-ai-2021 38 20 the the DT kim-ai-2021 38 21 lever lever NN kim-ai-2021 38 22 and and CC kim-ai-2021 38 23 diverting divert VBG kim-ai-2021 38 24 the the DT kim-ai-2021 38 25 trolley trolley NN kim-ai-2021 38 26 to to IN kim-ai-2021 38 27 the the DT kim-ai-2021 38 28 other other JJ kim-ai-2021 38 29 track track NN kim-ai-2021 38 30 . . . kim-ai-2021 39 1 By by IN kim-ai-2021 39 2 contrast contrast NN kim-ai-2021 39 3 , , , kim-ai-2021 39 4 deontology deontology NN kim-ai-2021 39 5 claims claim VBZ kim-ai-2021 39 6 that that IN kim-ai-2021 39 7 what what WP kim-ai-2021 39 8 determines determine VBZ kim-ai-2021 39 9 whether whether IN kim-ai-2021 39 10 an an DT kim-ai-2021 39 11 action action NN kim-ai-2021 39 12 is be VBZ kim-ai-2021 39 13 morally morally RB kim-ai-2021 39 14 right right JJ kim-ai-2021 39 15 or or CC kim-ai-2021 39 16 wrong wrong JJ kim-ai-2021 39 17 is be VBZ kim-ai-2021 39 18 not not RB kim-ai-2021 39 19 its -PRON- PRP$ kim-ai-2021 39 20 utility utility NN kim-ai-2021 39 21 but but CC kim-ai-2021 39 22 moral moral JJ kim-ai-2021 39 23 rules rule NNS kim-ai-2021 39 24 . . . kim-ai-2021 40 1 If if IN kim-ai-2021 40 2 an an DT kim-ai-2021 40 3 action action NN kim-ai-2021 40 4 is be VBZ kim-ai-2021 40 5 in in IN kim-ai-2021 40 6 accordance accordance NN kim-ai-2021 40 7 with with IN kim-ai-2021 40 8 those those DT kim-ai-2021 40 9 rules rule NNS kim-ai-2021 40 10 , , , kim-ai-2021 40 11 then then RB kim-ai-2021 40 12 the the DT kim-ai-2021 40 13 action action NN kim-ai-2021 40 14 is be VBZ kim-ai-2021 40 15 morally morally RB kim-ai-2021 40 16 right right JJ kim-ai-2021 40 17 . . . kim-ai-2021 41 1 Otherwise otherwise RB kim-ai-2021 41 2 , , , kim-ai-2021 41 3 it -PRON- PRP kim-ai-2021 41 4 is be VBZ kim-ai-2021 41 5 morally morally RB kim-ai-2021 41 6 4Machine 4machine CD kim-ai-2021 41 7 learning learning JJ kim-ai-2021 41 8 and and CC kim-ai-2021 41 9 deep deep JJ kim-ai-2021 41 10 learning learning NN kim-ai-2021 41 11 have have VBP kim-ai-2021 41 12 gained gain VBN kim-ai-2021 41 13 momentum momentum NN kim-ai-2021 41 14 because because IN kim-ai-2021 41 15 the the DT kim-ai-2021 41 16 cost cost NN kim-ai-2021 41 17 of of IN kim-ai-2021 41 18 high high JJ kim-ai-2021 41 19 - - HYPH kim-ai-2021 41 20 performance performance NN kim-ai-2021 41 21 computing computing NN kim-ai-2021 41 22 has have VBZ kim-ai-2021 41 23 significantly significantly RB kim-ai-2021 41 24 decreased decrease VBN kim-ai-2021 41 25 and and CC kim-ai-2021 41 26 large large JJ kim-ai-2021 41 27 data data NN kim-ai-2021 41 28 sets set NNS kim-ai-2021 41 29 have have VBP kim-ai-2021 41 30 become become VBN kim-ai-2021 41 31 more more RBR kim-ai-2021 41 32 widely widely RB kim-ai-2021 41 33 available available JJ kim-ai-2021 41 34 . . . kim-ai-2021 42 1 For for IN kim-ai-2021 42 2 example example NN kim-ai-2021 42 3 , , , kim-ai-2021 42 4 the the DT kim-ai-2021 42 5 data datum NNS kim-ai-2021 42 6 in in IN kim-ai-2021 42 7 the the DT kim-ai-2021 42 8 ImageNet ImageNet NNP kim-ai-2021 42 9 contains contain VBZ kim-ai-2021 42 10 more more JJR kim-ai-2021 42 11 than than IN kim-ai-2021 42 12 14 14 CD kim-ai-2021 42 13 million million CD kim-ai-2021 42 14 hand hand NN kim-ai-2021 42 15 - - HYPH kim-ai-2021 42 16 annotated annotate VBN kim-ai-2021 42 17 images image NNS kim-ai-2021 42 18 . . . kim-ai-2021 43 1 The the DT kim-ai-2021 43 2 ImageNet ImageNet NNP kim-ai-2021 43 3 data datum NNS kim-ai-2021 43 4 have have VBP kim-ai-2021 43 5 been be VBN kim-ai-2021 43 6 used use VBN kim-ai-2021 43 7 for for IN kim-ai-2021 43 8 the the DT kim-ai-2021 43 9 well well RB kim-ai-2021 43 10 - - HYPH kim-ai-2021 43 11 known know VBN kim-ai-2021 43 12 annual annual JJ kim-ai-2021 43 13 AI AI NNP kim-ai-2021 43 14 competition competition NN kim-ai-2021 43 15 for for IN kim-ai-2021 43 16 object object NN kim-ai-2021 43 17 detection detection NN kim-ai-2021 43 18 and and CC kim-ai-2021 43 19 image image NN kim-ai-2021 43 20 classification classification NN kim-ai-2021 43 21 at at IN kim-ai-2021 43 22 large large JJ kim-ai-2021 43 23 scale scale NN kim-ai-2021 43 24 from from IN kim-ai-2021 43 25 2010 2010 CD kim-ai-2021 43 26 to to IN kim-ai-2021 43 27 2017 2017 CD kim-ai-2021 43 28 . . . kim-ai-2021 44 1 See see VB kim-ai-2021 44 2 ? ? . kim-ai-2021 44 3 iiT iiT VBN kim-ai-2021 44 4 , , , kim-ai-2021 44 5 ffrrrXBK ffrrrXBK NNP kim-ai-2021 44 6 � � NNP kim-ai-2021 44 7 ; ; : kim-ai-2021 44 8 2@M2iXQ`;f+? 2@M2iXQ`;f+? NNP kim-ai-2021 44 9 � � NNP kim-ai-2021 44 10 HH2M;2bfGao_*f HH2M;2bfGao_*f NNP kim-ai-2021 44 11 . . . kim-ai-2021 44 12 5For 5for IN kim-ai-2021 44 13 an an DT kim-ai-2021 44 14 excellent excellent JJ kim-ai-2021 44 15 history history NN kim-ai-2021 44 16 of of IN kim-ai-2021 44 17 AI AI NNP kim-ai-2021 44 18 research research NN kim-ai-2021 44 19 , , , kim-ai-2021 44 20 see see VB kim-ai-2021 44 21 chapter chapter NN kim-ai-2021 44 22 1 1 CD kim-ai-2021 44 23 , , , kim-ai-2021 44 24 “ " `` kim-ai-2021 44 25 What what WP kim-ai-2021 44 26 is be VBZ kim-ai-2021 44 27 Artificial Artificial NNP kim-ai-2021 44 28 Intelligence Intelligence NNP kim-ai-2021 44 29 , , , kim-ai-2021 44 30 ” " '' kim-ai-2021 44 31 of of IN kim-ai-2021 44 32 Boden Boden NNP kim-ai-2021 44 33 2016 2016 CD kim-ai-2021 44 34 , , , kim-ai-2021 44 35 1 1 CD kim-ai-2021 44 36 - - SYM kim-ai-2021 44 37 20 20 CD kim-ai-2021 44 38 . . . kim-ai-2021 45 1 6Programming 6programming NN kim-ai-2021 45 2 here here RB kim-ai-2021 45 3 does do VBZ kim-ai-2021 45 4 not not RB kim-ai-2021 45 5 exclusively exclusively RB kim-ai-2021 45 6 refer refer VB kim-ai-2021 45 7 to to IN kim-ai-2021 45 8 a a DT kim-ai-2021 45 9 deep deep JJ kim-ai-2021 45 10 learning learning NN kim-ai-2021 45 11 or or CC kim-ai-2021 45 12 machine machine NN kim-ai-2021 45 13 learning learning NN kim-ai-2021 45 14 approach approach NN kim-ai-2021 45 15 . . . kim-ai-2021 46 1 http://www.image-net.org/challenges/LSVRC/ http://www.image-net.org/challenges/LSVRC/ NNP kim-ai-2021 46 2 http://www.image-net.org/challenges/LSVRC/ http://www.image-net.org/challenges/LSVRC/ NNP kim-ai-2021 46 3 Kim Kim NNP kim-ai-2021 46 4 75 75 CD kim-ai-2021 46 5 wrong wrong NN kim-ai-2021 46 6 . . . kim-ai-2021 47 1 If if IN kim-ai-2021 47 2 not not RB kim-ai-2021 47 3 to to TO kim-ai-2021 47 4 kill kill VB kim-ai-2021 47 5 another another DT kim-ai-2021 47 6 human human NN kim-ai-2021 47 7 being being NN kim-ai-2021 47 8 is be VBZ kim-ai-2021 47 9 one one CD kim-ai-2021 47 10 of of IN kim-ai-2021 47 11 those those DT kim-ai-2021 47 12 moral moral JJ kim-ai-2021 47 13 rules rule NNS kim-ai-2021 47 14 , , , kim-ai-2021 47 15 then then RB kim-ai-2021 47 16 killing kill VBG kim-ai-2021 47 17 someone someone NN kim-ai-2021 47 18 is be VBZ kim-ai-2021 47 19 morally morally RB kim-ai-2021 47 20 wrong wrong JJ kim-ai-2021 47 21 even even RB kim-ai-2021 47 22 if if IN kim-ai-2021 47 23 it -PRON- PRP kim-ai-2021 47 24 is be VBZ kim-ai-2021 47 25 to to TO kim-ai-2021 47 26 save save VB kim-ai-2021 47 27 more more JJR kim-ai-2021 47 28 lives life NNS kim-ai-2021 47 29 . . . kim-ai-2021 48 1 Note note VB kim-ai-2021 48 2 that that IN kim-ai-2021 48 3 these these DT kim-ai-2021 48 4 are be VBP kim-ai-2021 48 5 highly highly RB kim-ai-2021 48 6 simplified simplified JJ kim-ai-2021 48 7 accounts account NNS kim-ai-2021 48 8 of of IN kim-ai-2021 48 9 utilitarianism utilitarianism NN kim-ai-2021 48 10 and and CC kim-ai-2021 48 11 deontology deontology NN kim-ai-2021 48 12 . . . kim-ai-2021 49 1 The the DT kim-ai-2021 49 2 good good NN kim-ai-2021 49 3 in in IN kim-ai-2021 49 4 utilitarianism utilitarianism NN kim-ai-2021 49 5 can can MD kim-ai-2021 49 6 be be VB kim-ai-2021 49 7 interpreted interpret VBN kim-ai-2021 49 8 in in IN kim-ai-2021 49 9 many many JJ kim-ai-2021 49 10 different different JJ kim-ai-2021 49 11 ways way NNS kim-ai-2021 49 12 , , , kim-ai-2021 49 13 and and CC kim-ai-2021 49 14 the the DT kim-ai-2021 49 15 issue issue NN kim-ai-2021 49 16 of of IN kim-ai-2021 49 17 conflicting conflict VBG kim-ai-2021 49 18 moral moral JJ kim-ai-2021 49 19 rules rule NNS kim-ai-2021 49 20 is be VBZ kim-ai-2021 49 21 a a DT kim-ai-2021 49 22 perennial perennial JJ kim-ai-2021 49 23 problem problem NN kim-ai-2021 49 24 that that IN kim-ai-2021 49 25 deontological deontological JJ kim-ai-2021 49 26 ethics ethic NNS kim-ai-2021 49 27 grapples grapple VBZ kim-ai-2021 49 28 with.7 with.7 CD kim-ai-2021 49 29 For for IN kim-ai-2021 49 30 our -PRON- PRP$ kim-ai-2021 49 31 purpose purpose NN kim-ai-2021 49 32 , , , kim-ai-2021 49 33 however however RB kim-ai-2021 49 34 , , , kim-ai-2021 49 35 these these DT kim-ai-2021 49 36 simplified simplify VBN kim-ai-2021 49 37 accounts account NNS kim-ai-2021 49 38 are be VBP kim-ai-2021 49 39 sufficient sufficient JJ kim-ai-2021 49 40 to to TO kim-ai-2021 49 41 highlight highlight VB kim-ai-2021 49 42 the the DT kim-ai-2021 49 43 aspects aspect NNS kim-ai-2021 49 44 in in IN kim-ai-2021 49 45 which which WDT kim-ai-2021 49 46 the the DT kim-ai-2021 49 47 utilitarian utilitarian NN kim-ai-2021 49 48 and and CC kim-ai-2021 49 49 the the DT kim-ai-2021 49 50 deontological deontological JJ kim-ai-2021 49 51 position position NN kim-ai-2021 49 52 appeal appeal VBP kim-ai-2021 49 53 to to IN kim-ai-2021 49 54 and and CC kim-ai-2021 49 55 go go VB kim-ai-2021 49 56 against against IN kim-ai-2021 49 57 our -PRON- PRP$ kim-ai-2021 49 58 moral moral JJ kim-ai-2021 49 59 intuition intuition NN kim-ai-2021 49 60 at at IN kim-ai-2021 49 61 the the DT kim-ai-2021 49 62 same same JJ kim-ai-2021 49 63 time time NN kim-ai-2021 49 64 . . . kim-ai-2021 50 1 If if IN kim-ai-2021 50 2 a a DT kim-ai-2021 50 3 trolley trolley NN kim-ai-2021 50 4 can can MD kim-ai-2021 50 5 not not RB kim-ai-2021 50 6 be be VB kim-ai-2021 50 7 stopped stop VBN kim-ai-2021 50 8 , , , kim-ai-2021 50 9 saving save VBG kim-ai-2021 50 10 five five CD kim-ai-2021 50 11 lives life NNS kim-ai-2021 50 12 over over IN kim-ai-2021 50 13 one one NN kim-ai-2021 50 14 seems seem VBZ kim-ai-2021 50 15 to to TO kim-ai-2021 50 16 be be VB kim-ai-2021 50 17 a a DT kim-ai-2021 50 18 right right JJ kim-ai-2021 50 19 thing thing NN kim-ai-2021 50 20 to to TO kim-ai-2021 50 21 do do VB kim-ai-2021 50 22 . . . kim-ai-2021 51 1 Util- util- JJ kim-ai-2021 51 2 itarianism itarianism NN kim-ai-2021 51 3 appears appear VBZ kim-ai-2021 51 4 to to TO kim-ai-2021 51 5 get get VB kim-ai-2021 51 6 things thing NNS kim-ai-2021 51 7 right right JJ kim-ai-2021 51 8 in in IN kim-ai-2021 51 9 this this DT kim-ai-2021 51 10 respect respect NN kim-ai-2021 51 11 . . . kim-ai-2021 52 1 However however RB kim-ai-2021 52 2 , , , kim-ai-2021 52 3 it -PRON- PRP kim-ai-2021 52 4 is be VBZ kim-ai-2021 52 5 hard hard JJ kim-ai-2021 52 6 to to TO kim-ai-2021 52 7 dispute dispute VB kim-ai-2021 52 8 that that IN kim-ai-2021 52 9 killing kill VBG kim-ai-2021 52 10 people people NNS kim-ai-2021 52 11 is be VBZ kim-ai-2021 52 12 wrong wrong JJ kim-ai-2021 52 13 . . . kim-ai-2021 53 1 If if IN kim-ai-2021 53 2 killing killing NN kim-ai-2021 53 3 is be VBZ kim-ai-2021 53 4 morally morally RB kim-ai-2021 53 5 wrong wrong JJ kim-ai-2021 53 6 no no RB kim-ai-2021 53 7 matter matter RB kim-ai-2021 53 8 what what WP kim-ai-2021 53 9 , , , kim-ai-2021 53 10 deontology deontology NN kim-ai-2021 53 11 seems seem VBZ kim-ai-2021 53 12 to to TO kim-ai-2021 53 13 make make VB kim-ai-2021 53 14 more more JJR kim-ai-2021 53 15 sense sense NN kim-ai-2021 53 16 . . . kim-ai-2021 54 1 With with IN kim-ai-2021 54 2 moral moral JJ kim-ai-2021 54 3 theories theory NNS kim-ai-2021 54 4 , , , kim-ai-2021 54 5 things thing NNS kim-ai-2021 54 6 seem seem VBP kim-ai-2021 54 7 to to TO kim-ai-2021 54 8 get get VB kim-ai-2021 54 9 more more RBR kim-ai-2021 54 10 confusing confusing JJ kim-ai-2021 54 11 . . . kim-ai-2021 55 1 Furthermore furthermore RB kim-ai-2021 55 2 , , , kim-ai-2021 55 3 consider consider VB kim-ai-2021 55 4 the the DT kim-ai-2021 55 5 case case NN kim-ai-2021 55 6 in in IN kim-ai-2021 55 7 which which WDT kim-ai-2021 55 8 one one NN kim-ai-2021 55 9 freezes freeze VBZ kim-ai-2021 55 10 and and CC kim-ai-2021 55 11 fails fail VBZ kim-ai-2021 55 12 to to TO kim-ai-2021 55 13 pull pull VB kim-ai-2021 55 14 the the DT kim-ai-2021 55 15 lever lever NN kim-ai-2021 55 16 . . . kim-ai-2021 56 1 According accord VBG kim-ai-2021 56 2 to to IN kim-ai-2021 56 3 utilitarianism utilitarianism NN kim-ai-2021 56 4 , , , kim-ai-2021 56 5 this this DT kim-ai-2021 56 6 would would MD kim-ai-2021 56 7 be be VB kim-ai-2021 56 8 morally morally RB kim-ai-2021 56 9 wrong wrong JJ kim-ai-2021 56 10 because because IN kim-ai-2021 56 11 it -PRON- PRP kim-ai-2021 56 12 fails fail VBZ kim-ai-2021 56 13 to to TO kim-ai-2021 56 14 maximize maximize VB kim-ai-2021 56 15 the the DT kim-ai-2021 56 16 greatest great JJS kim-ai-2021 56 17 good good JJ kim-ai-2021 56 18 , , , kim-ai-2021 56 19 i.e. i.e. FW kim-ai-2021 57 1 human human JJ kim-ai-2021 57 2 lives life NNS kim-ai-2021 57 3 . . . kim-ai-2021 58 1 But but CC kim-ai-2021 58 2 how how WRB kim-ai-2021 58 3 far far RB kim-ai-2021 58 4 should should MD kim-ai-2021 58 5 one one PRP kim-ai-2021 58 6 go go VB kim-ai-2021 58 7 to to TO kim-ai-2021 58 8 maximize maximize VB kim-ai-2021 58 9 the the DT kim-ai-2021 58 10 good good NN kim-ai-2021 58 11 ? ? . kim-ai-2021 59 1 Suppose suppose VB kim-ai-2021 59 2 there there EX kim-ai-2021 59 3 is be VBZ kim-ai-2021 59 4 a a DT kim-ai-2021 59 5 very very RB kim-ai-2021 59 6 large large JJ kim-ai-2021 59 7 person person NN kim-ai-2021 59 8 on on IN kim-ai-2021 59 9 a a DT kim-ai-2021 59 10 footbridge footbridge NN kim-ai-2021 59 11 over over IN kim-ai-2021 59 12 the the DT kim-ai-2021 59 13 trolley trolley NN kim-ai-2021 59 14 track track NN kim-ai-2021 59 15 , , , kim-ai-2021 59 16 and and CC kim-ai-2021 59 17 one one NN kim-ai-2021 59 18 pushes push VBZ kim-ai-2021 59 19 that that DT kim-ai-2021 59 20 person person NN kim-ai-2021 59 21 off off IN kim-ai-2021 59 22 the the DT kim-ai-2021 59 23 footbridge footbridge NN kim-ai-2021 59 24 onto onto IN kim-ai-2021 59 25 the the DT kim-ai-2021 59 26 track track NN kim-ai-2021 59 27 , , , kim-ai-2021 59 28 thus thus RB kim-ai-2021 59 29 stopping stop VBG kim-ai-2021 59 30 the the DT kim-ai-2021 59 31 trolley trolley NN kim-ai-2021 59 32 and and CC kim-ai-2021 59 33 saving save VBG kim-ai-2021 59 34 the the DT kim-ai-2021 59 35 five five CD kim-ai-2021 59 36 people people NNS kim-ai-2021 59 37 . . . kim-ai-2021 60 1 Would Would MD kim-ai-2021 60 2 this this DT kim-ai-2021 60 3 count count VB kim-ai-2021 60 4 as as IN kim-ai-2021 60 5 a a DT kim-ai-2021 60 6 right right JJ kim-ai-2021 60 7 thing thing NN kim-ai-2021 60 8 to to TO kim-ai-2021 60 9 do do VB kim-ai-2021 60 10 ? ? . kim-ai-2021 61 1 Utilitarianism Utilitarianism NNP kim-ai-2021 61 2 may may MD kim-ai-2021 61 3 argue argue VB kim-ai-2021 61 4 that that DT kim-ai-2021 61 5 . . . kim-ai-2021 62 1 But but CC kim-ai-2021 62 2 in in IN kim-ai-2021 62 3 real real JJ kim-ai-2021 62 4 life life NN kim-ai-2021 62 5 , , , kim-ai-2021 62 6 many many JJ kim-ai-2021 62 7 would would MD kim-ai-2021 62 8 consider consider VB kim-ai-2021 62 9 throwing throw VBG kim-ai-2021 62 10 a a DT kim-ai-2021 62 11 person person NN kim-ai-2021 62 12 morally morally RB kim-ai-2021 62 13 wrong wrong JJ kim-ai-2021 62 14 but but CC kim-ai-2021 62 15 pulling pull VBG kim-ai-2021 62 16 the the DT kim-ai-2021 62 17 lever lever NN kim-ai-2021 62 18 morally morally RB kim-ai-2021 62 19 permissible.8 permissible.8 VBP kim-ai-2021 62 20 The the DT kim-ai-2021 62 21 problem problem NN kim-ai-2021 62 22 with with IN kim-ai-2021 62 23 utilitarianism utilitarianism NN kim-ai-2021 62 24 is be VBZ kim-ai-2021 62 25 that that IN kim-ai-2021 62 26 it -PRON- PRP kim-ai-2021 62 27 treats treat VBZ kim-ai-2021 62 28 the the DT kim-ai-2021 62 29 good good JJ kim-ai-2021 62 30 as as IN kim-ai-2021 62 31 something something NN kim-ai-2021 62 32 inherently inherently RB kim-ai-2021 62 33 quantifi- quantifi- VBD kim-ai-2021 62 34 able able JJ kim-ai-2021 62 35 , , , kim-ai-2021 62 36 comparable comparable JJ kim-ai-2021 62 37 , , , kim-ai-2021 62 38 calculable calculable JJ kim-ai-2021 62 39 , , , kim-ai-2021 62 40 and and CC kim-ai-2021 62 41 additive additive NNP kim-ai-2021 62 42 . . . kim-ai-2021 63 1 But but CC kim-ai-2021 63 2 not not RB kim-ai-2021 63 3 all all DT kim-ai-2021 63 4 considerations consideration NNS kim-ai-2021 63 5 that that WDT kim-ai-2021 63 6 we -PRON- PRP kim-ai-2021 63 7 have have VBP kim-ai-2021 63 8 to to TO kim-ai-2021 63 9 factor factor VB kim-ai-2021 63 10 into into IN kim-ai-2021 63 11 moral moral JJ kim-ai-2021 63 12 decision decision NN kim-ai-2021 63 13 - - HYPH kim-ai-2021 63 14 making making NN kim-ai-2021 63 15 are be VBP kim-ai-2021 63 16 measurable measurable JJ kim-ai-2021 63 17 in in IN kim-ai-2021 63 18 numbers number NNS kim-ai-2021 63 19 . . . kim-ai-2021 64 1 What what WP kim-ai-2021 64 2 if if IN kim-ai-2021 64 3 the the DT kim-ai-2021 64 4 five five CD kim-ai-2021 64 5 people people NNS kim-ai-2021 64 6 on on IN kim-ai-2021 64 7 the the DT kim-ai-2021 64 8 track track NN kim-ai-2021 64 9 are be VBP kim-ai-2021 64 10 help- help- VBN kim-ai-2021 64 11 less less JJR kim-ai-2021 64 12 babies baby NNS kim-ai-2021 64 13 or or CC kim-ai-2021 64 14 murderers murderer NNS kim-ai-2021 64 15 who who WP kim-ai-2021 64 16 just just RB kim-ai-2021 64 17 escaped escape VBD kim-ai-2021 64 18 from from IN kim-ai-2021 64 19 the the DT kim-ai-2021 64 20 prison prison NN kim-ai-2021 64 21 ? ? . kim-ai-2021 65 1 Would Would MD kim-ai-2021 65 2 or or CC kim-ai-2021 65 3 should should MD kim-ai-2021 65 4 that that DT kim-ai-2021 65 5 affect affect VB kim-ai-2021 65 6 our -PRON- PRP$ kim-ai-2021 65 7 de- de- NN kim-ai-2021 65 8 cision cision NN kim-ai-2021 65 9 ? ? . kim-ai-2021 66 1 Some some DT kim-ai-2021 66 2 of of IN kim-ai-2021 66 3 us -PRON- PRP kim-ai-2021 66 4 would would MD kim-ai-2021 66 5 surely surely RB kim-ai-2021 66 6 hesitate hesitate VB kim-ai-2021 66 7 to to TO kim-ai-2021 66 8 save save VB kim-ai-2021 66 9 the the DT kim-ai-2021 66 10 lives life NNS kim-ai-2021 66 11 of of IN kim-ai-2021 66 12 five five CD kim-ai-2021 66 13 murderers murderer NNS kim-ai-2021 66 14 by by IN kim-ai-2021 66 15 sacrificing sacrifice VBG kim-ai-2021 66 16 one one CD kim-ai-2021 66 17 innocent innocent JJ kim-ai-2021 66 18 baby baby NN kim-ai-2021 66 19 . . . kim-ai-2021 67 1 But but CC kim-ai-2021 67 2 what what WP kim-ai-2021 67 3 if if IN kim-ai-2021 67 4 things thing NNS kim-ai-2021 67 5 were be VBD kim-ai-2021 67 6 different different JJ kim-ai-2021 67 7 and and CC kim-ai-2021 67 8 we -PRON- PRP kim-ai-2021 67 9 were be VBD kim-ai-2021 67 10 comparing compare VBG kim-ai-2021 67 11 five five CD kim-ai-2021 67 12 school school NN kim-ai-2021 67 13 children child NNS kim-ai-2021 67 14 ver- ver- RB kim-ai-2021 67 15 sus sus NNP kim-ai-2021 67 16 one one CD kim-ai-2021 67 17 baby baby NN kim-ai-2021 67 18 or or CC kim-ai-2021 67 19 five five CD kim-ai-2021 67 20 babies baby NNS kim-ai-2021 67 21 versus versus IN kim-ai-2021 67 22 one one CD kim-ai-2021 67 23 school school NN kim-ai-2021 67 24 child child NN kim-ai-2021 67 25 ? ? . kim-ai-2021 68 1 No no DT kim-ai-2021 68 2 one one NN kim-ai-2021 68 3 can can MD kim-ai-2021 68 4 say say VB kim-ai-2021 68 5 for for IN kim-ai-2021 68 6 sure sure JJ kim-ai-2021 68 7 what what WP kim-ai-2021 68 8 is be VBZ kim-ai-2021 68 9 the the DT kim-ai-2021 68 10 morally morally RB kim-ai-2021 68 11 right right JJ kim-ai-2021 68 12 action action NN kim-ai-2021 68 13 in in IN kim-ai-2021 68 14 those those DT kim-ai-2021 68 15 cases.9 cases.9 NNS kim-ai-2021 68 16 While while IN kim-ai-2021 68 17 the the DT kim-ai-2021 68 18 utilitarian utilitarian JJ kim-ai-2021 68 19 position position NN kim-ai-2021 68 20 appears appear VBZ kim-ai-2021 68 21 less less RBR kim-ai-2021 68 22 persuasive persuasive JJ kim-ai-2021 68 23 in in IN kim-ai-2021 68 24 light light NN kim-ai-2021 68 25 of of IN kim-ai-2021 68 26 these these DT kim-ai-2021 68 27 considerations consideration NNS kim-ai-2021 68 28 , , , kim-ai-2021 68 29 deon- deon- NN kim-ai-2021 68 30 tology tology NN kim-ai-2021 68 31 does do VBZ kim-ai-2021 68 32 n’t not RB kim-ai-2021 68 33 fare fare VB kim-ai-2021 68 34 too too RB kim-ai-2021 68 35 well well RB kim-ai-2021 68 36 , , , kim-ai-2021 68 37 either either RB kim-ai-2021 68 38 . . . kim-ai-2021 69 1 Deontology deontology NN kim-ai-2021 69 2 emphasizes emphasize VBZ kim-ai-2021 69 3 one one PRP kim-ai-2021 69 4 ’s ’s NN kim-ai-2021 69 5 duty duty NN kim-ai-2021 69 6 to to TO kim-ai-2021 69 7 observe observe VB kim-ai-2021 69 8 moral moral JJ kim-ai-2021 69 9 rules rule NNS kim-ai-2021 69 10 . . . kim-ai-2021 70 1 But but CC kim-ai-2021 70 2 what what WP kim-ai-2021 70 3 if if IN kim-ai-2021 70 4 those those DT kim-ai-2021 70 5 moral moral JJ kim-ai-2021 70 6 rules rule NNS kim-ai-2021 70 7 conflict conflict NN kim-ai-2021 70 8 with with IN kim-ai-2021 70 9 one one CD kim-ai-2021 70 10 another another DT kim-ai-2021 70 11 ? ? . kim-ai-2021 71 1 Between between IN kim-ai-2021 71 2 the the DT kim-ai-2021 71 3 two two CD kim-ai-2021 71 4 moral moral JJ kim-ai-2021 71 5 rules rule NNS kim-ai-2021 71 6 , , , kim-ai-2021 71 7 “ " `` kim-ai-2021 71 8 do do VB kim-ai-2021 71 9 not not RB kim-ai-2021 71 10 kill kill VB kim-ai-2021 71 11 a a DT kim-ai-2021 71 12 person person NN kim-ai-2021 71 13 ” " '' kim-ai-2021 71 14 and and CC kim-ai-2021 71 15 “ " `` kim-ai-2021 71 16 save save VB kim-ai-2021 71 17 lives life NNS kim-ai-2021 71 18 , , , kim-ai-2021 71 19 ” " '' kim-ai-2021 71 20 which which WDT kim-ai-2021 71 21 one one PRP kim-ai-2021 71 22 should should MD kim-ai-2021 71 23 trump trump VB kim-ai-2021 71 24 the the DT kim-ai-2021 71 25 other other JJ kim-ai-2021 71 26 ? ? . kim-ai-2021 72 1 The the DT kim-ai-2021 72 2 conflict conflict NN kim-ai-2021 72 3 among among IN kim-ai-2021 72 4 values value NNS kim-ai-2021 72 5 is be VBZ kim-ai-2021 72 6 common common JJ kim-ai-2021 72 7 in in IN kim-ai-2021 72 8 life life NN kim-ai-2021 72 9 , , , kim-ai-2021 72 10 and and CC kim-ai-2021 72 11 deontology deontology NN kim-ai-2021 72 12 faces face VBZ kim-ai-2021 72 13 difficulty difficulty NN kim-ai-2021 72 14 in in IN kim-ai-2021 72 15 guiding guide VBG kim-ai-2021 72 16 how how WRB kim-ai-2021 72 17 an an DT kim-ai-2021 72 18 intelligent intelligent JJ kim-ai-2021 72 19 agent agent NN kim-ai-2021 72 20 is be VBZ kim-ai-2021 72 21 to to TO kim-ai-2021 72 22 act act VB kim-ai-2021 72 23 in in IN kim-ai-2021 72 24 a a DT kim-ai-2021 72 25 tricky tricky JJ kim-ai-2021 72 26 situation situation NN kim-ai-2021 72 27 such such JJ kim-ai-2021 72 28 as as IN kim-ai-2021 72 29 the the DT kim-ai-2021 72 30 trolley trolley NN kim-ai-2021 72 31 problem.10 problem.10 NNP kim-ai-2021 72 32 Understanding Understanding NNP kim-ai-2021 72 33 What what WP kim-ai-2021 72 34 Ethics Ethics NNP kim-ai-2021 72 35 Has have VBZ kim-ai-2021 72 36 to to TO kim-ai-2021 72 37 Offer offer VB kim-ai-2021 72 38 Now now RB kim-ai-2021 72 39 , , , kim-ai-2021 72 40 let let VB kim-ai-2021 72 41 us -PRON- PRP kim-ai-2021 72 42 consider consider VB kim-ai-2021 72 43 AI AI NNP kim-ai-2021 72 44 - - HYPH kim-ai-2021 72 45 powered power VBN kim-ai-2021 72 46 military military JJ kim-ai-2021 72 47 robots robot NNS kim-ai-2021 72 48 and and CC kim-ai-2021 72 49 autonomous autonomous JJ kim-ai-2021 72 50 weapons weapon NNS kim-ai-2021 72 51 systems system NNS kim-ai-2021 72 52 since since IN kim-ai-2021 72 53 they -PRON- PRP kim-ai-2021 72 54 present present VBP kim-ai-2021 72 55 the the DT kim-ai-2021 72 56 moral moral JJ kim-ai-2021 72 57 dilemma dilemma NN kim-ai-2021 72 58 in in IN kim-ai-2021 72 59 the the DT kim-ai-2021 72 60 trolley trolley NN kim-ai-2021 72 61 problem problem NN kim-ai-2021 72 62 more more RBR kim-ai-2021 72 63 convincingly convincingly RB kim-ai-2021 72 64 due due JJ kim-ai-2021 72 65 to to IN kim-ai-2021 72 66 the the DT kim-ai-2021 72 67 high high JJ kim-ai-2021 72 68 stakes stake NNS kim-ai-2021 72 69 in- in- JJ kim-ai-2021 72 70 volved volved NN kim-ai-2021 72 71 . . . kim-ai-2021 73 1 Suppose suppose VB kim-ai-2021 73 2 that that IN kim-ai-2021 73 3 some some DT kim-ai-2021 73 4 engineers engineer NNS kim-ai-2021 73 5 , , , kim-ai-2021 73 6 following follow VBG kim-ai-2021 73 7 utilitarianism utilitarianism NN kim-ai-2021 73 8 and and CC kim-ai-2021 73 9 interpreting interpret VBG kim-ai-2021 73 10 victory victory NN kim-ai-2021 73 11 as as IN kim-ai-2021 73 12 the the DT kim-ai-2021 73 13 ul- ul- JJ kim-ai-2021 73 14 timate timate NN kim-ai-2021 73 15 good good JJ kim-ai-2021 73 16 / / SYM kim-ai-2021 73 17 utility utility NN kim-ai-2021 73 18 , , , kim-ai-2021 73 19 wish wish VBP kim-ai-2021 73 20 to to TO kim-ai-2021 73 21 program program VB kim-ai-2021 73 22 an an DT kim-ai-2021 73 23 unmanned unmanned JJ kim-ai-2021 73 24 aerial aerial JJ kim-ai-2021 73 25 vehicle vehicle NN kim-ai-2021 73 26 ( ( -LRB- kim-ai-2021 73 27 UAV UAV NNP kim-ai-2021 73 28 ) ) -RRB- kim-ai-2021 73 29 to to TO kim-ai-2021 73 30 autonomously autonomously RB kim-ai-2021 73 31 drop drop VB kim-ai-2021 73 32 7For 7for CD kim-ai-2021 73 33 an an DT kim-ai-2021 73 34 overview overview NN kim-ai-2021 73 35 , , , kim-ai-2021 73 36 see see VB kim-ai-2021 73 37 ( ( -LRB- kim-ai-2021 73 38 Sinnott Sinnott NNP kim-ai-2021 73 39 - - HYPH kim-ai-2021 73 40 Armstrong Armstrong NNP kim-ai-2021 73 41 , , , kim-ai-2021 73 42 2019 2019 CD kim-ai-2021 73 43 ) ) -RRB- kim-ai-2021 73 44 and and CC kim-ai-2021 73 45 ( ( -LRB- kim-ai-2021 73 46 Alexander Alexander NNP kim-ai-2021 73 47 and and CC kim-ai-2021 73 48 Moore Moore NNP kim-ai-2021 73 49 , , , kim-ai-2021 73 50 2016 2016 CD kim-ai-2021 73 51 ) ) -RRB- kim-ai-2021 73 52 . . . kim-ai-2021 74 1 8For 8for LS kim-ai-2021 74 2 an an DT kim-ai-2021 74 3 empirical empirical JJ kim-ai-2021 74 4 study study NN kim-ai-2021 74 5 on on IN kim-ai-2021 74 6 this this DT kim-ai-2021 74 7 , , , kim-ai-2021 74 8 see see VB kim-ai-2021 74 9 ( ( -LRB- kim-ai-2021 74 10 Cushman Cushman NNP kim-ai-2021 74 11 , , , kim-ai-2021 74 12 Young Young NNP kim-ai-2021 74 13 , , , kim-ai-2021 74 14 and and CC kim-ai-2021 74 15 Hauser Hauser NNP kim-ai-2021 74 16 2006 2006 CD kim-ai-2021 74 17 ) ) -RRB- kim-ai-2021 74 18 . . . kim-ai-2021 75 1 For for IN kim-ai-2021 75 2 the the DT kim-ai-2021 75 3 results result NNS kim-ai-2021 75 4 of of IN kim-ai-2021 75 5 a a DT kim-ai-2021 75 6 similar similar JJ kim-ai-2021 75 7 survey survey NN kim-ai-2021 75 8 that that WDT kim-ai-2021 75 9 involves involve VBZ kim-ai-2021 75 10 an an DT kim-ai-2021 75 11 autonomous autonomous JJ kim-ai-2021 75 12 car car NN kim-ai-2021 75 13 instead instead RB kim-ai-2021 75 14 of of IN kim-ai-2021 75 15 a a DT kim-ai-2021 75 16 trolley trolley NN kim-ai-2021 75 17 , , , kim-ai-2021 75 18 see see VB kim-ai-2021 75 19 ( ( -LRB- kim-ai-2021 75 20 Bonnefon Bonnefon NNP kim-ai-2021 75 21 , , , kim-ai-2021 75 22 Shariff Shariff NNP kim-ai-2021 75 23 , , , kim-ai-2021 75 24 and and CC kim-ai-2021 75 25 Rahwan Rahwan NNP kim-ai-2021 75 26 2016 2016 CD kim-ai-2021 75 27 ) ) -RRB- kim-ai-2021 75 28 . . . kim-ai-2021 76 1 9For 9for CD kim-ai-2021 76 2 an an DT kim-ai-2021 76 3 attempt attempt NN kim-ai-2021 76 4 to to TO kim-ai-2021 76 5 identify identify VB kim-ai-2021 76 6 moral moral JJ kim-ai-2021 76 7 principles principle NNS kim-ai-2021 76 8 behind behind IN kim-ai-2021 76 9 our -PRON- PRP$ kim-ai-2021 76 10 moral moral JJ kim-ai-2021 76 11 intuition intuition NN kim-ai-2021 76 12 in in IN kim-ai-2021 76 13 different different JJ kim-ai-2021 76 14 versions version NNS kim-ai-2021 76 15 of of IN kim-ai-2021 76 16 the the DT kim-ai-2021 76 17 trolley trolley NN kim-ai-2021 76 18 problem problem NN kim-ai-2021 76 19 and and CC kim-ai-2021 76 20 other other JJ kim-ai-2021 76 21 similar similar JJ kim-ai-2021 76 22 cases case NNS kim-ai-2021 76 23 , , , kim-ai-2021 76 24 see see VB kim-ai-2021 76 25 ( ( -LRB- kim-ai-2021 76 26 Thomson Thomson NNP kim-ai-2021 76 27 1976 1976 CD kim-ai-2021 76 28 ) ) -RRB- kim-ai-2021 76 29 . . . kim-ai-2021 77 1 10Some 10some LS kim-ai-2021 77 2 moral moral JJ kim-ai-2021 77 3 philosophers philosopher NNS kim-ai-2021 77 4 doubt doubt VBP kim-ai-2021 77 5 the the DT kim-ai-2021 77 6 value value NN kim-ai-2021 77 7 of of IN kim-ai-2021 77 8 our -PRON- PRP$ kim-ai-2021 77 9 moral moral JJ kim-ai-2021 77 10 intuition intuition NN kim-ai-2021 77 11 in in IN kim-ai-2021 77 12 constructing construct VBG kim-ai-2021 77 13 a a DT kim-ai-2021 77 14 moral moral JJ kim-ai-2021 77 15 theory theory NN kim-ai-2021 77 16 . . . kim-ai-2021 78 1 See see VB kim-ai-2021 78 2 ( ( -LRB- kim-ai-2021 78 3 Singer singer NN kim-ai-2021 78 4 2005 2005 CD kim-ai-2021 78 5 ) ) -RRB- kim-ai-2021 78 6 , , , kim-ai-2021 78 7 for for IN kim-ai-2021 78 8 example example NN kim-ai-2021 78 9 . . . kim-ai-2021 79 1 But but CC kim-ai-2021 79 2 a a DT kim-ai-2021 79 3 moral moral JJ kim-ai-2021 79 4 theory theory NN kim-ai-2021 79 5 that that IN kim-ai-2021 79 6 clashes clash NNS kim-ai-2021 79 7 with with IN kim-ai-2021 79 8 common common JJ kim-ai-2021 79 9 moral moral JJ kim-ai-2021 79 10 intuition intuition NN kim-ai-2021 79 11 is be VBZ kim-ai-2021 79 12 unlikely unlikely JJ kim-ai-2021 79 13 to to TO kim-ai-2021 79 14 be be VB kim-ai-2021 79 15 sought seek VBN kim-ai-2021 79 16 out out RP kim-ai-2021 79 17 as as IN kim-ai-2021 79 18 a a DT kim-ai-2021 79 19 guide guide NN kim-ai-2021 79 20 to to IN kim-ai-2021 79 21 making make VBG kim-ai-2021 79 22 an an DT kim-ai-2021 79 23 ethical ethical JJ kim-ai-2021 79 24 decision decision NN kim-ai-2021 79 25 . . . kim-ai-2021 80 1 76 76 CD kim-ai-2021 80 2 Machine Machine NNP kim-ai-2021 80 3 Learning Learning NNP kim-ai-2021 80 4 , , , kim-ai-2021 80 5 Libraries Libraries NNPS kim-ai-2021 80 6 , , , kim-ai-2021 80 7 and and CC kim-ai-2021 80 8 Cross Cross NNP kim-ai-2021 80 9 - - NNP kim-ai-2021 80 10 Disciplinary Disciplinary NNP kim-ai-2021 80 11 ResearchǔChapter ResearchǔChapter NNP kim-ai-2021 80 12 7 7 CD kim-ai-2021 80 13 bombs bomb NNS kim-ai-2021 80 14 in in IN kim-ai-2021 80 15 order order NN kim-ai-2021 80 16 to to TO kim-ai-2021 80 17 maximize maximize VB kim-ai-2021 80 18 the the DT kim-ai-2021 80 19 chances chance NNS kim-ai-2021 80 20 of of IN kim-ai-2021 80 21 victory victory NN kim-ai-2021 80 22 . . . kim-ai-2021 81 1 That that DT kim-ai-2021 81 2 may may MD kim-ai-2021 81 3 result result VB kim-ai-2021 81 4 in in IN kim-ai-2021 81 5 sacrificing sacrifice VBG kim-ai-2021 81 6 a a DT kim-ai-2021 81 7 greater great JJR kim-ai-2021 81 8 num- num- NN kim-ai-2021 81 9 ber ber NN kim-ai-2021 81 10 of of IN kim-ai-2021 81 11 civilians civilian NNS kim-ai-2021 81 12 than than IN kim-ai-2021 81 13 necessary necessary JJ kim-ai-2021 81 14 , , , kim-ai-2021 81 15 and and CC kim-ai-2021 81 16 many many JJ kim-ai-2021 81 17 will will MD kim-ai-2021 81 18 consider consider VB kim-ai-2021 81 19 this this DT kim-ai-2021 81 20 to to TO kim-ai-2021 81 21 be be VB kim-ai-2021 81 22 morally morally RB kim-ai-2021 81 23 wrong wrong JJ kim-ai-2021 81 24 . . . kim-ai-2021 82 1 Now now RB kim-ai-2021 82 2 imagine imagine VB kim-ai-2021 82 3 different different JJ kim-ai-2021 82 4 engineers engineer NNS kim-ai-2021 82 5 who who WP kim-ai-2021 82 6 , , , kim-ai-2021 82 7 adopting adopt VBG kim-ai-2021 82 8 deontology deontology NN kim-ai-2021 82 9 and and CC kim-ai-2021 82 10 following follow VBG kim-ai-2021 82 11 the the DT kim-ai-2021 82 12 moral moral JJ kim-ai-2021 82 13 principle principle NN kim-ai-2021 82 14 of of IN kim-ai-2021 82 15 not not RB kim-ai-2021 82 16 killing kill VBG kim-ai-2021 82 17 people people NNS kim-ai-2021 82 18 , , , kim-ai-2021 82 19 program program VB kim-ai-2021 82 20 a a DT kim-ai-2021 82 21 UAV UAV NNP kim-ai-2021 82 22 to to TO kim-ai-2021 82 23 autonomously autonomously RB kim-ai-2021 82 24 act act VB kim-ai-2021 82 25 in in IN kim-ai-2021 82 26 a a DT kim-ai-2021 82 27 manner manner NN kim-ai-2021 82 28 that that WDT kim-ai-2021 82 29 minimizes minimize VBZ kim-ai-2021 82 30 casualties casualty NNS kim-ai-2021 82 31 . . . kim-ai-2021 83 1 This this DT kim-ai-2021 83 2 may may MD kim-ai-2021 83 3 lead lead VB kim-ai-2021 83 4 to to IN kim-ai-2021 83 5 defeat defeat NN kim-ai-2021 83 6 on on IN kim-ai-2021 83 7 the the DT kim-ai-2021 83 8 battlefield battlefield NN kim-ai-2021 83 9 , , , kim-ai-2021 83 10 because because IN kim-ai-2021 83 11 minimizing minimize VBG kim-ai-2021 83 12 casualties casualty NNS kim-ai-2021 83 13 may may MD kim-ai-2021 83 14 not not RB kim-ai-2021 83 15 be be VB kim-ai-2021 83 16 always always RB kim-ai-2021 83 17 advantageous advantageous JJ kim-ai-2021 83 18 to to IN kim-ai-2021 83 19 winning win VBG kim-ai-2021 83 20 a a DT kim-ai-2021 83 21 war war NN kim-ai-2021 83 22 . . . kim-ai-2021 84 1 From from IN kim-ai-2021 84 2 these these DT kim-ai-2021 84 3 examples example NNS kim-ai-2021 84 4 , , , kim-ai-2021 84 5 we -PRON- PRP kim-ai-2021 84 6 can can MD kim-ai-2021 84 7 see see VB kim-ai-2021 84 8 that that IN kim-ai-2021 84 9 philosophical philosophical JJ kim-ai-2021 84 10 insights insight NNS kim-ai-2021 84 11 from from IN kim-ai-2021 84 12 utilitarian- utilitarian- JJ kim-ai-2021 84 13 ism ism NN kim-ai-2021 84 14 and and CC kim-ai-2021 84 15 deontology deontology NN kim-ai-2021 84 16 may may MD kim-ai-2021 84 17 provide provide VB kim-ai-2021 84 18 little little JJ kim-ai-2021 84 19 practical practical JJ kim-ai-2021 84 20 guidance guidance NN kim-ai-2021 84 21 on on IN kim-ai-2021 84 22 how how WRB kim-ai-2021 84 23 to to TO kim-ai-2021 84 24 program program VB kim-ai-2021 84 25 autonomous autonomous JJ kim-ai-2021 84 26 AI AI NNP kim-ai-2021 84 27 systems system NNS kim-ai-2021 84 28 to to TO kim-ai-2021 84 29 act act VB kim-ai-2021 84 30 morally morally RB kim-ai-2021 84 31 . . . kim-ai-2021 85 1 Ethicists ethicist NNS kim-ai-2021 85 2 seek seek VBP kim-ai-2021 85 3 abstract abstract JJ kim-ai-2021 85 4 principles principle NNS kim-ai-2021 85 5 that that WDT kim-ai-2021 85 6 can can MD kim-ai-2021 85 7 be be VB kim-ai-2021 85 8 generalized generalize VBN kim-ai-2021 85 9 . . . kim-ai-2021 86 1 For for IN kim-ai-2021 86 2 this this DT kim-ai-2021 86 3 reason reason NN kim-ai-2021 86 4 , , , kim-ai-2021 86 5 they -PRON- PRP kim-ai-2021 86 6 are be VBP kim-ai-2021 86 7 interested interested JJ kim-ai-2021 86 8 in in IN kim-ai-2021 86 9 borderline borderline NN kim-ai-2021 86 10 cases case NNS kim-ai-2021 86 11 that that WDT kim-ai-2021 86 12 reveal reveal VBP kim-ai-2021 86 13 subtle subtle JJ kim-ai-2021 86 14 differences difference NNS kim-ai-2021 86 15 in in IN kim-ai-2021 86 16 our -PRON- PRP$ kim-ai-2021 86 17 moral moral JJ kim-ai-2021 86 18 intuition intuition NN kim-ai-2021 86 19 and and CC kim-ai-2021 86 20 varying vary VBG kim-ai-2021 86 21 moral moral JJ kim-ai-2021 86 22 theories theory NNS kim-ai-2021 86 23 . . . kim-ai-2021 87 1 Their -PRON- PRP$ kim-ai-2021 87 2 goal goal NN kim-ai-2021 87 3 is be VBZ kim-ai-2021 87 4 to to TO kim-ai-2021 87 5 define define VB kim-ai-2021 87 6 what what WP kim-ai-2021 87 7 is be VBZ kim-ai-2021 87 8 moral moral JJ kim-ai-2021 87 9 and and CC kim-ai-2021 87 10 investigate investigate VB kim-ai-2021 87 11 how how WRB kim-ai-2021 87 12 moral moral JJ kim-ai-2021 87 13 reasoning reasoning NN kim-ai-2021 87 14 works work NNS kim-ai-2021 87 15 or or CC kim-ai-2021 87 16 should should MD kim-ai-2021 87 17 work work VB kim-ai-2021 87 18 . . . kim-ai-2021 88 1 By by IN kim-ai-2021 88 2 contrast contrast NN kim-ai-2021 88 3 , , , kim-ai-2021 88 4 engineers engineer NNS kim-ai-2021 88 5 and and CC kim-ai-2021 88 6 programmers programmer NNS kim-ai-2021 88 7 pursue pursue VBP kim-ai-2021 88 8 practical practical JJ kim-ai-2021 88 9 solutions solution NNS kim-ai-2021 88 10 to to IN kim-ai-2021 88 11 real real JJ kim-ai-2021 88 12 - - HYPH kim-ai-2021 88 13 life life NN kim-ai-2021 88 14 problems problem NNS kim-ai-2021 88 15 and and CC kim-ai-2021 88 16 look look VB kim-ai-2021 88 17 for for IN kim-ai-2021 88 18 guidelines guideline NNS kim-ai-2021 88 19 that that WDT kim-ai-2021 88 20 will will MD kim-ai-2021 88 21 help help VB kim-ai-2021 88 22 with with IN kim-ai-2021 88 23 implementing implement VBG kim-ai-2021 88 24 those those DT kim-ai-2021 88 25 solutions solution NNS kim-ai-2021 88 26 . . . kim-ai-2021 89 1 Their -PRON- PRP$ kim-ai-2021 89 2 focus focus NN kim-ai-2021 89 3 is be VBZ kim-ai-2021 89 4 on on IN kim-ai-2021 89 5 creating create VBG kim-ai-2021 89 6 a a DT kim-ai-2021 89 7 set set NN kim-ai-2021 89 8 of of IN kim-ai-2021 89 9 constraints constraint NNS kim-ai-2021 89 10 and and CC kim-ai-2021 89 11 if if IN kim-ai-2021 89 12 - - HYPH kim-ai-2021 89 13 then then RB kim-ai-2021 89 14 statements statement NNS kim-ai-2021 89 15 , , , kim-ai-2021 89 16 which which WDT kim-ai-2021 89 17 will will MD kim-ai-2021 89 18 allow allow VB kim-ai-2021 89 19 a a DT kim-ai-2021 89 20 machine machine NN kim-ai-2021 89 21 to to TO kim-ai-2021 89 22 identify identify VB kim-ai-2021 89 23 and and CC kim-ai-2021 89 24 process process VB kim-ai-2021 89 25 morally morally RB kim-ai-2021 89 26 relevant relevant JJ kim-ai-2021 89 27 considerations consideration NNS kim-ai-2021 89 28 , , , kim-ai-2021 89 29 so so IN kim-ai-2021 89 30 that that IN kim-ai-2021 89 31 it -PRON- PRP kim-ai-2021 89 32 can can MD kim-ai-2021 89 33 determine determine VB kim-ai-2021 89 34 and and CC kim-ai-2021 89 35 execute execute VB kim-ai-2021 89 36 an an DT kim-ai-2021 89 37 action action NN kim-ai-2021 89 38 that that WDT kim-ai-2021 89 39 is be VBZ kim-ai-2021 89 40 not not RB kim-ai-2021 89 41 only only RB kim-ai-2021 89 42 rational rational JJ kim-ai-2021 89 43 but but CC kim-ai-2021 89 44 also also RB kim-ai-2021 89 45 ethical ethical JJ kim-ai-2021 89 46 in in IN kim-ai-2021 89 47 the the DT kim-ai-2021 89 48 given give VBN kim-ai-2021 89 49 situation.11 situation.11 NNP kim-ai-2021 89 50 On on IN kim-ai-2021 89 51 the the DT kim-ai-2021 89 52 other other JJ kim-ai-2021 89 53 hand hand NN kim-ai-2021 89 54 , , , kim-ai-2021 89 55 the the DT kim-ai-2021 89 56 goal goal NN kim-ai-2021 89 57 of of IN kim-ai-2021 89 58 military military JJ kim-ai-2021 89 59 commanders commander NNS kim-ai-2021 89 60 and and CC kim-ai-2021 89 61 soldiers soldier NNS kim-ai-2021 89 62 is be VBZ kim-ai-2021 89 63 to to TO kim-ai-2021 89 64 end end VB kim-ai-2021 89 65 a a DT kim-ai-2021 89 66 conflict conflict NN kim-ai-2021 89 67 , , , kim-ai-2021 89 68 bring bring VB kim-ai-2021 89 69 peace peace NN kim-ai-2021 89 70 , , , kim-ai-2021 89 71 and and CC kim-ai-2021 89 72 facilitate facilitate VB kim-ai-2021 89 73 restoring restore VBG kim-ai-2021 89 74 and and CC kim-ai-2021 89 75 establishing establish VBG kim-ai-2021 89 76 universally universally RB kim-ai-2021 89 77 recognized recognize VBN kim-ai-2021 89 78 human human JJ kim-ai-2021 89 79 values value NNS kim-ai-2021 89 80 such such JJ kim-ai-2021 89 81 as as IN kim-ai-2021 89 82 free- free- NNP kim-ai-2021 89 83 dom dom NN kim-ai-2021 89 84 , , , kim-ai-2021 89 85 equality equality NN kim-ai-2021 89 86 , , , kim-ai-2021 89 87 justice justice NN kim-ai-2021 89 88 , , , kim-ai-2021 89 89 and and CC kim-ai-2021 89 90 self self NN kim-ai-2021 89 91 - - HYPH kim-ai-2021 89 92 determination determination NN kim-ai-2021 89 93 . . . kim-ai-2021 90 1 In in IN kim-ai-2021 90 2 order order NN kim-ai-2021 90 3 to to TO kim-ai-2021 90 4 achieve achieve VB kim-ai-2021 90 5 this this DT kim-ai-2021 90 6 goal goal NN kim-ai-2021 90 7 , , , kim-ai-2021 90 8 they -PRON- PRP kim-ai-2021 90 9 must must MD kim-ai-2021 90 10 make make VB kim-ai-2021 90 11 the the DT kim-ai-2021 90 12 best good JJS kim-ai-2021 90 13 strategic strategic JJ kim-ai-2021 90 14 decisions decision NNS kim-ai-2021 90 15 and and CC kim-ai-2021 90 16 take take VB kim-ai-2021 90 17 the the DT kim-ai-2021 90 18 most most RBS kim-ai-2021 90 19 appropriate appropriate JJ kim-ai-2021 90 20 actions action NNS kim-ai-2021 90 21 . . . kim-ai-2021 91 1 In in IN kim-ai-2021 91 2 deciding decide VBG kim-ai-2021 91 3 on on IN kim-ai-2021 91 4 those those DT kim-ai-2021 91 5 actions action NNS kim-ai-2021 91 6 , , , kim-ai-2021 91 7 they -PRON- PRP kim-ai-2021 91 8 are be VBP kim-ai-2021 91 9 also also RB kim-ai-2021 91 10 responsible responsible JJ kim-ai-2021 91 11 for for IN kim-ai-2021 91 12 abiding abide VBG kim-ai-2021 91 13 by by IN kim-ai-2021 91 14 the the DT kim-ai-2021 91 15 principles principle NNS kim-ai-2021 91 16 of of IN kim-ai-2021 91 17 jus jus NN kim-ai-2021 91 18 in in IN kim-ai-2021 91 19 bello bello NN kim-ai-2021 91 20 and and CC kim-ai-2021 91 21 for for IN kim-ai-2021 91 22 not not RB kim-ai-2021 91 23 abdicating abdicate VBG kim-ai-2021 91 24 their -PRON- PRP$ kim-ai-2021 91 25 moral moral JJ kim-ai-2021 91 26 responsibility responsibility NN kim-ai-2021 91 27 , , , kim-ai-2021 91 28 protecting protect VBG kim-ai-2021 91 29 civilians civilian NNS kim-ai-2021 91 30 and and CC kim-ai-2021 91 31 minimizing minimize VBG kim-ai-2021 91 32 harm harm NN kim-ai-2021 91 33 , , , kim-ai-2021 91 34 violence violence NN kim-ai-2021 91 35 , , , kim-ai-2021 91 36 and and CC kim-ai-2021 91 37 destruction destruction NN kim-ai-2021 91 38 as as RB kim-ai-2021 91 39 much much RB kim-ai-2021 91 40 as as IN kim-ai-2021 91 41 possible.12 possible.12 NNP kim-ai-2021 91 42 The the DT kim-ai-2021 91 43 goal goal NN kim-ai-2021 91 44 of of IN kim-ai-2021 91 45 military military JJ kim-ai-2021 91 46 commanders commander NNS kim-ai-2021 91 47 and and CC kim-ai-2021 91 48 soldiers soldier NNS kim-ai-2021 91 49 , , , kim-ai-2021 91 50 therefore therefore RB kim-ai-2021 91 51 , , , kim-ai-2021 91 52 differs differ NNS kim-ai-2021 91 53 from from IN kim-ai-2021 91 54 those those DT kim-ai-2021 91 55 of of IN kim-ai-2021 91 56 moral moral JJ kim-ai-2021 91 57 philosophers philosopher NNS kim-ai-2021 91 58 or or CC kim-ai-2021 91 59 of of IN kim-ai-2021 91 60 the the DT kim-ai-2021 91 61 engineers engineer NNS kim-ai-2021 91 62 who who WP kim-ai-2021 91 63 build build VBP kim-ai-2021 91 64 autonomous autonomous JJ kim-ai-2021 91 65 weapons weapon NNS kim-ai-2021 91 66 . . . kim-ai-2021 92 1 They -PRON- PRP kim-ai-2021 92 2 are be VBP kim-ai-2021 92 3 obligated obligate VBN kim-ai-2021 92 4 to to TO kim-ai-2021 92 5 make make VB kim-ai-2021 92 6 quick quick JJ kim-ai-2021 92 7 decisions decision NNS kim-ai-2021 92 8 in in IN kim-ai-2021 92 9 a a DT kim-ai-2021 92 10 life life NN kim-ai-2021 92 11 - - HYPH kim-ai-2021 92 12 or or CC kim-ai-2021 92 13 - - HYPH kim-ai-2021 92 14 death death NN kim-ai-2021 92 15 situation situation NN kim-ai-2021 92 16 while while IN kim-ai-2021 92 17 working work VBG kim-ai-2021 92 18 with with IN kim-ai-2021 92 19 AI AI NNP kim-ai-2021 92 20 - - HYPH kim-ai-2021 92 21 powered power VBN kim-ai-2021 92 22 military military JJ kim-ai-2021 92 23 systems system NNS kim-ai-2021 92 24 . . . kim-ai-2021 93 1 These these DT kim-ai-2021 93 2 different different JJ kim-ai-2021 93 3 goals goal NNS kim-ai-2021 93 4 and and CC kim-ai-2021 93 5 interests interest NNS kim-ai-2021 93 6 explain explain VBP kim-ai-2021 93 7 why why WRB kim-ai-2021 93 8 moral moral JJ kim-ai-2021 93 9 philosophers philosopher NNS kim-ai-2021 93 10 ’ ’ POS kim-ai-2021 93 11 discussion discussion NN kim-ai-2021 93 12 on on IN kim-ai-2021 93 13 the the DT kim-ai-2021 93 14 trolley trolley NN kim-ai-2021 93 15 problem problem NN kim-ai-2021 93 16 may may MD kim-ai-2021 93 17 be be VB kim-ai-2021 93 18 disappointing disappointing JJ kim-ai-2021 93 19 to to IN kim-ai-2021 93 20 AI AI NNP kim-ai-2021 93 21 programmers programmer NNS kim-ai-2021 93 22 or or CC kim-ai-2021 93 23 military military JJ kim-ai-2021 93 24 commanders commander NNS kim-ai-2021 93 25 and and CC kim-ai-2021 93 26 soldiers soldier NNS kim-ai-2021 93 27 . . . kim-ai-2021 94 1 Ethics ethic NNS kim-ai-2021 94 2 does do VBZ kim-ai-2021 94 3 not not RB kim-ai-2021 94 4 provide provide VB kim-ai-2021 94 5 an an DT kim-ai-2021 94 6 easy easy JJ kim-ai-2021 94 7 answer answer NN kim-ai-2021 94 8 to to IN kim-ai-2021 94 9 the the DT kim-ai-2021 94 10 question question NN kim-ai-2021 94 11 of of IN kim-ai-2021 94 12 how how WRB kim-ai-2021 94 13 one one PRP kim-ai-2021 94 14 should should MD kim-ai-2021 94 15 program program VB kim-ai-2021 94 16 moral moral JJ kim-ai-2021 94 17 decision- decision- NN kim-ai-2021 94 18 making make VBG kim-ai-2021 94 19 into into IN kim-ai-2021 94 20 intelligent intelligent JJ kim-ai-2021 94 21 machines machine NNS kim-ai-2021 94 22 . . . kim-ai-2021 95 1 Nor nor CC kim-ai-2021 95 2 does do VBZ kim-ai-2021 95 3 it -PRON- PRP kim-ai-2021 95 4 prescribe prescribe VB kim-ai-2021 95 5 the the DT kim-ai-2021 95 6 right right JJ kim-ai-2021 95 7 moral moral JJ kim-ai-2021 95 8 decision decision NN kim-ai-2021 95 9 in in IN kim-ai-2021 95 10 a a DT kim-ai-2021 95 11 battlefield battlefield NN kim-ai-2021 95 12 . . . kim-ai-2021 96 1 But but CC kim-ai-2021 96 2 taking take VBG kim-ai-2021 96 3 this this DT kim-ai-2021 96 4 as as IN kim-ai-2021 96 5 a a DT kim-ai-2021 96 6 shortcoming shortcoming NN kim-ai-2021 96 7 of of IN kim-ai-2021 96 8 ethics ethic NNS kim-ai-2021 96 9 is be VBZ kim-ai-2021 96 10 missing miss VBG kim-ai-2021 96 11 the the DT kim-ai-2021 96 12 point point NN kim-ai-2021 96 13 . . . kim-ai-2021 97 1 The the DT kim-ai-2021 97 2 role role NN kim-ai-2021 97 3 of of IN kim-ai-2021 97 4 moral moral JJ kim-ai-2021 97 5 philosophy philosophy NN kim-ai-2021 97 6 is be VBZ kim-ai-2021 97 7 not not RB kim-ai-2021 97 8 to to TO kim-ai-2021 97 9 make make VB kim-ai-2021 97 10 decision decision NN kim-ai-2021 97 11 - - HYPH kim-ai-2021 97 12 making make VBG kim-ai-2021 97 13 easier easy JJR kim-ai-2021 97 14 but but CC kim-ai-2021 97 15 to to TO kim-ai-2021 97 16 highlight highlight VB kim-ai-2021 97 17 and and CC kim-ai-2021 97 18 articulate articulate VB kim-ai-2021 97 19 the the DT kim-ai-2021 97 20 difficulty difficulty NN kim-ai-2021 97 21 and and CC kim-ai-2021 97 22 complexity complexity NN kim-ai-2021 97 23 involved involve VBN kim-ai-2021 97 24 in in IN kim-ai-2021 97 25 it -PRON- PRP kim-ai-2021 97 26 . . . kim-ai-2021 98 1 Ethical ethical JJ kim-ai-2021 98 2 Challenges Challenges NNPS kim-ai-2021 98 3 from from IN kim-ai-2021 98 4 Autonomous Autonomous NNP kim-ai-2021 98 5 AI AI NNP kim-ai-2021 98 6 Systems Systems NNP kim-ai-2021 98 7 The the DT kim-ai-2021 98 8 complexity complexity NN kim-ai-2021 98 9 of of IN kim-ai-2021 98 10 ethical ethical JJ kim-ai-2021 98 11 questions question NNS kim-ai-2021 98 12 means mean VBZ kim-ai-2021 98 13 that that IN kim-ai-2021 98 14 dealing deal VBG kim-ai-2021 98 15 with with IN kim-ai-2021 98 16 the the DT kim-ai-2021 98 17 morality morality NN kim-ai-2021 98 18 of of IN kim-ai-2021 98 19 an an DT kim-ai-2021 98 20 action action NN kim-ai-2021 98 21 by by IN kim-ai-2021 98 22 an an DT kim-ai-2021 98 23 autonomous autonomous JJ kim-ai-2021 98 24 AI ai NN kim-ai-2021 98 25 system system NN kim-ai-2021 98 26 will will MD kim-ai-2021 98 27 require require VB kim-ai-2021 98 28 more more JJR kim-ai-2021 98 29 than than IN kim-ai-2021 98 30 a a DT kim-ai-2021 98 31 clever clever JJ kim-ai-2021 98 32 engineering engineering NN kim-ai-2021 98 33 or or CC kim-ai-2021 98 34 programming programming NN kim-ai-2021 98 35 solution solution NN kim-ai-2021 98 36 . . . kim-ai-2021 99 1 The the DT kim-ai-2021 99 2 fact fact NN kim-ai-2021 99 3 that that IN kim-ai-2021 99 4 ethics ethic NNS kim-ai-2021 99 5 does do VBZ kim-ai-2021 99 6 not not RB kim-ai-2021 99 7 eliminate eliminate VB kim-ai-2021 99 8 the the DT kim-ai-2021 99 9 inherent inherent JJ kim-ai-2021 99 10 ambiguity ambiguity NN kim-ai-2021 99 11 in in IN kim-ai-2021 99 12 many many JJ kim-ai-2021 99 13 moral moral JJ kim-ai-2021 99 14 decisions decision NNS kim-ai-2021 99 15 should should MD kim-ai-2021 99 16 not not RB kim-ai-2021 99 17 lead lead VB kim-ai-2021 99 18 to to IN kim-ai-2021 99 19 the the DT kim-ai-2021 99 20 dismissal dismissal NN kim-ai-2021 99 21 of of IN kim-ai-2021 99 22 ethical ethical JJ kim-ai-2021 99 23 challenges challenge NNS kim-ai-2021 99 24 from from IN kim-ai-2021 99 25 autonomous autonomous JJ kim-ai-2021 99 26 AI AI NNP kim-ai-2021 99 27 systems system NNS kim-ai-2021 99 28 . . . kim-ai-2021 100 1 By by IN kim-ai-2021 100 2 injecting inject VBG kim-ai-2021 100 3 the the DT kim-ai-2021 100 4 capacity capacity NN kim-ai-2021 100 5 for for IN kim-ai-2021 100 6 autonomous autonomous JJ kim-ai-2021 100 7 decision decision NN kim-ai-2021 100 8 - - HYPH kim-ai-2021 100 9 making making NN kim-ai-2021 100 10 into into IN kim-ai-2021 100 11 machines machine NNS kim-ai-2021 100 12 , , , kim-ai-2021 100 13 AI AI NNP kim-ai-2021 100 14 can can MD kim-ai-2021 100 15 fundamentally fundamentally RB kim-ai-2021 100 16 transform transform VB kim-ai-2021 100 17 any any DT kim-ai-2021 100 18 given give VBN kim-ai-2021 100 19 field field NN kim-ai-2021 100 20 . . . kim-ai-2021 101 1 For for IN kim-ai-2021 101 2 example example NN kim-ai-2021 101 3 , , , kim-ai-2021 101 4 AI AI NNP kim-ai-2021 101 5 - - HYPH kim-ai-2021 101 6 powered power VBN kim-ai-2021 101 7 military military JJ kim-ai-2021 101 8 robots robot NNS kim-ai-2021 101 9 are be VBP kim-ai-2021 101 10 not not RB kim-ai-2021 101 11 just just RB kim-ai-2021 101 12 another another DT kim-ai-2021 101 13 kind kind NN kim-ai-2021 101 14 of of IN kim-ai-2021 101 15 weapon weapon NN kim-ai-2021 101 16 . . . kim-ai-2021 102 1 When when WRB kim-ai-2021 102 2 widely widely RB kim-ai-2021 102 3 deployed deploy VBN kim-ai-2021 102 4 , , , kim-ai-2021 102 5 they -PRON- PRP kim-ai-2021 102 6 can can MD kim-ai-2021 102 7 change change VB kim-ai-2021 102 8 the the DT kim-ai-2021 102 9 nature nature NN kim-ai-2021 102 10 of of IN kim-ai-2021 102 11 war war NN kim-ai-2021 102 12 itself -PRON- PRP kim-ai-2021 102 13 . . . kim-ai-2021 103 1 Described describe VBN kim-ai-2021 103 2 below below IN kim-ai-2021 103 3 are be VBP kim-ai-2021 103 4 some some DT kim-ai-2021 103 5 of of IN kim-ai-2021 103 6 the the DT kim-ai-2021 103 7 signif- signif- JJ kim-ai-2021 103 8 icant icant NNP kim-ai-2021 103 9 ethical ethical JJ kim-ai-2021 103 10 challenges challenge NNS kim-ai-2021 103 11 that that WDT kim-ai-2021 103 12 autonomous autonomous JJ kim-ai-2021 103 13 AI AI NNP kim-ai-2021 103 14 systems system NNS kim-ai-2021 103 15 such such JJ kim-ai-2021 103 16 as as IN kim-ai-2021 103 17 military military JJ kim-ai-2021 103 18 robots robot NNS kim-ai-2021 103 19 present present JJ kim-ai-2021 103 20 . . . kim-ai-2021 104 1 Note note VB kim-ai-2021 104 2 that that IN kim-ai-2021 104 3 11Note 11note CD kim-ai-2021 104 4 that that IN kim-ai-2021 104 5 this this DT kim-ai-2021 104 6 moral moral JJ kim-ai-2021 104 7 decision decision NN kim-ai-2021 104 8 - - HYPH kim-ai-2021 104 9 making make VBG kim-ai-2021 104 10 process process NN kim-ai-2021 104 11 can can MD kim-ai-2021 104 12 be be VB kim-ai-2021 104 13 modeled model VBN kim-ai-2021 104 14 with with IN kim-ai-2021 104 15 a a DT kim-ai-2021 104 16 rule rule NN kim-ai-2021 104 17 - - HYPH kim-ai-2021 104 18 based base VBN kim-ai-2021 104 19 symbolic symbolic JJ kim-ai-2021 104 20 AI AI NNP kim-ai-2021 104 21 approach approach NN kim-ai-2021 104 22 , , , kim-ai-2021 104 23 a a DT kim-ai-2021 104 24 machine machine NN kim-ai-2021 104 25 learning learn VBG kim-ai-2021 104 26 approach approach NN kim-ai-2021 104 27 , , , kim-ai-2021 104 28 or or CC kim-ai-2021 104 29 a a DT kim-ai-2021 104 30 combination combination NN kim-ai-2021 104 31 of of IN kim-ai-2021 104 32 both both DT kim-ai-2021 104 33 . . . kim-ai-2021 105 1 See see VB kim-ai-2021 105 2 Vincent Vincent NNP kim-ai-2021 105 3 Conitzer Conitzer NNP kim-ai-2021 105 4 et et NNP kim-ai-2021 105 5 al al NNP kim-ai-2021 105 6 . . . kim-ai-2021 106 1 2017 2017 CD kim-ai-2021 106 2 . . . kim-ai-2021 107 1 12For 12for CD kim-ai-2021 107 2 the the DT kim-ai-2021 107 3 principles principle NNS kim-ai-2021 107 4 of of IN kim-ai-2021 107 5 jus jus NN kim-ai-2021 107 6 in in IN kim-ai-2021 107 7 bello bello NN kim-ai-2021 107 8 , , , kim-ai-2021 107 9 see see VB kim-ai-2021 107 10 International International NNP kim-ai-2021 107 11 Committee Committee NNP kim-ai-2021 107 12 of of IN kim-ai-2021 107 13 the the DT kim-ai-2021 107 14 Red Red NNP kim-ai-2021 107 15 Cross Cross NNP kim-ai-2021 107 16 2015 2015 CD kim-ai-2021 107 17 . . . kim-ai-2021 108 1 Kim Kim NNP kim-ai-2021 108 2 77 77 CD kim-ai-2021 108 3 in in IN kim-ai-2021 108 4 spite spite NN kim-ai-2021 108 5 of of IN kim-ai-2021 108 6 these these DT kim-ai-2021 108 7 ethical ethical JJ kim-ai-2021 108 8 concerns concern NNS kim-ai-2021 108 9 , , , kim-ai-2021 108 10 autonomous autonomous JJ kim-ai-2021 108 11 AI AI NNP kim-ai-2021 108 12 systems system NNS kim-ai-2021 108 13 are be VBP kim-ai-2021 108 14 likely likely JJ kim-ai-2021 108 15 to to TO kim-ai-2021 108 16 continue continue VB kim-ai-2021 108 17 to to TO kim-ai-2021 108 18 be be VB kim-ai-2021 108 19 developed develop VBN kim-ai-2021 108 20 and and CC kim-ai-2021 108 21 adopted adopt VBN kim-ai-2021 108 22 in in IN kim-ai-2021 108 23 many many JJ kim-ai-2021 108 24 areas area NNS kim-ai-2021 108 25 as as IN kim-ai-2021 108 26 a a DT kim-ai-2021 108 27 way way NN kim-ai-2021 108 28 to to TO kim-ai-2021 108 29 increase increase VB kim-ai-2021 108 30 efficiency efficiency NN kim-ai-2021 108 31 and and CC kim-ai-2021 108 32 lower low JJR kim-ai-2021 108 33 cost cost NN kim-ai-2021 108 34 . . . kim-ai-2021 109 1 ( ( -LRB- kim-ai-2021 109 2 a a LS kim-ai-2021 109 3 ) ) -RRB- kim-ai-2021 109 4 Moral moral JJ kim-ai-2021 109 5 desensitization desensitization NN kim-ai-2021 109 6 AI ai NN kim-ai-2021 109 7 - - HYPH kim-ai-2021 109 8 powered power VBN kim-ai-2021 109 9 military military JJ kim-ai-2021 109 10 robots robot NNS kim-ai-2021 109 11 are be VBP kim-ai-2021 109 12 more more RBR kim-ai-2021 109 13 capable capable JJ kim-ai-2021 109 14 than than IN kim-ai-2021 109 15 merely merely RB kim-ai-2021 109 16 remotely remotely RB kim-ai-2021 109 17 - - HYPH kim-ai-2021 109 18 operated operate VBN kim-ai-2021 109 19 weapons weapon NNS kim-ai-2021 109 20 . . . kim-ai-2021 110 1 They -PRON- PRP kim-ai-2021 110 2 can can MD kim-ai-2021 110 3 identify identify VB kim-ai-2021 110 4 a a DT kim-ai-2021 110 5 target target NN kim-ai-2021 110 6 and and CC kim-ai-2021 110 7 initiate initiate VB kim-ai-2021 110 8 an an DT kim-ai-2021 110 9 attack attack NN kim-ai-2021 110 10 on on IN kim-ai-2021 110 11 their -PRON- PRP$ kim-ai-2021 110 12 own own JJ kim-ai-2021 110 13 . . . kim-ai-2021 111 1 Due due IN kim-ai-2021 111 2 to to IN kim-ai-2021 111 3 their -PRON- PRP$ kim-ai-2021 111 4 autonomy autonomy NN kim-ai-2021 111 5 , , , kim-ai-2021 111 6 military military JJ kim-ai-2021 111 7 robots robot NNS kim-ai-2021 111 8 can can MD kim-ai-2021 111 9 significantly significantly RB kim-ai-2021 111 10 increase increase VB kim-ai-2021 111 11 the the DT kim-ai-2021 111 12 distance distance NN kim-ai-2021 111 13 between between IN kim-ai-2021 111 14 the the DT kim-ai-2021 111 15 party party NN kim-ai-2021 111 16 that that WDT kim-ai-2021 111 17 kills kill VBZ kim-ai-2021 111 18 and and CC kim-ai-2021 111 19 the the DT kim-ai-2021 111 20 party party NN kim-ai-2021 111 21 that that WDT kim-ai-2021 111 22 gets get VBZ kim-ai-2021 111 23 killed kill VBN kim-ai-2021 111 24 ( ( -LRB- kim-ai-2021 111 25 Sharkey Sharkey NNP kim-ai-2021 111 26 2012 2012 CD kim-ai-2021 111 27 ) ) -RRB- kim-ai-2021 111 28 . . . kim-ai-2021 112 1 This this DT kim-ai-2021 112 2 increase increase NN kim-ai-2021 112 3 , , , kim-ai-2021 112 4 however however RB kim-ai-2021 112 5 , , , kim-ai-2021 112 6 may may MD kim-ai-2021 112 7 lead lead VB kim-ai-2021 112 8 people people NNS kim-ai-2021 112 9 to to TO kim-ai-2021 112 10 surrender surrender VB kim-ai-2021 112 11 their -PRON- PRP$ kim-ai-2021 112 12 own own JJ kim-ai-2021 112 13 moral moral JJ kim-ai-2021 112 14 responsi- responsi- CC kim-ai-2021 112 15 bility bility NN kim-ai-2021 112 16 to to IN kim-ai-2021 112 17 a a DT kim-ai-2021 112 18 machine machine NN kim-ai-2021 112 19 , , , kim-ai-2021 112 20 thereby thereby RB kim-ai-2021 112 21 resulting result VBG kim-ai-2021 112 22 in in IN kim-ai-2021 112 23 the the DT kim-ai-2021 112 24 loss loss NN kim-ai-2021 112 25 of of IN kim-ai-2021 112 26 humanity humanity NN kim-ai-2021 112 27 , , , kim-ai-2021 112 28 which which WDT kim-ai-2021 112 29 is be VBZ kim-ai-2021 112 30 a a DT kim-ai-2021 112 31 serious serious JJ kim-ai-2021 112 32 moral moral JJ kim-ai-2021 112 33 risk risk NN kim-ai-2021 112 34 ( ( -LRB- kim-ai-2021 112 35 Davis Davis NNP kim-ai-2021 112 36 2007 2007 CD kim-ai-2021 112 37 ) ) -RRB- kim-ai-2021 112 38 . . . kim-ai-2021 113 1 The the DT kim-ai-2021 113 2 more more RBR kim-ai-2021 113 3 autonomous autonomous JJ kim-ai-2021 113 4 military military JJ kim-ai-2021 113 5 robots robot NNS kim-ai-2021 113 6 become become VBP kim-ai-2021 113 7 , , , kim-ai-2021 113 8 the the DT kim-ai-2021 113 9 less less JJR kim-ai-2021 113 10 responsibility responsibility NN kim-ai-2021 113 11 humans human NNS kim-ai-2021 113 12 will will MD kim-ai-2021 113 13 feel feel VB kim-ai-2021 113 14 regarding regard VBG kim-ai-2021 113 15 their -PRON- PRP$ kim-ai-2021 113 16 life life NN kim-ai-2021 113 17 - - HYPH kim-ai-2021 113 18 or or CC kim-ai-2021 113 19 - - HYPH kim-ai-2021 113 20 death death NN kim-ai-2021 113 21 decisions decision NNS kim-ai-2021 113 22 . . . kim-ai-2021 114 1 ( ( -LRB- kim-ai-2021 114 2 b b NN kim-ai-2021 114 3 ) ) -RRB- kim-ai-2021 114 4 Unintended unintended JJ kim-ai-2021 114 5 outcome outcome NN kim-ai-2021 114 6 The the DT kim-ai-2021 114 7 side side NN kim-ai-2021 114 8 that that WDT kim-ai-2021 114 9 deploys deploy VBZ kim-ai-2021 114 10 AI ai NN kim-ai-2021 114 11 - - HYPH kim-ai-2021 114 12 powered power VBN kim-ai-2021 114 13 military military JJ kim-ai-2021 114 14 robots robot NNS kim-ai-2021 114 15 is be VBZ kim-ai-2021 114 16 likely likely JJ kim-ai-2021 114 17 to to TO kim-ai-2021 114 18 suffer suffer VB kim-ai-2021 114 19 fewer few JJR kim-ai-2021 114 20 casualties casualty NNS kim-ai-2021 114 21 itself -PRON- PRP kim-ai-2021 114 22 while while IN kim-ai-2021 114 23 inflicting inflict VBG kim-ai-2021 114 24 more more JJR kim-ai-2021 114 25 casualties casualty NNS kim-ai-2021 114 26 on on IN kim-ai-2021 114 27 the the DT kim-ai-2021 114 28 enemy enemy NN kim-ai-2021 114 29 side side NN kim-ai-2021 114 30 . . . kim-ai-2021 115 1 This this DT kim-ai-2021 115 2 may may MD kim-ai-2021 115 3 make make VB kim-ai-2021 115 4 the the DT kim-ai-2021 115 5 military military NN kim-ai-2021 115 6 more more RBR kim-ai-2021 115 7 inclined inclined JJ kim-ai-2021 115 8 to to TO kim-ai-2021 115 9 start start VB kim-ai-2021 115 10 a a DT kim-ai-2021 115 11 war war NN kim-ai-2021 115 12 . . . kim-ai-2021 116 1 Ironically ironically RB kim-ai-2021 116 2 , , , kim-ai-2021 116 3 when when WRB kim-ai-2021 116 4 everyone everyone NN kim-ai-2021 116 5 thinks think VBZ kim-ai-2021 116 6 and and CC kim-ai-2021 116 7 acts act VBZ kim-ai-2021 116 8 this this DT kim-ai-2021 116 9 way way NN kim-ai-2021 116 10 , , , kim-ai-2021 116 11 the the DT kim-ai-2021 116 12 number number NN kim-ai-2021 116 13 of of IN kim-ai-2021 116 14 wars war NNS kim-ai-2021 116 15 and and CC kim-ai-2021 116 16 the the DT kim-ai-2021 116 17 overall overall JJ kim-ai-2021 116 18 amount amount NN kim-ai-2021 116 19 of of IN kim-ai-2021 116 20 violence violence NN kim-ai-2021 116 21 and and CC kim-ai-2021 116 22 destruction destruction NN kim-ai-2021 116 23 in in IN kim-ai-2021 116 24 the the DT kim-ai-2021 116 25 world world NN kim-ai-2021 116 26 will will MD kim-ai-2021 116 27 only only RB kim-ai-2021 116 28 increase.13 increase.13 NNP kim-ai-2021 116 29 ( ( -LRB- kim-ai-2021 116 30 c c NN kim-ai-2021 116 31 ) ) -RRB- kim-ai-2021 116 32 Surrender surrender NN kim-ai-2021 116 33 of of IN kim-ai-2021 116 34 moral moral JJ kim-ai-2021 116 35 agency agency NN kim-ai-2021 116 36 AI AI NNP kim-ai-2021 116 37 - - HYPH kim-ai-2021 116 38 powered power VBN kim-ai-2021 116 39 military military JJ kim-ai-2021 116 40 robots robot NNS kim-ai-2021 116 41 may may MD kim-ai-2021 116 42 fail fail VB kim-ai-2021 116 43 to to TO kim-ai-2021 116 44 distinguish distinguish VB kim-ai-2021 116 45 innocents innocent NNS kim-ai-2021 116 46 from from IN kim-ai-2021 116 47 combatants combatant NNS kim-ai-2021 116 48 and and CC kim-ai-2021 116 49 kill kill VB kim-ai-2021 116 50 the the DT kim-ai-2021 116 51 for- for- NN kim-ai-2021 116 52 mer mer NNP kim-ai-2021 116 53 . . . kim-ai-2021 117 1 In in IN kim-ai-2021 117 2 such such PDT kim-ai-2021 117 3 a a DT kim-ai-2021 117 4 case case NN kim-ai-2021 117 5 , , , kim-ai-2021 117 6 can can MD kim-ai-2021 117 7 we -PRON- PRP kim-ai-2021 117 8 be be VB kim-ai-2021 117 9 justified justify VBN kim-ai-2021 117 10 in in IN kim-ai-2021 117 11 letting let VBG kim-ai-2021 117 12 robots robot NNS kim-ai-2021 117 13 take take VB kim-ai-2021 117 14 the the DT kim-ai-2021 117 15 lives life NNS kim-ai-2021 117 16 of of IN kim-ai-2021 117 17 other other JJ kim-ai-2021 117 18 human human JJ kim-ai-2021 117 19 beings being NNS kim-ai-2021 117 20 ? ? . kim-ai-2021 118 1 Some some DT kim-ai-2021 118 2 may may MD kim-ai-2021 118 3 argue argue VB kim-ai-2021 118 4 that that IN kim-ai-2021 118 5 only only RB kim-ai-2021 118 6 humans human NNS kim-ai-2021 118 7 should should MD kim-ai-2021 118 8 decide decide VB kim-ai-2021 118 9 to to TO kim-ai-2021 118 10 kill kill VB kim-ai-2021 118 11 other other JJ kim-ai-2021 118 12 humans human NNS kim-ai-2021 118 13 , , , kim-ai-2021 118 14 not not RB kim-ai-2021 118 15 machines machine NNS kim-ai-2021 118 16 ( ( -LRB- kim-ai-2021 118 17 Davis Davis NNP kim-ai-2021 118 18 2007 2007 CD kim-ai-2021 118 19 ) ) -RRB- kim-ai-2021 118 20 . . . kim-ai-2021 119 1 Is be VBZ kim-ai-2021 119 2 it -PRON- PRP kim-ai-2021 119 3 permissible permissible JJ kim-ai-2021 119 4 for for IN kim-ai-2021 119 5 people people NNS kim-ai-2021 119 6 to to TO kim-ai-2021 119 7 delegate delegate VB kim-ai-2021 119 8 such such PDT kim-ai-2021 119 9 a a DT kim-ai-2021 119 10 decision decision NN kim-ai-2021 119 11 to to IN kim-ai-2021 119 12 AI AI NNP kim-ai-2021 119 13 ? ? . kim-ai-2021 120 1 ( ( -LRB- kim-ai-2021 120 2 d d LS kim-ai-2021 120 3 ) ) -RRB- kim-ai-2021 120 4 Opacity opacity NN kim-ai-2021 120 5 in in IN kim-ai-2021 120 6 decision decision NN kim-ai-2021 120 7 - - HYPH kim-ai-2021 120 8 making make VBG kim-ai-2021 120 9 Machine Machine NNP kim-ai-2021 120 10 learning learning NN kim-ai-2021 120 11 is be VBZ kim-ai-2021 120 12 used use VBN kim-ai-2021 120 13 to to TO kim-ai-2021 120 14 build build VB kim-ai-2021 120 15 many many JJ kim-ai-2021 120 16 AI AI NNP kim-ai-2021 120 17 systems system NNS kim-ai-2021 120 18 today today NN kim-ai-2021 120 19 . . . kim-ai-2021 121 1 Instead instead RB kim-ai-2021 121 2 of of IN kim-ai-2021 121 3 prescribing prescribe VBG kim-ai-2021 121 4 a a DT kim-ai-2021 121 5 pre pre JJ kim-ai-2021 121 6 - - JJ kim-ai-2021 121 7 determined determined JJ kim-ai-2021 121 8 algorithm algorithm NN kim-ai-2021 121 9 , , , kim-ai-2021 121 10 a a DT kim-ai-2021 121 11 machine machine NN kim-ai-2021 121 12 learning learning NN kim-ai-2021 121 13 system system NN kim-ai-2021 121 14 goes go VBZ kim-ai-2021 121 15 through through IN kim-ai-2021 121 16 a a DT kim-ai-2021 121 17 so so RB kim-ai-2021 121 18 - - HYPH kim-ai-2021 121 19 called call VBN kim-ai-2021 121 20 ‘ ' `` kim-ai-2021 121 21 training training NN kim-ai-2021 121 22 ’ ' '' kim-ai-2021 121 23 process process NN kim-ai-2021 121 24 to to TO kim-ai-2021 121 25 produce produce VB kim-ai-2021 121 26 the the DT kim-ai-2021 121 27 final final JJ kim-ai-2021 121 28 algorithm algorithm NN kim-ai-2021 121 29 from from IN kim-ai-2021 121 30 a a DT kim-ai-2021 121 31 large large JJ kim-ai-2021 121 32 amount amount NN kim-ai-2021 121 33 of of IN kim-ai-2021 121 34 data datum NNS kim-ai-2021 121 35 . . . kim-ai-2021 122 1 For for IN kim-ai-2021 122 2 example example NN kim-ai-2021 122 3 , , , kim-ai-2021 122 4 a a DT kim-ai-2021 122 5 machine machine NN kim-ai-2021 122 6 learning learning NN kim-ai-2021 122 7 system system NN kim-ai-2021 122 8 may may MD kim-ai-2021 122 9 generate generate VB kim-ai-2021 122 10 an an DT kim-ai-2021 122 11 algorithm algorithm NN kim-ai-2021 122 12 that that WDT kim-ai-2021 122 13 successfully successfully RB kim-ai-2021 122 14 recognizes recognize VBZ kim-ai-2021 122 15 cats cat NNS kim-ai-2021 122 16 in in IN kim-ai-2021 122 17 a a DT kim-ai-2021 122 18 photo photo NN kim-ai-2021 122 19 after after IN kim-ai-2021 122 20 going go VBG kim-ai-2021 122 21 through through IN kim-ai-2021 122 22 millions million NNS kim-ai-2021 122 23 of of IN kim-ai-2021 122 24 photos photo NNS kim-ai-2021 122 25 that that WDT kim-ai-2021 122 26 show show VBP kim-ai-2021 122 27 cats cat NNS kim-ai-2021 122 28 in in IN kim-ai-2021 122 29 many many JJ kim-ai-2021 122 30 different different JJ kim-ai-2021 122 31 postures posture NNS kim-ai-2021 122 32 from from IN kim-ai-2021 122 33 various various JJ kim-ai-2021 122 34 angles.14 angles.14 NNP kim-ai-2021 122 35 But but CC kim-ai-2021 122 36 the the DT kim-ai-2021 122 37 resulting result VBG kim-ai-2021 122 38 algorithm algorithm NN kim-ai-2021 122 39 is be VBZ kim-ai-2021 122 40 a a DT kim-ai-2021 122 41 complex complex JJ kim-ai-2021 122 42 mathematical mathematical JJ kim-ai-2021 122 43 formula formula NN kim-ai-2021 122 44 and and CC kim-ai-2021 122 45 not not RB kim-ai-2021 122 46 something something NN kim-ai-2021 122 47 that that WDT kim-ai-2021 122 48 humans human NNS kim-ai-2021 122 49 can can MD kim-ai-2021 122 50 easily easily RB kim-ai-2021 122 51 decipher decipher VB kim-ai-2021 122 52 . . . kim-ai-2021 123 1 This this DT kim-ai-2021 123 2 means mean VBZ kim-ai-2021 123 3 that that IN kim-ai-2021 123 4 the the DT kim-ai-2021 123 5 inner inner JJ kim-ai-2021 123 6 workings working NNS kim-ai-2021 123 7 of of IN kim-ai-2021 123 8 a a DT kim-ai-2021 123 9 machine machine NN kim-ai-2021 123 10 learning learn VBG kim-ai-2021 123 11 AI ai NN kim-ai-2021 123 12 system system NN kim-ai-2021 123 13 and and CC kim-ai-2021 123 14 its -PRON- PRP$ kim-ai-2021 123 15 decision decision NN kim-ai-2021 123 16 - - HYPH kim-ai-2021 123 17 making make VBG kim-ai-2021 123 18 process process NN kim-ai-2021 123 19 is be VBZ kim-ai-2021 123 20 opaque opaque JJ kim-ai-2021 123 21 to to IN kim-ai-2021 123 22 human human JJ kim-ai-2021 123 23 understanding understanding NN kim-ai-2021 123 24 , , , kim-ai-2021 123 25 even even RB kim-ai-2021 123 26 to to IN kim-ai-2021 123 27 those those DT kim-ai-2021 123 28 who who WP kim-ai-2021 123 29 built build VBD kim-ai-2021 123 30 the the DT kim-ai-2021 123 31 system system NN kim-ai-2021 123 32 itself -PRON- PRP kim-ai-2021 123 33 ( ( -LRB- kim-ai-2021 123 34 Knight Knight NNP kim-ai-2021 123 35 2017 2017 CD kim-ai-2021 123 36 ) ) -RRB- kim-ai-2021 123 37 . . . kim-ai-2021 124 1 In in IN kim-ai-2021 124 2 cases case NNS kim-ai-2021 124 3 where where WRB kim-ai-2021 124 4 the the DT kim-ai-2021 124 5 actions action NNS kim-ai-2021 124 6 of of IN kim-ai-2021 124 7 an an DT kim-ai-2021 124 8 AI AI NNP kim-ai-2021 124 9 system system NN kim-ai-2021 124 10 can can MD kim-ai-2021 124 11 have have VB kim-ai-2021 124 12 grave grave JJ kim-ai-2021 124 13 consequences consequence NNS kim-ai-2021 124 14 such such JJ kim-ai-2021 124 15 as as IN kim-ai-2021 124 16 a a DT kim-ai-2021 124 17 military military JJ kim-ai-2021 124 18 robot robot NN kim-ai-2021 124 19 , , , kim-ai-2021 124 20 such such JJ kim-ai-2021 124 21 opacity opacity NN kim-ai-2021 124 22 becomes become VBZ kim-ai-2021 124 23 a a DT kim-ai-2021 124 24 serious serious JJ kim-ai-2021 124 25 problem.15 problem.15 NNP kim-ai-2021 124 26 13(Kahn 13(Kahn NNP kim-ai-2021 124 27 2012 2012 CD kim-ai-2021 124 28 ) ) -RRB- kim-ai-2021 124 29 also also RB kim-ai-2021 124 30 argues argue VBZ kim-ai-2021 124 31 that that IN kim-ai-2021 124 32 the the DT kim-ai-2021 124 33 resulting result VBG kim-ai-2021 124 34 increase increase NN kim-ai-2021 124 35 in in IN kim-ai-2021 124 36 the the DT kim-ai-2021 124 37 number number NN kim-ai-2021 124 38 of of IN kim-ai-2021 124 39 wars war NNS kim-ai-2021 124 40 by by IN kim-ai-2021 124 41 the the DT kim-ai-2021 124 42 use use NN kim-ai-2021 124 43 of of IN kim-ai-2021 124 44 military military JJ kim-ai-2021 124 45 robots robot NNS kim-ai-2021 124 46 will will MD kim-ai-2021 124 47 be be VB kim-ai-2021 124 48 morally morally RB kim-ai-2021 124 49 bad bad JJ kim-ai-2021 124 50 . . . kim-ai-2021 125 1 14Google 14google CD kim-ai-2021 125 2 ’s ’s POS kim-ai-2021 125 3 research research NN kim-ai-2021 125 4 team team NN kim-ai-2021 125 5 created create VBD kim-ai-2021 125 6 an an DT kim-ai-2021 125 7 AI AI NNP kim-ai-2021 125 8 algorithm algorithm NN kim-ai-2021 125 9 that that WDT kim-ai-2021 125 10 learned learn VBD kim-ai-2021 125 11 how how WRB kim-ai-2021 125 12 to to TO kim-ai-2021 125 13 recognize recognize VB kim-ai-2021 125 14 a a DT kim-ai-2021 125 15 cat cat NN kim-ai-2021 125 16 in in IN kim-ai-2021 125 17 2012 2012 CD kim-ai-2021 125 18 . . . kim-ai-2021 126 1 The the DT kim-ai-2021 126 2 neural neural JJ kim-ai-2021 126 3 network network NN kim-ai-2021 126 4 behind behind IN kim-ai-2021 126 5 this this DT kim-ai-2021 126 6 algorithm algorithm NN kim-ai-2021 126 7 had have VBD kim-ai-2021 126 8 an an DT kim-ai-2021 126 9 array array NN kim-ai-2021 126 10 of of IN kim-ai-2021 126 11 16,000 16,000 CD kim-ai-2021 126 12 processors processor NNS kim-ai-2021 126 13 and and CC kim-ai-2021 126 14 more more JJR kim-ai-2021 126 15 than than IN kim-ai-2021 126 16 one one CD kim-ai-2021 126 17 billion billion CD kim-ai-2021 126 18 connections connection NNS kim-ai-2021 126 19 . . . kim-ai-2021 127 1 Unlabeled unlabeled JJ kim-ai-2021 127 2 random random JJ kim-ai-2021 127 3 thumbnail thumbnail NN kim-ai-2021 127 4 images image NNS kim-ai-2021 127 5 from from IN kim-ai-2021 127 6 10 10 CD kim-ai-2021 127 7 million million CD kim-ai-2021 127 8 YouTube YouTube NNP kim-ai-2021 127 9 videos video NNS kim-ai-2021 127 10 allowed allow VBD kim-ai-2021 127 11 this this DT kim-ai-2021 127 12 algorithm algorithm NN kim-ai-2021 127 13 to to TO kim-ai-2021 127 14 learn learn VB kim-ai-2021 127 15 to to TO kim-ai-2021 127 16 identify identify VB kim-ai-2021 127 17 cats cat NNS kim-ai-2021 127 18 by by IN kim-ai-2021 127 19 itself -PRON- PRP kim-ai-2021 127 20 . . . kim-ai-2021 128 1 See see VB kim-ai-2021 128 2 Markoff Markoff NNP kim-ai-2021 128 3 2012 2012 CD kim-ai-2021 128 4 and and CC kim-ai-2021 128 5 Clark Clark NNP kim-ai-2021 128 6 2012 2012 CD kim-ai-2021 128 7 . . . kim-ai-2021 129 1 15This 15this CD kim-ai-2021 129 2 black black JJ kim-ai-2021 129 3 - - HYPH kim-ai-2021 129 4 box box NN kim-ai-2021 129 5 nature nature NN kim-ai-2021 129 6 of of IN kim-ai-2021 129 7 AI AI NNP kim-ai-2021 129 8 systems system NNS kim-ai-2021 129 9 powered power VBN kim-ai-2021 129 10 by by IN kim-ai-2021 129 11 machine machine NN kim-ai-2021 129 12 learning learning NN kim-ai-2021 129 13 has have VBZ kim-ai-2021 129 14 raised raise VBN kim-ai-2021 129 15 great great JJ kim-ai-2021 129 16 concern concern NN kim-ai-2021 129 17 among among IN kim-ai-2021 129 18 many many JJ kim-ai-2021 129 19 AI AI NNP kim-ai-2021 129 20 re- re- JJ kim-ai-2021 129 21 searchers searcher NNS kim-ai-2021 129 22 in in IN kim-ai-2021 129 23 recent recent JJ kim-ai-2021 129 24 years year NNS kim-ai-2021 129 25 . . . kim-ai-2021 130 1 This this DT kim-ai-2021 130 2 is be VBZ kim-ai-2021 130 3 problematic problematic JJ kim-ai-2021 130 4 in in IN kim-ai-2021 130 5 all all DT kim-ai-2021 130 6 areas area NNS kim-ai-2021 130 7 where where WRB kim-ai-2021 130 8 these these DT kim-ai-2021 130 9 AI AI NNP kim-ai-2021 130 10 systems system NNS kim-ai-2021 130 11 are be VBP kim-ai-2021 130 12 used use VBN kim-ai-2021 130 13 for for IN kim-ai-2021 130 14 decision decision NN kim-ai-2021 130 15 - - HYPH kim-ai-2021 130 16 making making NN kim-ai-2021 130 17 , , , kim-ai-2021 130 18 not not RB kim-ai-2021 130 19 just just RB kim-ai-2021 130 20 in in IN kim-ai-2021 130 21 military military JJ kim-ai-2021 130 22 operations operation NNS kim-ai-2021 130 23 . . . kim-ai-2021 131 1 The the DT kim-ai-2021 131 2 gravity gravity NN kim-ai-2021 131 3 of of IN kim-ai-2021 131 4 decisions decision NNS kim-ai-2021 131 5 made make VBN kim-ai-2021 131 6 in in IN kim-ai-2021 131 7 a a DT kim-ai-2021 131 8 military military JJ kim-ai-2021 131 9 operation operation NN kim-ai-2021 131 10 makes make VBZ kim-ai-2021 131 11 this this DT kim-ai-2021 131 12 problem problem NN kim-ai-2021 131 13 even even RB kim-ai-2021 131 14 more more RBR kim-ai-2021 131 15 troublesome troublesome JJ kim-ai-2021 131 16 . . . kim-ai-2021 132 1 Fortunately fortunately RB kim-ai-2021 132 2 , , , kim-ai-2021 132 3 some some DT kim-ai-2021 132 4 AI AI NNP kim-ai-2021 132 5 researchers researcher NNS kim-ai-2021 132 6 including include VBG kim-ai-2021 132 7 those those DT kim-ai-2021 132 8 in in IN kim-ai-2021 132 9 the the DT kim-ai-2021 132 10 US US NNP kim-ai-2021 132 11 Department Department NNP kim-ai-2021 132 12 of of IN kim-ai-2021 132 13 Defense Defense NNP kim-ai-2021 132 14 are be VBP kim-ai-2021 132 15 actively actively RB kim-ai-2021 132 16 working work VBG kim-ai-2021 132 17 to to TO kim-ai-2021 132 18 make make VB kim-ai-2021 132 19 AI AI NNP kim-ai-2021 132 20 sys- sys- RB kim-ai-2021 132 21 tems tem NNS kim-ai-2021 132 22 explainable explainable JJ kim-ai-2021 132 23 . . . kim-ai-2021 133 1 But but CC kim-ai-2021 133 2 until until IN kim-ai-2021 133 3 such such JJ kim-ai-2021 133 4 research research NN kim-ai-2021 133 5 bears bear VBZ kim-ai-2021 133 6 fruit fruit NN kim-ai-2021 133 7 and and CC kim-ai-2021 133 8 AI AI NNP kim-ai-2021 133 9 systems system NNS kim-ai-2021 133 10 become become VBP kim-ai-2021 133 11 fully fully RB kim-ai-2021 133 12 explainable explainable JJ kim-ai-2021 133 13 , , , kim-ai-2021 133 14 their -PRON- PRP$ kim-ai-2021 133 15 military military JJ kim-ai-2021 133 16 use use NN kim-ai-2021 133 17 means mean VBZ kim-ai-2021 133 18 accepting accept VBG kim-ai-2021 133 19 many many JJ kim-ai-2021 133 20 unknown unknown JJ kim-ai-2021 133 21 variables variable NNS kim-ai-2021 133 22 and and CC kim-ai-2021 133 23 unforeseeable unforeseeable JJ kim-ai-2021 133 24 consequences consequence NNS kim-ai-2021 133 25 . . . kim-ai-2021 134 1 See see VB kim-ai-2021 134 2 Turek Turek NNP kim-ai-2021 134 3 n.d n.d NNP kim-ai-2021 134 4 . . . kim-ai-2021 134 5 78 78 CD kim-ai-2021 134 6 Machine Machine NNP kim-ai-2021 134 7 Learning Learning NNP kim-ai-2021 134 8 , , , kim-ai-2021 134 9 Libraries Libraries NNPS kim-ai-2021 134 10 , , , kim-ai-2021 134 11 and and CC kim-ai-2021 134 12 Cross Cross NNP kim-ai-2021 134 13 - - NNP kim-ai-2021 134 14 Disciplinary Disciplinary NNP kim-ai-2021 134 15 ResearchǔChapter ResearchǔChapter NNP kim-ai-2021 134 16 7 7 CD kim-ai-2021 134 17 AI AI NNP kim-ai-2021 134 18 Applications Applications NNPS kim-ai-2021 134 19 for for IN kim-ai-2021 134 20 Libraries library NNS kim-ai-2021 134 21 Do do VBP kim-ai-2021 134 22 these these DT kim-ai-2021 134 23 ethical ethical JJ kim-ai-2021 134 24 concerns concern NNS kim-ai-2021 134 25 outlined outline VBN kim-ai-2021 134 26 above above IN kim-ai-2021 134 27 apply apply VBP kim-ai-2021 134 28 to to IN kim-ai-2021 134 29 libraries library NNS kim-ai-2021 134 30 ? ? . kim-ai-2021 135 1 To to TO kim-ai-2021 135 2 answer answer VB kim-ai-2021 135 3 that that DT kim-ai-2021 135 4 , , , kim-ai-2021 135 5 let let VB kim-ai-2021 135 6 us -PRON- PRP kim-ai-2021 135 7 first first RB kim-ai-2021 135 8 take take VB kim-ai-2021 135 9 a a DT kim-ai-2021 135 10 look look NN kim-ai-2021 135 11 at at IN kim-ai-2021 135 12 how how WRB kim-ai-2021 135 13 AI AI NNP kim-ai-2021 135 14 , , , kim-ai-2021 135 15 particularly particularly RB kim-ai-2021 135 16 machine machine NN kim-ai-2021 135 17 learning learning NN kim-ai-2021 135 18 , , , kim-ai-2021 135 19 may may MD kim-ai-2021 135 20 apply apply VB kim-ai-2021 135 21 to to IN kim-ai-2021 135 22 library library NN kim-ai-2021 135 23 services service NNS kim-ai-2021 135 24 and and CC kim-ai-2021 135 25 operations operation NNS kim-ai-2021 135 26 . . . kim-ai-2021 136 1 AI- AI- NNP kim-ai-2021 136 2 powered power VBN kim-ai-2021 136 3 digital digital JJ kim-ai-2021 136 4 assistants assistant NNS kim-ai-2021 136 5 are be VBP kim-ai-2021 136 6 likely likely JJ kim-ai-2021 136 7 to to TO kim-ai-2021 136 8 mediate mediate VB kim-ai-2021 136 9 a a DT kim-ai-2021 136 10 library library NN kim-ai-2021 136 11 user user NN kim-ai-2021 136 12 ’s ’s POS kim-ai-2021 136 13 information information NN kim-ai-2021 136 14 search search NN kim-ai-2021 136 15 , , , kim-ai-2021 136 16 discovery discovery NN kim-ai-2021 136 17 , , , kim-ai-2021 136 18 and and CC kim-ai-2021 136 19 retrieval retrieval NN kim-ai-2021 136 20 activities activity NNS kim-ai-2021 136 21 in in IN kim-ai-2021 136 22 the the DT kim-ai-2021 136 23 near near JJ kim-ai-2021 136 24 future future NN kim-ai-2021 136 25 . . . kim-ai-2021 137 1 In in IN kim-ai-2021 137 2 recent recent JJ kim-ai-2021 137 3 years year NNS kim-ai-2021 137 4 , , , kim-ai-2021 137 5 machine machine NN kim-ai-2021 137 6 learning learning NN kim-ai-2021 137 7 and and CC kim-ai-2021 137 8 deep deep JJ kim-ai-2021 137 9 learning learning NN kim-ai-2021 137 10 have have VBP kim-ai-2021 137 11 brought bring VBN kim-ai-2021 137 12 significant significant JJ kim-ai-2021 137 13 improvement improvement NN kim-ai-2021 137 14 to to IN kim-ai-2021 137 15 natural natural JJ kim-ai-2021 137 16 language language NN kim-ai-2021 137 17 processing processing NN kim-ai-2021 137 18 ( ( -LRB- kim-ai-2021 137 19 NLP NLP NNP kim-ai-2021 137 20 ) ) -RRB- kim-ai-2021 137 21 , , , kim-ai-2021 137 22 which which WDT kim-ai-2021 137 23 deals deal VBZ kim-ai-2021 137 24 with with IN kim-ai-2021 137 25 analyzing analyze VBG kim-ai-2021 137 26 large large JJ kim-ai-2021 137 27 amounts amount NNS kim-ai-2021 137 28 of of IN kim-ai-2021 137 29 natural natural JJ kim-ai-2021 137 30 lan- lan- NN kim-ai-2021 137 31 guage guage NN kim-ai-2021 137 32 data datum NNS kim-ai-2021 137 33 to to TO kim-ai-2021 137 34 make make VB kim-ai-2021 137 35 the the DT kim-ai-2021 137 36 interaction interaction NN kim-ai-2021 137 37 between between IN kim-ai-2021 137 38 people people NNS kim-ai-2021 137 39 and and CC kim-ai-2021 137 40 machines machine NNS kim-ai-2021 137 41 in in IN kim-ai-2021 137 42 natural natural JJ kim-ai-2021 137 43 languages language NNS kim-ai-2021 137 44 possible possible JJ kim-ai-2021 137 45 . . . kim-ai-2021 138 1 For for IN kim-ai-2021 138 2 instance instance NN kim-ai-2021 138 3 , , , kim-ai-2021 138 4 Google Google NNP kim-ai-2021 138 5 Assistant Assistant NNP kim-ai-2021 138 6 ’s ’s POS kim-ai-2021 138 7 new new JJ kim-ai-2021 138 8 feature feature NN kim-ai-2021 138 9 ‘ ' `` kim-ai-2021 138 10 duplex duplex NN kim-ai-2021 138 11 ’ ' '' kim-ai-2021 138 12 was be VBD kim-ai-2021 138 13 shown show VBN kim-ai-2021 138 14 to to TO kim-ai-2021 138 15 successfully successfully RB kim-ai-2021 138 16 make make VB kim-ai-2021 138 17 a a DT kim-ai-2021 138 18 phone phone NN kim-ai-2021 138 19 reservation reservation NN kim-ai-2021 138 20 with with IN kim-ai-2021 138 21 restaurant restaurant NN kim-ai-2021 138 22 staff staff NN kim-ai-2021 138 23 in in IN kim-ai-2021 138 24 2018 2018 CD kim-ai-2021 138 25 ( ( -LRB- kim-ai-2021 138 26 Welch Welch NNP kim-ai-2021 138 27 2018 2018 CD kim-ai-2021 138 28 ) ) -RRB- kim-ai-2021 138 29 . . . kim-ai-2021 139 1 Google Google NNP kim-ai-2021 139 2 ’s ’s POS kim-ai-2021 139 3 real real JJ kim-ai-2021 139 4 - - HYPH kim-ai-2021 139 5 time time NN kim-ai-2021 139 6 translation translation NN kim-ai-2021 139 7 capability capability NN kim-ai-2021 139 8 for for IN kim-ai-2021 139 9 44 44 CD kim-ai-2021 139 10 different different JJ kim-ai-2021 139 11 languages language NNS kim-ai-2021 139 12 was be VBD kim-ai-2021 139 13 introduced introduce VBN kim-ai-2021 139 14 to to IN kim-ai-2021 139 15 Google Google NNP kim-ai-2021 139 16 Assist Assist NNP kim-ai-2021 139 17 - - HYPH kim-ai-2021 139 18 enabled enable VBD kim-ai-2021 139 19 Android Android NNP kim-ai-2021 139 20 and and CC kim-ai-2021 139 21 iOS iOS NNP kim-ai-2021 139 22 phones phone NNS kim-ai-2021 139 23 in in IN kim-ai-2021 139 24 2019 2019 CD kim-ai-2021 139 25 ( ( -LRB- kim-ai-2021 139 26 Rincon Rincon NNP kim-ai-2021 139 27 2019 2019 CD kim-ai-2021 139 28 ) ) -RRB- kim-ai-2021 139 29 . . . kim-ai-2021 140 1 As as IN kim-ai-2021 140 2 digital digital JJ kim-ai-2021 140 3 assistants assistant NNS kim-ai-2021 140 4 become become VBP kim-ai-2021 140 5 capable capable JJ kim-ai-2021 140 6 of of IN kim-ai-2021 140 7 handling handle VBG kim-ai-2021 140 8 more more RBR kim-ai-2021 140 9 sophisticated sophisticated JJ kim-ai-2021 140 10 language language NN kim-ai-2021 140 11 tasks task NNS kim-ai-2021 140 12 , , , kim-ai-2021 140 13 their -PRON- PRP$ kim-ai-2021 140 14 use use NN kim-ai-2021 140 15 as as IN kim-ai-2021 140 16 a a DT kim-ai-2021 140 17 flexible flexible JJ kim-ai-2021 140 18 voice voice NN kim-ai-2021 140 19 user user NN kim-ai-2021 140 20 interface interface NN kim-ai-2021 140 21 will will MD kim-ai-2021 140 22 only only RB kim-ai-2021 140 23 increase increase VB kim-ai-2021 140 24 . . . kim-ai-2021 141 1 Such such JJ kim-ai-2021 141 2 digital digital JJ kim-ai-2021 141 3 assistants assistant NNS kim-ai-2021 141 4 will will MD kim-ai-2021 141 5 be be VB kim-ai-2021 141 6 able able JJ kim-ai-2021 141 7 to to TO kim-ai-2021 141 8 directly directly RB kim-ai-2021 141 9 interact interact VB kim-ai-2021 141 10 with with IN kim-ai-2021 141 11 library library JJ kim-ai-2021 141 12 systems system NNS kim-ai-2021 141 13 and and CC kim-ai-2021 141 14 applications application NNS kim-ai-2021 141 15 , , , kim-ai-2021 141 16 automatically automatically RB kim-ai-2021 141 17 interpret interpret VB kim-ai-2021 141 18 a a DT kim-ai-2021 141 19 query query NN kim-ai-2021 141 20 , , , kim-ai-2021 141 21 and and CC kim-ai-2021 141 22 return return VB kim-ai-2021 141 23 results result NNS kim-ai-2021 141 24 that that WDT kim-ai-2021 141 25 they -PRON- PRP kim-ai-2021 141 26 deem deem VBP kim-ai-2021 141 27 to to TO kim-ai-2021 141 28 be be VB kim-ai-2021 141 29 most most RBS kim-ai-2021 141 30 relevant relevant JJ kim-ai-2021 141 31 . . . kim-ai-2021 142 1 Those those DT kim-ai-2021 142 2 digital digital JJ kim-ai-2021 142 3 assistants assistant NNS kim-ai-2021 142 4 can can MD kim-ai-2021 142 5 also also RB kim-ai-2021 142 6 be be VB kim-ai-2021 142 7 equipped equip VBN kim-ai-2021 142 8 to to TO kim-ai-2021 142 9 handle handle VB kim-ai-2021 142 10 the the DT kim-ai-2021 142 11 library library NN kim-ai-2021 142 12 ’s ’s , kim-ai-2021 142 13 traditional traditional JJ kim-ai-2021 142 14 reference reference NN kim-ai-2021 142 15 or or CC kim-ai-2021 142 16 readers reader NNS kim-ai-2021 142 17 ’ ’ POS kim-ai-2021 142 18 advisory advisory JJ kim-ai-2021 142 19 service service NN kim-ai-2021 142 20 . . . kim-ai-2021 143 1 Integrated integrate VBN kim-ai-2021 143 2 into into IN kim-ai-2021 143 3 a a DT kim-ai-2021 143 4 humanoid humanoid JJ kim-ai-2021 143 5 robot robot NN kim-ai-2021 143 6 body body NN kim-ai-2021 143 7 , , , kim-ai-2021 143 8 they -PRON- PRP kim-ai-2021 143 9 may may MD kim-ai-2021 143 10 even even RB kim-ai-2021 143 11 greet greet VB kim-ai-2021 143 12 library library JJ kim-ai-2021 143 13 patrons patron NNS kim-ai-2021 143 14 at at IN kim-ai-2021 143 15 the the DT kim-ai-2021 143 16 entrance entrance NN kim-ai-2021 143 17 and and CC kim-ai-2021 143 18 answer answer VB kim-ai-2021 143 19 directional directional JJ kim-ai-2021 143 20 questions question NNS kim-ai-2021 143 21 about about IN kim-ai-2021 143 22 the the DT kim-ai-2021 143 23 library library NN kim-ai-2021 143 24 building building NN kim-ai-2021 143 25 . . . kim-ai-2021 144 1 Cataloging catalog VBG kim-ai-2021 144 2 , , , kim-ai-2021 144 3 abstracting abstracting NN kim-ai-2021 144 4 , , , kim-ai-2021 144 5 and and CC kim-ai-2021 144 6 indexing indexing NN kim-ai-2021 144 7 are be VBP kim-ai-2021 144 8 other other JJ kim-ai-2021 144 9 areas area NNS kim-ai-2021 144 10 where where WRB kim-ai-2021 144 11 AI AI NNP kim-ai-2021 144 12 will will MD kim-ai-2021 144 13 be be VB kim-ai-2021 144 14 actively actively RB kim-ai-2021 144 15 utilized utilize VBN kim-ai-2021 144 16 . . . kim-ai-2021 145 1 Cur- cur- VB kim-ai-2021 145 2 rently rently RB kim-ai-2021 145 3 , , , kim-ai-2021 145 4 those those DT kim-ai-2021 145 5 tasks task NNS kim-ai-2021 145 6 are be VBP kim-ai-2021 145 7 performed perform VBN kim-ai-2021 145 8 by by IN kim-ai-2021 145 9 skilled skilled JJ kim-ai-2021 145 10 professionals professional NNS kim-ai-2021 145 11 . . . kim-ai-2021 146 1 But but CC kim-ai-2021 146 2 as as IN kim-ai-2021 146 3 AI AI NNP kim-ai-2021 146 4 applications application NNS kim-ai-2021 146 5 become become VBP kim-ai-2021 146 6 more more RBR kim-ai-2021 146 7 sophisticated sophisticated JJ kim-ai-2021 146 8 , , , kim-ai-2021 146 9 we -PRON- PRP kim-ai-2021 146 10 may may MD kim-ai-2021 146 11 see see VB kim-ai-2021 146 12 many many JJ kim-ai-2021 146 13 of of IN kim-ai-2021 146 14 those those DT kim-ai-2021 146 15 tasks task NNS kim-ai-2021 146 16 partially partially RB kim-ai-2021 146 17 or or CC kim-ai-2021 146 18 fully fully RB kim-ai-2021 146 19 automated automate VBN kim-ai-2021 146 20 and and CC kim-ai-2021 146 21 handed hand VBD kim-ai-2021 146 22 over over RP kim-ai-2021 146 23 to to IN kim-ai-2021 146 24 AI AI NNP kim-ai-2021 146 25 systems system NNS kim-ai-2021 146 26 . . . kim-ai-2021 147 1 Machine machine NN kim-ai-2021 147 2 learning learning NN kim-ai-2021 147 3 and and CC kim-ai-2021 147 4 deep deep JJ kim-ai-2021 147 5 learning learning NN kim-ai-2021 147 6 can can MD kim-ai-2021 147 7 be be VB kim-ai-2021 147 8 used use VBN kim-ai-2021 147 9 to to TO kim-ai-2021 147 10 extract extract VB kim-ai-2021 147 11 key key JJ kim-ai-2021 147 12 information information NN kim-ai-2021 147 13 from from IN kim-ai-2021 147 14 a a DT kim-ai-2021 147 15 large large JJ kim-ai-2021 147 16 number number NN kim-ai-2021 147 17 of of IN kim-ai-2021 147 18 documents document NNS kim-ai-2021 147 19 or or CC kim-ai-2021 147 20 from from IN kim-ai-2021 147 21 information information NN kim-ai-2021 147 22 - - HYPH kim-ai-2021 147 23 rich rich JJ kim-ai-2021 147 24 visual visual JJ kim-ai-2021 147 25 materials material NNS kim-ai-2021 147 26 , , , kim-ai-2021 147 27 such such JJ kim-ai-2021 147 28 as as IN kim-ai-2021 147 29 maps map NNS kim-ai-2021 147 30 and and CC kim-ai-2021 147 31 video video NN kim-ai-2021 147 32 recordings recording NNS kim-ai-2021 147 33 , , , kim-ai-2021 147 34 and and CC kim-ai-2021 147 35 generate generate VB kim-ai-2021 147 36 metadata metadata NN kim-ai-2021 147 37 or or CC kim-ai-2021 147 38 a a DT kim-ai-2021 147 39 summary summary NN kim-ai-2021 147 40 . . . kim-ai-2021 148 1 Since since IN kim-ai-2021 148 2 machine machine NN kim-ai-2021 148 3 learning learning NN kim-ai-2021 148 4 is be VBZ kim-ai-2021 148 5 new new JJ kim-ai-2021 148 6 to to IN kim-ai-2021 148 7 libraries library NNS kim-ai-2021 148 8 , , , kim-ai-2021 148 9 there there EX kim-ai-2021 148 10 are be VBP kim-ai-2021 148 11 a a DT kim-ai-2021 148 12 relatively relatively RB kim-ai-2021 148 13 small small JJ kim-ai-2021 148 14 number number NN kim-ai-2021 148 15 of of IN kim-ai-2021 148 16 machine machine NN kim-ai-2021 148 17 learning learning NN kim-ai-2021 148 18 applications application NNS kim-ai-2021 148 19 developed develop VBN kim-ai-2021 148 20 for for IN kim-ai-2021 148 21 libraries library NNS kim-ai-2021 148 22 ’ ’ POS kim-ai-2021 148 23 use use NN kim-ai-2021 148 24 . . . kim-ai-2021 149 1 They -PRON- PRP kim-ai-2021 149 2 are be VBP kim-ai-2021 149 3 likely likely JJ kim-ai-2021 149 4 to to TO kim-ai-2021 149 5 grow grow VB kim-ai-2021 149 6 in in IN kim-ai-2021 149 7 number number NN kim-ai-2021 149 8 . . . kim-ai-2021 150 1 Yewno Yewno NNP kim-ai-2021 150 2 , , , kim-ai-2021 150 3 Quartolio Quartolio NNP kim-ai-2021 150 4 , , , kim-ai-2021 150 5 and and CC kim-ai-2021 150 6 Iris.ai iris.ai NN kim-ai-2021 150 7 are be VBP kim-ai-2021 150 8 examples example NNS kim-ai-2021 150 9 of of IN kim-ai-2021 150 10 the the DT kim-ai-2021 150 11 commercial commercial JJ kim-ai-2021 150 12 products product NNS kim-ai-2021 150 13 developed develop VBN kim-ai-2021 150 14 with with IN kim-ai-2021 150 15 machine machine NN kim-ai-2021 150 16 learning learning NN kim-ai-2021 150 17 and and CC kim-ai-2021 150 18 deep deep JJ kim-ai-2021 150 19 learning learn VBG kim-ai-2021 150 20 techniques.16 techniques.16 NNP kim-ai-2021 150 21 Yewno Yewno NNP kim-ai-2021 150 22 Discover Discover NNP kim-ai-2021 150 23 displays display VBZ kim-ai-2021 150 24 the the DT kim-ai-2021 150 25 connections connection NNS kim-ai-2021 150 26 between between IN kim-ai-2021 150 27 different different JJ kim-ai-2021 150 28 con- con- NN kim-ai-2021 150 29 cepts cept NNS kim-ai-2021 150 30 or or CC kim-ai-2021 150 31 works work VBZ kim-ai-2021 150 32 in in IN kim-ai-2021 150 33 library library NN kim-ai-2021 150 34 materials material NNS kim-ai-2021 150 35 . . . kim-ai-2021 151 1 Quartolio quartolio JJ kim-ai-2021 151 2 targets target NNS kim-ai-2021 151 3 researchers researcher NNS kim-ai-2021 151 4 looking look VBG kim-ai-2021 151 5 to to TO kim-ai-2021 151 6 discover discover VB kim-ai-2021 151 7 untapped untapped JJ kim-ai-2021 151 8 research research NN kim-ai-2021 151 9 opportunities opportunity NNS kim-ai-2021 151 10 based base VBN kim-ai-2021 151 11 upon upon IN kim-ai-2021 151 12 a a DT kim-ai-2021 151 13 large large JJ kim-ai-2021 151 14 amount amount NN kim-ai-2021 151 15 of of IN kim-ai-2021 151 16 data datum NNS kim-ai-2021 151 17 that that WDT kim-ai-2021 151 18 includes include VBZ kim-ai-2021 151 19 articles article NNS kim-ai-2021 151 20 , , , kim-ai-2021 151 21 clinical clinical JJ kim-ai-2021 151 22 trials trial NNS kim-ai-2021 151 23 , , , kim-ai-2021 151 24 patents patent NNS kim-ai-2021 151 25 , , , kim-ai-2021 151 26 and and CC kim-ai-2021 151 27 notes note NNS kim-ai-2021 151 28 . . . kim-ai-2021 152 1 Similarly similarly RB kim-ai-2021 152 2 , , , kim-ai-2021 152 3 Iris.ai Iris.ai NNP kim-ai-2021 152 4 helps help VBZ kim-ai-2021 152 5 researchers researcher NNS kim-ai-2021 152 6 identify identify VB kim-ai-2021 152 7 and and CC kim-ai-2021 152 8 review review VB kim-ai-2021 152 9 a a DT kim-ai-2021 152 10 large large JJ kim-ai-2021 152 11 amount amount NN kim-ai-2021 152 12 of of IN kim-ai-2021 152 13 re- re- JJ kim-ai-2021 152 14 search search NN kim-ai-2021 152 15 papers paper NNS kim-ai-2021 152 16 and and CC kim-ai-2021 152 17 patents patent NNS kim-ai-2021 152 18 and and CC kim-ai-2021 152 19 extracts extract VBZ kim-ai-2021 152 20 key key JJ kim-ai-2021 152 21 information information NN kim-ai-2021 152 22 from from IN kim-ai-2021 152 23 them -PRON- PRP kim-ai-2021 152 24 . . . kim-ai-2021 153 1 Kira Kira NNP kim-ai-2021 153 2 identifies identifie NNS kim-ai-2021 153 3 , , , kim-ai-2021 153 4 extracts extract VBZ kim-ai-2021 153 5 , , , kim-ai-2021 153 6 and and CC kim-ai-2021 153 7 analyzes analyze VBZ kim-ai-2021 153 8 text text NN kim-ai-2021 153 9 in in IN kim-ai-2021 153 10 contracts contract NNS kim-ai-2021 153 11 and and CC kim-ai-2021 153 12 other other JJ kim-ai-2021 153 13 legal legal JJ kim-ai-2021 153 14 documents.17 documents.17 NNP kim-ai-2021 153 15 None None NNP kim-ai-2021 153 16 of of IN kim-ai-2021 153 17 these these DT kim-ai-2021 153 18 applications application NNS kim-ai-2021 153 19 performs perform VBZ kim-ai-2021 153 20 fully fully RB kim-ai-2021 153 21 automated automate VBN kim-ai-2021 153 22 decision decision NN kim-ai-2021 153 23 - - HYPH kim-ai-2021 153 24 making making NN kim-ai-2021 153 25 nor nor CC kim-ai-2021 153 26 incorporates incorporate VBZ kim-ai-2021 153 27 the the DT kim-ai-2021 153 28 digital digital JJ kim-ai-2021 153 29 assistant assistant NN kim-ai-2021 153 30 feature feature NN kim-ai-2021 153 31 . . . kim-ai-2021 154 1 But but CC kim-ai-2021 154 2 this this DT kim-ai-2021 154 3 is be VBZ kim-ai-2021 154 4 an an DT kim-ai-2021 154 5 area area NN kim-ai-2021 154 6 on on IN kim-ai-2021 154 7 which which WDT kim-ai-2021 154 8 information information NN kim-ai-2021 154 9 systems system NNS kim-ai-2021 154 10 vendors vendor NNS kim-ai-2021 154 11 are be VBP kim-ai-2021 154 12 increasingly increasingly RB kim-ai-2021 154 13 focusing focus VBG kim-ai-2021 154 14 their -PRON- PRP$ kim-ai-2021 154 15 efforts effort NNS kim-ai-2021 154 16 . . . kim-ai-2021 155 1 Libraries library NNS kim-ai-2021 155 2 themselves -PRON- PRP kim-ai-2021 155 3 are be VBP kim-ai-2021 155 4 also also RB kim-ai-2021 155 5 experimenting experiment VBG kim-ai-2021 155 6 with with IN kim-ai-2021 155 7 AI AI NNP kim-ai-2021 155 8 to to TO kim-ai-2021 155 9 test test VB kim-ai-2021 155 10 its -PRON- PRP$ kim-ai-2021 155 11 potential potential NN kim-ai-2021 155 12 for for IN kim-ai-2021 155 13 library library NN kim-ai-2021 155 14 services service NNS kim-ai-2021 155 15 and and CC kim-ai-2021 155 16 operations operation NNS kim-ai-2021 155 17 . . . kim-ai-2021 156 1 Some some DT kim-ai-2021 156 2 are be VBP kim-ai-2021 156 3 focusing focus VBG kim-ai-2021 156 4 on on IN kim-ai-2021 156 5 using use VBG kim-ai-2021 156 6 AI AI NNP kim-ai-2021 156 7 , , , kim-ai-2021 156 8 particularly particularly RB kim-ai-2021 156 9 the the DT kim-ai-2021 156 10 voice voice NN kim-ai-2021 156 11 user user NN kim-ai-2021 156 12 interface interface NN kim-ai-2021 156 13 aspect aspect NN kim-ai-2021 156 14 of of IN kim-ai-2021 156 15 the the DT kim-ai-2021 156 16 digital digital JJ kim-ai-2021 156 17 assistant assistant NN kim-ai-2021 156 18 , , , kim-ai-2021 156 19 in in IN kim-ai-2021 156 20 order order NN kim-ai-2021 156 21 to to TO kim-ai-2021 156 22 improve improve VB kim-ai-2021 156 23 existing exist VBG kim-ai-2021 156 24 services service NNS kim-ai-2021 156 25 . . . kim-ai-2021 157 1 The the DT kim-ai-2021 157 2 University University NNP kim-ai-2021 157 3 of of IN kim-ai-2021 157 4 Oklahoma Oklahoma NNP kim-ai-2021 157 5 Libraries library NNS kim-ai-2021 157 6 have have VBP kim-ai-2021 157 7 been be VBN kim-ai-2021 157 8 building build VBG kim-ai-2021 157 9 an an DT kim-ai-2021 157 10 Alexa alexa JJ kim-ai-2021 157 11 application application NN kim-ai-2021 157 12 to to TO kim-ai-2021 157 13 provide provide VB kim-ai-2021 157 14 basic basic JJ kim-ai-2021 157 15 reference reference NN kim-ai-2021 157 16 service service NN kim-ai-2021 157 17 to to IN kim-ai-2021 157 18 their -PRON- PRP$ kim-ai-2021 157 19 students.18 students.18 NNP kim-ai-2021 157 20 16See 16see CD kim-ai-2021 157 21 ? ? . kim-ai-2021 157 22 iiTb iitb UH kim-ai-2021 157 23 , , , kim-ai-2021 157 24 ffrrrXv2rMQX+QKf2 ffrrrxv2rmqx+qkf2 JJ kim-ai-2021 157 25 / / NFP kim-ai-2021 157 26 m+ m+ $ kim-ai-2021 157 27 � � ADD kim-ai-2021 157 28 iBQM ibqm NN kim-ai-2021 157 29 , , , kim-ai-2021 157 30 ? ? . kim-ai-2021 157 31 iiTb iitb UH kim-ai-2021 157 32 , , , kim-ai-2021 157 33 ff[m ff[m ADD kim-ai-2021 157 34 � � NNP kim-ai-2021 157 35 `iQHBQX+QKf `iqhbqx+qkf NN kim-ai-2021 157 36 , , , kim-ai-2021 157 37 and and CC kim-ai-2021 157 38 ? ? . kim-ai-2021 157 39 iiTb iitb UH kim-ai-2021 157 40 , , , kim-ai-2021 157 41 ffB`BbX ffB`BbX NNP kim-ai-2021 157 42 � � NNP kim-ai-2021 157 43 Bf Bf NNP kim-ai-2021 157 44 . . . kim-ai-2021 158 1 17See 17see LS kim-ai-2021 158 2 ? ? . kim-ai-2021 158 3 iiTb iitb UH kim-ai-2021 158 4 , , , kim-ai-2021 158 5 ffFB` ffFB` NNP kim-ai-2021 158 6 � � NNP kim-ai-2021 158 7 bvbi2KbX+QKf bvbi2KbX+QKf NNP kim-ai-2021 158 8 . . . kim-ai-2021 159 1 Law law NN kim-ai-2021 159 2 firms firm NNS kim-ai-2021 159 3 are be VBP kim-ai-2021 159 4 adopting adopt VBG kim-ai-2021 159 5 similar similar JJ kim-ai-2021 159 6 products product NNS kim-ai-2021 159 7 to to TO kim-ai-2021 159 8 automate automate VB kim-ai-2021 159 9 and and CC kim-ai-2021 159 10 expedite expedite VB kim-ai-2021 159 11 their -PRON- PRP$ kim-ai-2021 159 12 legal legal JJ kim-ai-2021 159 13 work work NN kim-ai-2021 159 14 , , , kim-ai-2021 159 15 and and CC kim-ai-2021 159 16 law law NN kim-ai-2021 159 17 librarians librarian NNS kim-ai-2021 159 18 are be VBP kim-ai-2021 159 19 discussing discuss VBG kim-ai-2021 159 20 how how WRB kim-ai-2021 159 21 the the DT kim-ai-2021 159 22 use use NN kim-ai-2021 159 23 of of IN kim-ai-2021 159 24 AI AI NNP kim-ai-2021 159 25 may may MD kim-ai-2021 159 26 change change VB kim-ai-2021 159 27 their -PRON- PRP$ kim-ai-2021 159 28 work work NN kim-ai-2021 159 29 . . . kim-ai-2021 160 1 See see VB kim-ai-2021 160 2 Marr Marr NNP kim-ai-2021 160 3 2018 2018 CD kim-ai-2021 160 4 and and CC kim-ai-2021 160 5 Talley Talley NNP kim-ai-2021 160 6 2016 2016 CD kim-ai-2021 160 7 . . . kim-ai-2021 161 1 18University 18university CD kim-ai-2021 161 2 of of IN kim-ai-2021 161 3 Oklahoma Oklahoma NNP kim-ai-2021 161 4 Libraries Libraries NNPS kim-ai-2021 161 5 are be VBP kim-ai-2021 161 6 building build VBG kim-ai-2021 161 7 an an DT kim-ai-2021 161 8 Alexa alexa JJ kim-ai-2021 161 9 application application NN kim-ai-2021 161 10 that that WDT kim-ai-2021 161 11 will will MD kim-ai-2021 161 12 provide provide VB kim-ai-2021 161 13 some some DT kim-ai-2021 161 14 basic basic JJ kim-ai-2021 161 15 reference reference NN kim-ai-2021 161 16 service service NN kim-ai-2021 161 17 to to IN kim-ai-2021 161 18 their -PRON- PRP$ kim-ai-2021 161 19 students student NNS kim-ai-2021 161 20 . . . kim-ai-2021 162 1 Also also RB kim-ai-2021 162 2 , , , kim-ai-2021 162 3 their -PRON- PRP$ kim-ai-2021 162 4 PAIR PAIR NNP kim-ai-2021 162 5 registry registry NN kim-ai-2021 162 6 attempts attempt VBZ kim-ai-2021 162 7 to to TO kim-ai-2021 162 8 compile compile VB kim-ai-2021 162 9 all all DT kim-ai-2021 162 10 AI ai NN kim-ai-2021 162 11 - - HYPH kim-ai-2021 162 12 related relate VBN kim-ai-2021 162 13 projects project NNS kim-ai-2021 162 14 at at IN kim-ai-2021 162 15 libraries library NNS kim-ai-2021 162 16 . . . kim-ai-2021 163 1 See see VB kim-ai-2021 163 2 ? ? . kim-ai-2021 163 3 iiTb iitb UH kim-ai-2021 163 4 , , , kim-ai-2021 163 5 ffT ffT NNP kim-ai-2021 163 6 � � NNP kim-ai-2021 163 7 B`XH B`XH NNP kim-ai-2021 163 8 B#` B#` NNP kim-ai-2021 163 9 � � NNP kim-ai-2021 163 10 `B2bXQmX2 `B2bXQmX2 . kim-ai-2021 163 11 / / SYM kim-ai-2021 163 12 m m NN kim-ai-2021 163 13 . . . kim-ai-2021 164 1 https://www.yewno.com/education https://www.yewno.com/education ADD kim-ai-2021 164 2 https://quartolio.com/ https://quartolio.com/ CD kim-ai-2021 164 3 https://iris.ai/ https://iris.ai/ NNP kim-ai-2021 164 4 https://kirasystems.com/ https://kirasystems.com/ CD kim-ai-2021 164 5 https://pair.libraries.ou.edu https://pair.libraries.ou.edu NN kim-ai-2021 164 6 https://pair.libraries.ou.edu https://pair.libraries.ou.edu NFP kim-ai-2021 164 7 Kim Kim NNP kim-ai-2021 164 8 79 79 CD kim-ai-2021 164 9 At at IN kim-ai-2021 164 10 the the DT kim-ai-2021 164 11 University University NNP kim-ai-2021 164 12 of of IN kim-ai-2021 164 13 Pretoria Pretoria NNP kim-ai-2021 164 14 Library Library NNP kim-ai-2021 164 15 in in IN kim-ai-2021 164 16 South South NNP kim-ai-2021 164 17 Africa Africa NNP kim-ai-2021 164 18 , , , kim-ai-2021 164 19 a a DT kim-ai-2021 164 20 robot robot NN kim-ai-2021 164 21 named name VBN kim-ai-2021 164 22 ‘ ' `` kim-ai-2021 164 23 Libby Libby NNP kim-ai-2021 164 24 ’ ' '' kim-ai-2021 164 25 already already RB kim-ai-2021 164 26 interacts interact VBZ kim-ai-2021 164 27 with with IN kim-ai-2021 164 28 patrons patron NNS kim-ai-2021 164 29 by by IN kim-ai-2021 164 30 providing provide VBG kim-ai-2021 164 31 guidance guidance NN kim-ai-2021 164 32 , , , kim-ai-2021 164 33 answering answer VBG kim-ai-2021 164 34 questions question NNS kim-ai-2021 164 35 , , , kim-ai-2021 164 36 conducting conduct VBG kim-ai-2021 164 37 surveys survey NNS kim-ai-2021 164 38 , , , kim-ai-2021 164 39 and and CC kim-ai-2021 164 40 displaying display VBG kim-ai-2021 164 41 marketing marketing NN kim-ai-2021 164 42 videos video NNS kim-ai-2021 164 43 ( ( -LRB- kim-ai-2021 164 44 Mahlangu Mahlangu NNP kim-ai-2021 164 45 2019 2019 CD kim-ai-2021 164 46 ) ) -RRB- kim-ai-2021 164 47 . . . kim-ai-2021 165 1 Other other JJ kim-ai-2021 165 2 libraries library NNS kim-ai-2021 165 3 are be VBP kim-ai-2021 165 4 applying apply VBG kim-ai-2021 165 5 AI AI NNP kim-ai-2021 165 6 to to TO kim-ai-2021 165 7 extract extract VB kim-ai-2021 165 8 information information NN kim-ai-2021 165 9 from from IN kim-ai-2021 165 10 digital digital JJ kim-ai-2021 165 11 materials material NNS kim-ai-2021 165 12 and and CC kim-ai-2021 165 13 automate automate VB kim-ai-2021 165 14 metadata metadata NN kim-ai-2021 165 15 generation generation NN kim-ai-2021 165 16 to to TO kim-ai-2021 165 17 enhance enhance VB kim-ai-2021 165 18 their -PRON- PRP$ kim-ai-2021 165 19 discovery discovery NN kim-ai-2021 165 20 and and CC kim-ai-2021 165 21 use use NN kim-ai-2021 165 22 . . . kim-ai-2021 166 1 The the DT kim-ai-2021 166 2 Library Library NNP kim-ai-2021 166 3 of of IN kim-ai-2021 166 4 Congress Congress NNP kim-ai-2021 166 5 has have VBZ kim-ai-2021 166 6 worked work VBN kim-ai-2021 166 7 on on IN kim-ai-2021 166 8 detecting detect VBG kim-ai-2021 166 9 features feature NNS kim-ai-2021 166 10 , , , kim-ai-2021 166 11 such such JJ kim-ai-2021 166 12 as as IN kim-ai-2021 166 13 railroads railroad NNS kim-ai-2021 166 14 in in IN kim-ai-2021 166 15 maps map NNS kim-ai-2021 166 16 , , , kim-ai-2021 166 17 using use VBG kim-ai-2021 166 18 the the DT kim-ai-2021 166 19 convolutional convolutional JJ kim-ai-2021 166 20 neural neural JJ kim-ai-2021 166 21 network network NN kim-ai-2021 166 22 model model NN kim-ai-2021 166 23 , , , kim-ai-2021 166 24 and and CC kim-ai-2021 166 25 issued issue VBD kim-ai-2021 166 26 a a DT kim-ai-2021 166 27 solicitation solicitation NN kim-ai-2021 166 28 for for IN kim-ai-2021 166 29 a a DT kim-ai-2021 166 30 machine machine NN kim-ai-2021 166 31 learning learning NN kim-ai-2021 166 32 and and CC kim-ai-2021 166 33 deep deep JJ kim-ai-2021 166 34 learning learning NN kim-ai-2021 166 35 pilot pilot NN kim-ai-2021 166 36 program program NN kim-ai-2021 166 37 that that WDT kim-ai-2021 166 38 will will MD kim-ai-2021 166 39 max- max- RB kim-ai-2021 166 40 imize imize VB kim-ai-2021 166 41 the the DT kim-ai-2021 166 42 use use NN kim-ai-2021 166 43 of of IN kim-ai-2021 166 44 its -PRON- PRP$ kim-ai-2021 166 45 digital digital JJ kim-ai-2021 166 46 collections collection NNS kim-ai-2021 166 47 in in IN kim-ai-2021 166 48 2019.19 2019.19 CD kim-ai-2021 166 49 Indiana Indiana NNP kim-ai-2021 166 50 University University NNP kim-ai-2021 166 51 Libraries Libraries NNPS kim-ai-2021 166 52 , , , kim-ai-2021 166 53 AVP AVP NNP kim-ai-2021 166 54 , , , kim-ai-2021 166 55 University University NNP kim-ai-2021 166 56 of of IN kim-ai-2021 166 57 Texas Texas NNP kim-ai-2021 166 58 Austin Austin NNP kim-ai-2021 166 59 School School NNP kim-ai-2021 166 60 of of IN kim-ai-2021 166 61 Information Information NNP kim-ai-2021 166 62 , , , kim-ai-2021 166 63 and and CC kim-ai-2021 166 64 the the DT kim-ai-2021 166 65 New New NNP kim-ai-2021 166 66 York York NNP kim-ai-2021 166 67 Public Public NNP kim-ai-2021 166 68 Library Library NNP kim-ai-2021 166 69 are be VBP kim-ai-2021 166 70 jointly jointly RB kim-ai-2021 166 71 developing develop VBG kim-ai-2021 166 72 the the DT kim-ai-2021 166 73 Audiovisual Audiovisual NNP kim-ai-2021 166 74 Metadata Metadata NNP kim-ai-2021 166 75 Platform Platform NNP kim-ai-2021 166 76 ( ( -LRB- kim-ai-2021 166 77 AMP AMP NNP kim-ai-2021 166 78 ) ) -RRB- kim-ai-2021 166 79 , , , kim-ai-2021 166 80 using use VBG kim-ai-2021 166 81 many many JJ kim-ai-2021 166 82 AI ai NN kim-ai-2021 166 83 tools tool NNS kim-ai-2021 166 84 in in IN kim-ai-2021 166 85 order order NN kim-ai-2021 166 86 to to TO kim-ai-2021 166 87 automatically automatically RB kim-ai-2021 166 88 gen- gen- VB kim-ai-2021 166 89 erate erate VB kim-ai-2021 166 90 metadata metadata NN kim-ai-2021 166 91 for for IN kim-ai-2021 166 92 audiovisual audiovisual JJ kim-ai-2021 166 93 materials material NNS kim-ai-2021 166 94 , , , kim-ai-2021 166 95 which which WDT kim-ai-2021 166 96 collection collection NN kim-ai-2021 166 97 managers manager NNS kim-ai-2021 166 98 can can MD kim-ai-2021 166 99 use use VB kim-ai-2021 166 100 to to TO kim-ai-2021 166 101 supplement supplement VB kim-ai-2021 166 102 their -PRON- PRP$ kim-ai-2021 166 103 archival archival NN kim-ai-2021 166 104 description description NN kim-ai-2021 166 105 and and CC kim-ai-2021 166 106 processing processing NN kim-ai-2021 166 107 workflows.20 workflows.20 NNP kim-ai-2021 166 108 Some some DT kim-ai-2021 166 109 libraries library NNS kim-ai-2021 166 110 are be VBP kim-ai-2021 166 111 also also RB kim-ai-2021 166 112 testing test VBG kim-ai-2021 166 113 out out RP kim-ai-2021 166 114 AI AI NNP kim-ai-2021 166 115 as as IN kim-ai-2021 166 116 a a DT kim-ai-2021 166 117 tool tool NN kim-ai-2021 166 118 for for IN kim-ai-2021 166 119 evaluating evaluate VBG kim-ai-2021 166 120 services service NNS kim-ai-2021 166 121 and and CC kim-ai-2021 166 122 operations operation NNS kim-ai-2021 166 123 . . . kim-ai-2021 167 1 The the DT kim-ai-2021 167 2 Uni- Uni- NNP kim-ai-2021 167 3 versity versity NN kim-ai-2021 167 4 of of IN kim-ai-2021 167 5 Rochester Rochester NNP kim-ai-2021 167 6 Libraries Libraries NNP kim-ai-2021 167 7 applied apply VBD kim-ai-2021 167 8 deep deep JJ kim-ai-2021 167 9 learning learning NN kim-ai-2021 167 10 to to IN kim-ai-2021 167 11 the the DT kim-ai-2021 167 12 library library NN kim-ai-2021 167 13 ’s ’s POS kim-ai-2021 167 14 space space NN kim-ai-2021 167 15 assessment assessment NN kim-ai-2021 167 16 to to TO kim-ai-2021 167 17 determine determine VB kim-ai-2021 167 18 the the DT kim-ai-2021 167 19 optimal optimal JJ kim-ai-2021 167 20 staffing staffing NN kim-ai-2021 167 21 level level NN kim-ai-2021 167 22 and and CC kim-ai-2021 167 23 building building NN kim-ai-2021 167 24 hours hour NNS kim-ai-2021 167 25 . . . kim-ai-2021 168 1 The the DT kim-ai-2021 168 2 University University NNP kim-ai-2021 168 3 of of IN kim-ai-2021 168 4 Illinois Illinois NNP kim-ai-2021 168 5 Urbana Urbana NNP kim-ai-2021 168 6 - - HYPH kim-ai-2021 168 7 Champaign Champaign NNP kim-ai-2021 168 8 Li- Li- NNP kim-ai-2021 168 9 braries brarie NNS kim-ai-2021 168 10 used use VBD kim-ai-2021 168 11 machine machine NN kim-ai-2021 168 12 learning learn VBG kim-ai-2021 168 13 to to TO kim-ai-2021 168 14 conduct conduct VB kim-ai-2021 168 15 sentiment sentiment NN kim-ai-2021 168 16 analysis analysis NN kim-ai-2021 168 17 on on IN kim-ai-2021 168 18 their -PRON- PRP$ kim-ai-2021 168 19 reference reference NN kim-ai-2021 168 20 chat chat NN kim-ai-2021 168 21 log log NN kim-ai-2021 168 22 ( ( -LRB- kim-ai-2021 168 23 Blewer Blewer NNP kim-ai-2021 168 24 , , , kim-ai-2021 168 25 Kim Kim NNP kim-ai-2021 168 26 , , , kim-ai-2021 168 27 and and CC kim-ai-2021 168 28 Phetteplace Phetteplace NNP kim-ai-2021 168 29 2018 2018 CD kim-ai-2021 168 30 ) ) -RRB- kim-ai-2021 168 31 . . . kim-ai-2021 169 1 Ethical ethical JJ kim-ai-2021 169 2 Challenges Challenges NNPS kim-ai-2021 169 3 from from IN kim-ai-2021 169 4 the the DT kim-ai-2021 169 5 Personalized Personalized NNP kim-ai-2021 169 6 and and CC kim-ai-2021 169 7 Automated Automated NNP kim-ai-2021 169 8 Information Information NNP kim-ai-2021 169 9 Environment Environment NNP kim-ai-2021 169 10 Do do VBP kim-ai-2021 169 11 these these DT kim-ai-2021 169 12 current current JJ kim-ai-2021 169 13 and and CC kim-ai-2021 169 14 future future JJ kim-ai-2021 169 15 AI AI NNP kim-ai-2021 169 16 applications application NNS kim-ai-2021 169 17 for for IN kim-ai-2021 169 18 libraries library NNS kim-ai-2021 169 19 pose pose VBP kim-ai-2021 169 20 ethical ethical JJ kim-ai-2021 169 21 challenges challenge NNS kim-ai-2021 169 22 similar similar JJ kim-ai-2021 169 23 to to IN kim-ai-2021 169 24 those those DT kim-ai-2021 169 25 that that WDT kim-ai-2021 169 26 we -PRON- PRP kim-ai-2021 169 27 discussed discuss VBD kim-ai-2021 169 28 earlier early RBR kim-ai-2021 169 29 ? ? . kim-ai-2021 170 1 Since since IN kim-ai-2021 170 2 information information NN kim-ai-2021 170 3 query query NN kim-ai-2021 170 4 , , , kim-ai-2021 170 5 discovery discovery NN kim-ai-2021 170 6 , , , kim-ai-2021 170 7 and and CC kim-ai-2021 170 8 retrieval retrieval NN kim-ai-2021 170 9 rarely rarely RB kim-ai-2021 170 10 involve involve VBP kim-ai-2021 170 11 life- life- JJ kim-ai-2021 170 12 or or CC kim-ai-2021 170 13 - - HYPH kim-ai-2021 170 14 death death NN kim-ai-2021 170 15 situations situation NNS kim-ai-2021 170 16 , , , kim-ai-2021 170 17 stakes stake NNS kim-ai-2021 170 18 seem seem VBP kim-ai-2021 170 19 to to TO kim-ai-2021 170 20 be be VB kim-ai-2021 170 21 certainly certainly RB kim-ai-2021 170 22 lower low JJR kim-ai-2021 170 23 . . . kim-ai-2021 171 1 But but CC kim-ai-2021 171 2 an an DT kim-ai-2021 171 3 AI ai NN kim-ai-2021 171 4 - - HYPH kim-ai-2021 171 5 driven drive VBN kim-ai-2021 171 6 automated automated JJ kim-ai-2021 171 7 information information NN kim-ai-2021 171 8 environment environment NN kim-ai-2021 171 9 does do VBZ kim-ai-2021 171 10 raise raise VB kim-ai-2021 171 11 its -PRON- PRP$ kim-ai-2021 171 12 own own JJ kim-ai-2021 171 13 distinct distinct JJ kim-ai-2021 171 14 ethical ethical JJ kim-ai-2021 171 15 challenges challenge NNS kim-ai-2021 171 16 . . . kim-ai-2021 172 1 ( ( -LRB- kim-ai-2021 172 2 i i NN kim-ai-2021 172 3 ) ) -RRB- kim-ai-2021 172 4 Intellectual intellectual JJ kim-ai-2021 172 5 isolation isolation NN kim-ai-2021 172 6 and and CC kim-ai-2021 172 7 bigotry bigotry NN kim-ai-2021 172 8 hampering hamper VBG kim-ai-2021 172 9 civic civic JJ kim-ai-2021 172 10 discourse discourse NN kim-ai-2021 172 11 Many many JJ kim-ai-2021 172 12 AI AI NNP kim-ai-2021 172 13 applications application NNS kim-ai-2021 172 14 that that WDT kim-ai-2021 172 15 assist assist VBP kim-ai-2021 172 16 with with IN kim-ai-2021 172 17 information information NN kim-ai-2021 172 18 seeking seek VBG kim-ai-2021 172 19 activities activity NNS kim-ai-2021 172 20 promise promise VBP kim-ai-2021 172 21 a a DT kim-ai-2021 172 22 higher high JJR kim-ai-2021 172 23 level level NN kim-ai-2021 172 24 of of IN kim-ai-2021 172 25 per- per- DT kim-ai-2021 172 26 sonalization sonalization NN kim-ai-2021 172 27 . . . kim-ai-2021 173 1 But but CC kim-ai-2021 173 2 a a DT kim-ai-2021 173 3 highly highly RB kim-ai-2021 173 4 personalized personalized JJ kim-ai-2021 173 5 information information NN kim-ai-2021 173 6 environment environment NN kim-ai-2021 173 7 often often RB kim-ai-2021 173 8 traps trap VBZ kim-ai-2021 173 9 people people NNS kim-ai-2021 173 10 in in IN kim-ai-2021 173 11 their -PRON- PRP$ kim-ai-2021 173 12 own own JJ kim-ai-2021 173 13 so so RB kim-ai-2021 173 14 - - HYPH kim-ai-2021 173 15 called call VBN kim-ai-2021 173 16 ‘ ' `` kim-ai-2021 173 17 filter filter NN kim-ai-2021 173 18 bubble bubble NN kim-ai-2021 173 19 , , , kim-ai-2021 173 20 ’ ' '' kim-ai-2021 173 21 as as IN kim-ai-2021 173 22 we -PRON- PRP kim-ai-2021 173 23 have have VBP kim-ai-2021 173 24 been be VBN kim-ai-2021 173 25 increasingly increasingly RB kim-ai-2021 173 26 seeing see VBG kim-ai-2021 173 27 in in IN kim-ai-2021 173 28 today today NN kim-ai-2021 173 29 ’s ’s POS kim-ai-2021 173 30 social social JJ kim-ai-2021 173 31 media medium NNS kim-ai-2021 173 32 channels channel NNS kim-ai-2021 173 33 , , , kim-ai-2021 173 34 news news NN kim-ai-2021 173 35 websites website NNS kim-ai-2021 173 36 , , , kim-ai-2021 173 37 and and CC kim-ai-2021 173 38 commercial commercial JJ kim-ai-2021 173 39 search search NN kim-ai-2021 173 40 engines engine NNS kim-ai-2021 173 41 , , , kim-ai-2021 173 42 where where WRB kim-ai-2021 173 43 such such JJ kim-ai-2021 173 44 personalization personalization NN kim-ai-2021 173 45 is be VBZ kim-ai-2021 173 46 provided provide VBN kim-ai-2021 173 47 by by IN kim-ai-2021 173 48 machine machine NN kim-ai-2021 173 49 learning learning NN kim-ai-2021 173 50 and and CC kim-ai-2021 173 51 deep deep JJ kim-ai-2021 173 52 learning.21 learning.21 NNP kim-ai-2021 173 53 Sophisticated Sophisticated NNP kim-ai-2021 173 54 AI AI NNP kim-ai-2021 173 55 algorithms algorithm NNS kim-ai-2021 173 56 are be VBP kim-ai-2021 173 57 already already RB kim-ai-2021 173 58 curating curate VBG kim-ai-2021 173 59 and and CC kim-ai-2021 173 60 pushing push VBG kim-ai-2021 173 61 in- in- JJ kim-ai-2021 173 62 formation formation NN kim-ai-2021 173 63 feeds feed VBZ kim-ai-2021 173 64 based base VBN kim-ai-2021 173 65 upon upon IN kim-ai-2021 173 66 the the DT kim-ai-2021 173 67 person person NN kim-ai-2021 173 68 ’s ’s POS kim-ai-2021 173 69 past past JJ kim-ai-2021 173 70 search search NN kim-ai-2021 173 71 and and CC kim-ai-2021 173 72 click click VB kim-ai-2021 173 73 behavior behavior NN kim-ai-2021 173 74 . . . kim-ai-2021 174 1 The the DT kim-ai-2021 174 2 result result NN kim-ai-2021 174 3 is be VBZ kim-ai-2021 174 4 that that IN kim-ai-2021 174 5 infor- infor- JJ kim-ai-2021 174 6 mation mation NN kim-ai-2021 174 7 seekers seeker NNS kim-ai-2021 174 8 are be VBP kim-ai-2021 174 9 provided provide VBN kim-ai-2021 174 10 with with IN kim-ai-2021 174 11 information information NN kim-ai-2021 174 12 that that WDT kim-ai-2021 174 13 conforms conform VBZ kim-ai-2021 174 14 and and CC kim-ai-2021 174 15 reinforces reinforce VBZ kim-ai-2021 174 16 their -PRON- PRP$ kim-ai-2021 174 17 existing exist VBG kim-ai-2021 174 18 beliefs belief NNS kim-ai-2021 174 19 and and CC kim-ai-2021 174 20 interests interest NNS kim-ai-2021 174 21 . . . kim-ai-2021 175 1 Views view NNS kim-ai-2021 175 2 that that WDT kim-ai-2021 175 3 are be VBP kim-ai-2021 175 4 novel novel JJ kim-ai-2021 175 5 or or CC kim-ai-2021 175 6 contrast contrast NN kim-ai-2021 175 7 with with IN kim-ai-2021 175 8 their -PRON- PRP$ kim-ai-2021 175 9 existing exist VBG kim-ai-2021 175 10 beliefs belief NNS kim-ai-2021 175 11 are be VBP kim-ai-2021 175 12 suppressed suppress VBN kim-ai-2021 175 13 and and CC kim-ai-2021 175 14 be- be- XX kim-ai-2021 175 15 come come VB kim-ai-2021 175 16 invisible invisible JJ kim-ai-2021 175 17 without without IN kim-ai-2021 175 18 them -PRON- PRP kim-ai-2021 175 19 even even RB kim-ai-2021 175 20 realizing realize VBG kim-ai-2021 175 21 . . . kim-ai-2021 176 1 Such such JJ kim-ai-2021 176 2 lack lack NN kim-ai-2021 176 3 of of IN kim-ai-2021 176 4 exposure exposure NN kim-ai-2021 176 5 to to IN kim-ai-2021 176 6 opposing oppose VBG kim-ai-2021 176 7 views view NNS kim-ai-2021 176 8 leads lead VBZ kim-ai-2021 176 9 information information NN kim-ai-2021 176 10 users user NNS kim-ai-2021 176 11 to to IN kim-ai-2021 176 12 intellectual intellectual JJ kim-ai-2021 176 13 isolation isolation NN kim-ai-2021 176 14 and and CC kim-ai-2021 176 15 even even RB kim-ai-2021 176 16 bigotry bigotry NN kim-ai-2021 176 17 . . . kim-ai-2021 177 1 Highly highly RB kim-ai-2021 177 2 personalized personalized JJ kim-ai-2021 177 3 information information NN kim-ai-2021 177 4 environments environment NNS kim-ai-2021 177 5 powered power VBN kim-ai-2021 177 6 by by IN kim-ai-2021 177 7 AI AI NNP kim-ai-2021 177 8 can can MD kim-ai-2021 177 9 actively actively RB kim-ai-2021 177 10 restrict restrict VB kim-ai-2021 177 11 ways way NNS kim-ai-2021 177 12 in in IN kim-ai-2021 177 13 which which WDT kim-ai-2021 177 14 people people NNS kim-ai-2021 177 15 develop develop VBP kim-ai-2021 177 16 balanced balanced JJ kim-ai-2021 177 17 and and CC kim-ai-2021 177 18 informed informed JJ kim-ai-2021 177 19 opinions opinion NNS kim-ai-2021 177 20 , , , kim-ai-2021 177 21 thereby thereby RB kim-ai-2021 177 22 intensifying intensify VBG kim-ai-2021 177 23 and and CC kim-ai-2021 177 24 perpet- perpet- XX kim-ai-2021 177 25 uating uate VBG kim-ai-2021 177 26 social social JJ kim-ai-2021 177 27 discord discord NN kim-ai-2021 177 28 and and CC kim-ai-2021 177 29 disrupting disrupt VBG kim-ai-2021 177 30 civic civic JJ kim-ai-2021 177 31 discourse discourse NN kim-ai-2021 177 32 . . . kim-ai-2021 178 1 Under under IN kim-ai-2021 178 2 such such JJ kim-ai-2021 178 3 conditions condition NNS kim-ai-2021 178 4 , , , kim-ai-2021 178 5 prejudices prejudice NNS kim-ai-2021 178 6 , , , kim-ai-2021 178 7 discrim- discrim- VBZ kim-ai-2021 178 8 19See 19see CD kim-ai-2021 178 9 Blewer Blewer NNP kim-ai-2021 178 10 , , , kim-ai-2021 178 11 Kim Kim NNP kim-ai-2021 178 12 , , , kim-ai-2021 178 13 and and CC kim-ai-2021 178 14 Phetteplace Phetteplace NNP kim-ai-2021 178 15 2018 2018 CD kim-ai-2021 178 16 and and CC kim-ai-2021 178 17 Price Price NNP kim-ai-2021 178 18 2019 2019 CD kim-ai-2021 178 19 . . . kim-ai-2021 179 1 20The 20the CD kim-ai-2021 179 2 AMP AMP NNP kim-ai-2021 179 3 wiki wiki NN kim-ai-2021 179 4 is be VBZ kim-ai-2021 179 5 ? ? . kim-ai-2021 179 6 iiTb iitb UH kim-ai-2021 179 7 , , , kim-ai-2021 179 8 ffrBFBX ffrBFBX NNP kim-ai-2021 179 9 / / SYM kim-ai-2021 179 10 HB#XBM HB#XBM NNS kim-ai-2021 179 11 / / SYM kim-ai-2021 179 12 B B NNP kim-ai-2021 179 13 � � NNP kim-ai-2021 179 14 M M NNP kim-ai-2021 179 15 � � NNP kim-ai-2021 179 16 X2 x2 NN kim-ai-2021 179 17 / / SYM kim-ai-2021 179 18 mfT mfT NNP kim-ai-2021 179 19 � � NNS kim-ai-2021 179 20 ;2bfpB2rT ;2bfpB2rT : kim-ai-2021 179 21 � � NNP kim-ai-2021 179 22 ;2X ;2X NNP kim-ai-2021 179 23 � � NNP kim-ai-2021 179 24 +iBQM?T +ibqm?t ADD kim-ai-2021 179 25 � � NNP kim-ai-2021 179 26 ;2A/48jReNNN9R. ;2A/48jReNNN9R. . kim-ai-2021 180 1 The the DT kim-ai-2021 180 2 Audiovisual audiovisual JJ kim-ai-2021 180 3 Metadata metadata NN kim-ai-2021 180 4 Platform platform NN kim-ai-2021 180 5 Pilot pilot NN kim-ai-2021 180 6 Development Development NNP kim-ai-2021 180 7 ( ( -LRB- kim-ai-2021 180 8 AMPPD AMPPD NNP kim-ai-2021 180 9 ) ) -RRB- kim-ai-2021 180 10 project project NN kim-ai-2021 180 11 was be VBD kim-ai-2021 180 12 presented present VBN kim-ai-2021 180 13 at at IN kim-ai-2021 180 14 Code4Lib Code4Lib NNP kim-ai-2021 180 15 2020 2020 CD kim-ai-2021 180 16 ( ( -LRB- kim-ai-2021 180 17 Averkamp Averkamp NNP kim-ai-2021 180 18 and and CC kim-ai-2021 180 19 Hardesty Hardesty NNP kim-ai-2021 180 20 2020 2020 CD kim-ai-2021 180 21 ) ) -RRB- kim-ai-2021 180 22 . . . kim-ai-2021 181 1 21See 21see CD kim-ai-2021 181 2 Pariser Pariser NNP kim-ai-2021 181 3 2012 2012 CD kim-ai-2021 181 4 . . . kim-ai-2021 181 5 https://wiki.dlib.indiana.edu/pages/viewpage.action?pageId=531699941 https://wiki.dlib.indiana.edu/pages/viewpage.action?pageid=531699941 CD kim-ai-2021 181 6 80 80 CD kim-ai-2021 181 7 Machine Machine NNP kim-ai-2021 181 8 Learning Learning NNP kim-ai-2021 181 9 , , , kim-ai-2021 181 10 Libraries Libraries NNPS kim-ai-2021 181 11 , , , kim-ai-2021 181 12 and and CC kim-ai-2021 181 13 Cross Cross NNP kim-ai-2021 181 14 - - NNP kim-ai-2021 181 15 Disciplinary Disciplinary NNP kim-ai-2021 181 16 ResearchǔChapter ResearchǔChapter NNP kim-ai-2021 181 17 7 7 CD kim-ai-2021 181 18 ination ination NN kim-ai-2021 181 19 , , , kim-ai-2021 181 20 and and CC kim-ai-2021 181 21 other other JJ kim-ai-2021 181 22 unjust unjust JJ kim-ai-2021 181 23 social social JJ kim-ai-2021 181 24 practices practice NNS kim-ai-2021 181 25 are be VBP kim-ai-2021 181 26 likely likely JJ kim-ai-2021 181 27 to to TO kim-ai-2021 181 28 increase increase VB kim-ai-2021 181 29 , , , kim-ai-2021 181 30 and and CC kim-ai-2021 181 31 this this DT kim-ai-2021 181 32 in in IN kim-ai-2021 181 33 turn turn NN kim-ai-2021 181 34 will will MD kim-ai-2021 181 35 have have VB kim-ai-2021 181 36 more more JJR kim-ai-2021 181 37 negative negative JJ kim-ai-2021 181 38 impact impact NN kim-ai-2021 181 39 on on IN kim-ai-2021 181 40 those those DT kim-ai-2021 181 41 with with IN kim-ai-2021 181 42 fewer few JJR kim-ai-2021 181 43 privileges privilege NNS kim-ai-2021 181 44 . . . kim-ai-2021 182 1 Intellectual intellectual JJ kim-ai-2021 182 2 isolation isolation NN kim-ai-2021 182 3 and and CC kim-ai-2021 182 4 bigotry bigotry NN kim-ai-2021 182 5 has have VBZ kim-ai-2021 182 6 a a DT kim-ai-2021 182 7 distinctly distinctly RB kim-ai-2021 182 8 moral moral JJ kim-ai-2021 182 9 impact impact NN kim-ai-2021 182 10 on on IN kim-ai-2021 182 11 society society NN kim-ai-2021 182 12 . . . kim-ai-2021 183 1 ( ( -LRB- kim-ai-2021 183 2 ii ii NNP kim-ai-2021 183 3 ) ) -RRB- kim-ai-2021 183 4 Weakening Weakening NNP kim-ai-2021 183 5 of of IN kim-ai-2021 183 6 cognitive cognitive JJ kim-ai-2021 183 7 agency agency NN kim-ai-2021 183 8 and and CC kim-ai-2021 183 9 autonomy autonomy NN kim-ai-2021 183 10 We -PRON- PRP kim-ai-2021 183 11 have have VBP kim-ai-2021 183 12 seen see VBN kim-ai-2021 183 13 earlier early RBR kim-ai-2021 183 14 that that IN kim-ai-2021 183 15 AI AI NNP kim-ai-2021 183 16 - - HYPH kim-ai-2021 183 17 powered power VBN kim-ai-2021 183 18 digital digital JJ kim-ai-2021 183 19 assistants assistant NNS kim-ai-2021 183 20 are be VBP kim-ai-2021 183 21 likely likely JJ kim-ai-2021 183 22 to to TO kim-ai-2021 183 23 mediate mediate VB kim-ai-2021 183 24 people people NNS kim-ai-2021 183 25 ’s ’s POS kim-ai-2021 183 26 information information NN kim-ai-2021 183 27 search search NN kim-ai-2021 183 28 , , , kim-ai-2021 183 29 discovery discovery NN kim-ai-2021 183 30 , , , kim-ai-2021 183 31 and and CC kim-ai-2021 183 32 retrieval retrieval NN kim-ai-2021 183 33 activities activity NNS kim-ai-2021 183 34 in in IN kim-ai-2021 183 35 the the DT kim-ai-2021 183 36 near near JJ kim-ai-2021 183 37 future future NN kim-ai-2021 183 38 . . . kim-ai-2021 184 1 As as IN kim-ai-2021 184 2 those those DT kim-ai-2021 184 3 digital digital JJ kim-ai-2021 184 4 assistants assistant NNS kim-ai-2021 184 5 become become VBP kim-ai-2021 184 6 more more RBR kim-ai-2021 184 7 capable capable JJ kim-ai-2021 184 8 , , , kim-ai-2021 184 9 they -PRON- PRP kim-ai-2021 184 10 will will MD kim-ai-2021 184 11 go go VB kim-ai-2021 184 12 beyond beyond IN kim-ai-2021 184 13 listing list VBG kim-ai-2021 184 14 available available JJ kim-ai-2021 184 15 information information NN kim-ai-2021 184 16 . . . kim-ai-2021 185 1 They -PRON- PRP kim-ai-2021 185 2 will will MD kim-ai-2021 185 3 further further RB kim-ai-2021 185 4 choose choose VB kim-ai-2021 185 5 what what WP kim-ai-2021 185 6 they -PRON- PRP kim-ai-2021 185 7 deem deem VBP kim-ai-2021 185 8 to to TO kim-ai-2021 185 9 be be VB kim-ai-2021 185 10 most most RBS kim-ai-2021 185 11 relevant relevant JJ kim-ai-2021 185 12 to to IN kim-ai-2021 185 13 users user NNS kim-ai-2021 185 14 and and CC kim-ai-2021 185 15 proceed proceed VB kim-ai-2021 185 16 to to TO kim-ai-2021 185 17 recommend recommend VB kim-ai-2021 185 18 or or CC kim-ai-2021 185 19 autonomously autonomously RB kim-ai-2021 185 20 execute execute VB kim-ai-2021 185 21 the the DT kim-ai-2021 185 22 best good JJS kim-ai-2021 185 23 course course NN kim-ai-2021 185 24 of of IN kim-ai-2021 185 25 action.22 action.22 NNP kim-ai-2021 185 26 Other Other NNP kim-ai-2021 185 27 AI AI NNP kim-ai-2021 185 28 - - HYPH kim-ai-2021 185 29 driven drive VBN kim-ai-2021 185 30 features feature NNS kim-ai-2021 185 31 , , , kim-ai-2021 185 32 such such JJ kim-ai-2021 185 33 as as IN kim-ai-2021 185 34 extracting extract VBG kim-ai-2021 185 35 key key JJ kim-ai-2021 185 36 information information NN kim-ai-2021 185 37 or or CC kim-ai-2021 185 38 generat- generat- NN kim-ai-2021 185 39 ing e VBG kim-ai-2021 185 40 a a DT kim-ai-2021 185 41 summary summary NN kim-ai-2021 185 42 of of IN kim-ai-2021 185 43 a a DT kim-ai-2021 185 44 large large JJ kim-ai-2021 185 45 amount amount NN kim-ai-2021 185 46 of of IN kim-ai-2021 185 47 information information NN kim-ai-2021 185 48 , , , kim-ai-2021 185 49 are be VBP kim-ai-2021 185 50 also also RB kim-ai-2021 185 51 likely likely JJ kim-ai-2021 185 52 to to TO kim-ai-2021 185 53 be be VB kim-ai-2021 185 54 included include VBN kim-ai-2021 185 55 in in IN kim-ai-2021 185 56 future future JJ kim-ai-2021 185 57 informa- informa- JJ kim-ai-2021 185 58 tion tion NN kim-ai-2021 185 59 systems system NNS kim-ai-2021 185 60 , , , kim-ai-2021 185 61 and and CC kim-ai-2021 185 62 they -PRON- PRP kim-ai-2021 185 63 may may MD kim-ai-2021 185 64 deliver deliver VB kim-ai-2021 185 65 key key JJ kim-ai-2021 185 66 information information NN kim-ai-2021 185 67 or or CC kim-ai-2021 185 68 summaries summary NNS kim-ai-2021 185 69 even even RB kim-ai-2021 185 70 before before IN kim-ai-2021 185 71 the the DT kim-ai-2021 185 72 request request NN kim-ai-2021 185 73 is be VBZ kim-ai-2021 185 74 made make VBN kim-ai-2021 185 75 based base VBN kim-ai-2021 185 76 upon upon IN kim-ai-2021 185 77 constant constant JJ kim-ai-2021 185 78 monitoring monitoring NN kim-ai-2021 185 79 of of IN kim-ai-2021 185 80 the the DT kim-ai-2021 185 81 user user NN kim-ai-2021 185 82 ’s ’s POS kim-ai-2021 185 83 activities activity NNS kim-ai-2021 185 84 . . . kim-ai-2021 186 1 In in IN kim-ai-2021 186 2 such such PDT kim-ai-2021 186 3 a a DT kim-ai-2021 186 4 scenario scenario NN kim-ai-2021 186 5 , , , kim-ai-2021 186 6 an an DT kim-ai-2021 186 7 information information NN kim-ai-2021 186 8 seeker seeker NN kim-ai-2021 186 9 ’s ’s POS kim-ai-2021 186 10 cognitive cognitive JJ kim-ai-2021 186 11 agency agency NN kim-ai-2021 186 12 is be VBZ kim-ai-2021 186 13 likely likely RB kim-ai-2021 186 14 be be VB kim-ai-2021 186 15 undermined undermine VBN kim-ai-2021 186 16 . . . kim-ai-2021 187 1 Cru- Cru- NNP kim-ai-2021 187 2 cial cial JJ kim-ai-2021 187 3 to to IN kim-ai-2021 187 4 cognitive cognitive JJ kim-ai-2021 187 5 agency agency NN kim-ai-2021 187 6 is be VBZ kim-ai-2021 187 7 the the DT kim-ai-2021 187 8 mental mental JJ kim-ai-2021 187 9 capacity capacity NN kim-ai-2021 187 10 to to TO kim-ai-2021 187 11 critically critically RB kim-ai-2021 187 12 review review VB kim-ai-2021 187 13 a a DT kim-ai-2021 187 14 variety variety NN kim-ai-2021 187 15 of of IN kim-ai-2021 187 16 information information NN kim-ai-2021 187 17 , , , kim-ai-2021 187 18 judge judge VBP kim-ai-2021 187 19 what what WP kim-ai-2021 187 20 is be VBZ kim-ai-2021 187 21 and and CC kim-ai-2021 187 22 is be VBZ kim-ai-2021 187 23 not not RB kim-ai-2021 187 24 relevant relevant JJ kim-ai-2021 187 25 , , , kim-ai-2021 187 26 and and CC kim-ai-2021 187 27 interpret interpret VB kim-ai-2021 187 28 how how WRB kim-ai-2021 187 29 they -PRON- PRP kim-ai-2021 187 30 relate relate VBP kim-ai-2021 187 31 to to IN kim-ai-2021 187 32 other other JJ kim-ai-2021 187 33 existing exist VBG kim-ai-2021 187 34 beliefs belief NNS kim-ai-2021 187 35 and and CC kim-ai-2021 187 36 opinions opinion NNS kim-ai-2021 187 37 . . . kim-ai-2021 188 1 If if IN kim-ai-2021 188 2 AI AI NNP kim-ai-2021 188 3 assumes assume VBZ kim-ai-2021 188 4 those those DT kim-ai-2021 188 5 tasks task NNS kim-ai-2021 188 6 , , , kim-ai-2021 188 7 the the DT kim-ai-2021 188 8 opportunities opportunity NNS kim-ai-2021 188 9 for for IN kim-ai-2021 188 10 information information NN kim-ai-2021 188 11 seekers seeker NNS kim-ai-2021 188 12 to to TO kim-ai-2021 188 13 exercise exercise VB kim-ai-2021 188 14 their -PRON- PRP$ kim-ai-2021 188 15 own own JJ kim-ai-2021 188 16 cogni- cogni- NN kim-ai-2021 188 17 tive tive JJ kim-ai-2021 188 18 agency agency NN kim-ai-2021 188 19 will will MD kim-ai-2021 188 20 surely surely RB kim-ai-2021 188 21 decrease decrease VB kim-ai-2021 188 22 . . . kim-ai-2021 189 1 Cognitive cognitive JJ kim-ai-2021 189 2 deskilling deskilling NN kim-ai-2021 189 3 and and CC kim-ai-2021 189 4 the the DT kim-ai-2021 189 5 subsequent subsequent JJ kim-ai-2021 189 6 weakening weakening NN kim-ai-2021 189 7 of of IN kim-ai-2021 189 8 people people NNS kim-ai-2021 189 9 ’s ’s POS kim-ai-2021 189 10 agency agency NN kim-ai-2021 189 11 in in IN kim-ai-2021 189 12 the the DT kim-ai-2021 189 13 AI AI NNP kim-ai-2021 189 14 -powered -powere VBN kim-ai-2021 189 15 automated automate VBN kim-ai-2021 189 16 information information NN kim-ai-2021 189 17 environment environment NN kim-ai-2021 189 18 presents present VBZ kim-ai-2021 189 19 an an DT kim-ai-2021 189 20 ethical ethical JJ kim-ai-2021 189 21 challenge challenge NN kim-ai-2021 189 22 because because IN kim-ai-2021 189 23 such such JJ kim-ai-2021 189 24 agency agency NN kim-ai-2021 189 25 is be VBZ kim-ai-2021 189 26 necessary necessary JJ kim-ai-2021 189 27 for for IN kim-ai-2021 189 28 a a DT kim-ai-2021 189 29 person person NN kim-ai-2021 189 30 to to TO kim-ai-2021 189 31 be be VB kim-ai-2021 189 32 a a DT kim-ai-2021 189 33 fully fully RB kim-ai-2021 189 34 functioning function VBG kim-ai-2021 189 35 moral moral JJ kim-ai-2021 189 36 agent agent NN kim-ai-2021 189 37 in in IN kim-ai-2021 189 38 society.23 society.23 NNP kim-ai-2021 189 39 ( ( -LRB- kim-ai-2021 189 40 iii iii NNP kim-ai-2021 189 41 ) ) -RRB- kim-ai-2021 189 42 Social social JJ kim-ai-2021 189 43 impact impact NN kim-ai-2021 189 44 of of IN kim-ai-2021 189 45 scholarship scholarship NN kim-ai-2021 189 46 and and CC kim-ai-2021 189 47 research research NN kim-ai-2021 189 48 from from IN kim-ai-2021 189 49 flawed flawed JJ kim-ai-2021 189 50 AI AI NNP kim-ai-2021 189 51 algorithms algorithm NNS kim-ai-2021 189 52 Previously previously RB kim-ai-2021 189 53 , , , kim-ai-2021 189 54 we -PRON- PRP kim-ai-2021 189 55 have have VBP kim-ai-2021 189 56 seen see VBN kim-ai-2021 189 57 that that IN kim-ai-2021 189 58 deep deep JJ kim-ai-2021 189 59 learning learning NN kim-ai-2021 189 60 applications application NNS kim-ai-2021 189 61 are be VBP kim-ai-2021 189 62 opaque opaque JJ kim-ai-2021 189 63 to to IN kim-ai-2021 189 64 human human JJ kim-ai-2021 189 65 understanding understanding NN kim-ai-2021 189 66 . . . kim-ai-2021 190 1 This this DT kim-ai-2021 190 2 lack lack NN kim-ai-2021 190 3 of of IN kim-ai-2021 190 4 transparency transparency NN kim-ai-2021 190 5 and and CC kim-ai-2021 190 6 explainability explainability NN kim-ai-2021 190 7 raises raise VBZ kim-ai-2021 190 8 a a DT kim-ai-2021 190 9 question question NN kim-ai-2021 190 10 of of IN kim-ai-2021 190 11 whether whether IN kim-ai-2021 190 12 it -PRON- PRP kim-ai-2021 190 13 is be VBZ kim-ai-2021 190 14 moral moral JJ kim-ai-2021 190 15 to to TO kim-ai-2021 190 16 rely rely VB kim-ai-2021 190 17 on on IN kim-ai-2021 190 18 AI AI NNP kim-ai-2021 190 19 - - HYPH kim-ai-2021 190 20 powered power VBN kim-ai-2021 190 21 military military JJ kim-ai-2021 190 22 robots robot NNS kim-ai-2021 190 23 for for IN kim-ai-2021 190 24 life life NN kim-ai-2021 190 25 - - HYPH kim-ai-2021 190 26 or or CC kim-ai-2021 190 27 - - HYPH kim-ai-2021 190 28 death death NN kim-ai-2021 190 29 decisions decision NNS kim-ai-2021 190 30 . . . kim-ai-2021 191 1 Does do VBZ kim-ai-2021 191 2 the the DT kim-ai-2021 191 3 AI ai NN kim-ai-2021 191 4 - - HYPH kim-ai-2021 191 5 powered power VBN kim-ai-2021 191 6 information information NN kim-ai-2021 191 7 envi- envi- IN kim-ai-2021 191 8 ronment ronment NN kim-ai-2021 191 9 have have VBP kim-ai-2021 191 10 a a DT kim-ai-2021 191 11 similar similar JJ kim-ai-2021 191 12 problem problem NN kim-ai-2021 191 13 ? ? . kim-ai-2021 192 1 Machine machine NN kim-ai-2021 192 2 learning learning NN kim-ai-2021 192 3 applications application NNS kim-ai-2021 192 4 base base VBP kim-ai-2021 192 5 their -PRON- PRP$ kim-ai-2021 192 6 recommendations recommendation NNS kim-ai-2021 192 7 and and CC kim-ai-2021 192 8 predictions prediction NNS kim-ai-2021 192 9 upon upon IN kim-ai-2021 192 10 the the DT kim-ai-2021 192 11 pat- pat- NN kim-ai-2021 192 12 terns tern NNS kim-ai-2021 192 13 in in IN kim-ai-2021 192 14 past past JJ kim-ai-2021 192 15 data datum NNS kim-ai-2021 192 16 . . . kim-ai-2021 193 1 Their -PRON- PRP$ kim-ai-2021 193 2 predictions prediction NNS kim-ai-2021 193 3 and and CC kim-ai-2021 193 4 recommendations recommendation NNS kim-ai-2021 193 5 are be VBP kim-ai-2021 193 6 in in IN kim-ai-2021 193 7 this this DT kim-ai-2021 193 8 sense sense NN kim-ai-2021 193 9 inherently inherently RB kim-ai-2021 193 10 conser- conser- IN kim-ai-2021 193 11 vative vative JJ kim-ai-2021 193 12 . . . kim-ai-2021 194 1 They -PRON- PRP kim-ai-2021 194 2 also also RB kim-ai-2021 194 3 become become VBP kim-ai-2021 194 4 outdated outdated JJ kim-ai-2021 194 5 when when WRB kim-ai-2021 194 6 they -PRON- PRP kim-ai-2021 194 7 fail fail VBP kim-ai-2021 194 8 to to TO kim-ai-2021 194 9 reflect reflect VB kim-ai-2021 194 10 new new JJ kim-ai-2021 194 11 social social JJ kim-ai-2021 194 12 views view NNS kim-ai-2021 194 13 and and CC kim-ai-2021 194 14 material material NN kim-ai-2021 194 15 con- con- NN kim-ai-2021 194 16 ditions dition NNS kim-ai-2021 194 17 that that WDT kim-ai-2021 194 18 no no RB kim-ai-2021 194 19 longer long RBR kim-ai-2021 194 20 fit fit VBP kim-ai-2021 194 21 the the DT kim-ai-2021 194 22 past past JJ kim-ai-2021 194 23 patterns pattern NNS kim-ai-2021 194 24 . . . kim-ai-2021 195 1 Furthermore furthermore RB kim-ai-2021 195 2 , , , kim-ai-2021 195 3 each each DT kim-ai-2021 195 4 data data NN kim-ai-2021 195 5 set set NN kim-ai-2021 195 6 is be VBZ kim-ai-2021 195 7 a a DT kim-ai-2021 195 8 social social JJ kim-ai-2021 195 9 construct construct NN kim-ai-2021 195 10 that that WDT kim-ai-2021 195 11 reflects reflect VBZ kim-ai-2021 195 12 particular particular JJ kim-ai-2021 195 13 values value NNS kim-ai-2021 195 14 and and CC kim-ai-2021 195 15 choices choice NNS kim-ai-2021 195 16 such such JJ kim-ai-2021 195 17 as as IN kim-ai-2021 195 18 who who WP kim-ai-2021 195 19 decided decide VBD kim-ai-2021 195 20 to to TO kim-ai-2021 195 21 collect collect VB kim-ai-2021 195 22 the the DT kim-ai-2021 195 23 data datum NNS kim-ai-2021 195 24 and and CC kim-ai-2021 195 25 for for IN kim-ai-2021 195 26 what what WP kim-ai-2021 195 27 pur- pur- NN kim-ai-2021 195 28 pose pose VBP kim-ai-2021 195 29 ; ; : kim-ai-2021 195 30 who who WP kim-ai-2021 195 31 labeled label VBD kim-ai-2021 195 32 data datum NNS kim-ai-2021 195 33 ; ; : kim-ai-2021 195 34 what what WDT kim-ai-2021 195 35 criteria criterion NNS kim-ai-2021 195 36 or or CC kim-ai-2021 195 37 beliefs belief NNS kim-ai-2021 195 38 guided guide VBD kim-ai-2021 195 39 such such JJ kim-ai-2021 195 40 labeling labeling NN kim-ai-2021 195 41 ; ; : kim-ai-2021 195 42 what what WP kim-ai-2021 195 43 taxonomies taxonomy NNS kim-ai-2021 195 44 were be VBD kim-ai-2021 195 45 used use VBN kim-ai-2021 195 46 and and CC kim-ai-2021 195 47 why why WRB kim-ai-2021 195 48 ( ( -LRB- kim-ai-2021 195 49 Davis Davis NNP kim-ai-2021 195 50 2020 2020 CD kim-ai-2021 195 51 ) ) -RRB- kim-ai-2021 195 52 . . . kim-ai-2021 196 1 No no DT kim-ai-2021 196 2 data data NN kim-ai-2021 196 3 set set NN kim-ai-2021 196 4 can can MD kim-ai-2021 196 5 capture capture VB kim-ai-2021 196 6 all all DT kim-ai-2021 196 7 variables variable NNS kim-ai-2021 196 8 and and CC kim-ai-2021 196 9 elements element NNS kim-ai-2021 196 10 of of IN kim-ai-2021 196 11 the the DT kim-ai-2021 196 12 phenomenon phenomenon NN kim-ai-2021 196 13 that that WDT kim-ai-2021 196 14 it -PRON- PRP kim-ai-2021 196 15 describes describe VBZ kim-ai-2021 196 16 . . . kim-ai-2021 197 1 Furthermore furthermore RB kim-ai-2021 197 2 , , , kim-ai-2021 197 3 data data NN kim-ai-2021 197 4 sets set NNS kim-ai-2021 197 5 used use VBN kim-ai-2021 197 6 for for IN kim-ai-2021 197 7 training train VBG kim-ai-2021 197 8 machine machine NN kim-ai-2021 197 9 learning learning NN kim-ai-2021 197 10 and and CC kim-ai-2021 197 11 deep deep JJ kim-ai-2021 197 12 learning learning NN kim-ai-2021 197 13 algorithms algorithm NNS kim-ai-2021 197 14 may may MD kim-ai-2021 197 15 not not RB kim-ai-2021 197 16 be be VB kim-ai-2021 197 17 representational representational JJ kim-ai-2021 197 18 samples sample NNS kim-ai-2021 197 19 for for IN kim-ai-2021 197 20 all all DT kim-ai-2021 197 21 relevant relevant JJ kim-ai-2021 197 22 subgroups subgroup NNS kim-ai-2021 197 23 . . . kim-ai-2021 198 1 In in IN kim-ai-2021 198 2 such such PDT kim-ai-2021 198 3 a a DT kim-ai-2021 198 4 case case NN kim-ai-2021 198 5 , , , kim-ai-2021 198 6 an an DT kim-ai-2021 198 7 al- al- JJ kim-ai-2021 198 8 gorithm gorithm NN kim-ai-2021 198 9 trained train VBN kim-ai-2021 198 10 by by IN kim-ai-2021 198 11 such such PDT kim-ai-2021 198 12 a a DT kim-ai-2021 198 13 data data NN kim-ai-2021 198 14 set set NN kim-ai-2021 198 15 will will MD kim-ai-2021 198 16 produce produce VB kim-ai-2021 198 17 skewed skewed JJ kim-ai-2021 198 18 results result NNS kim-ai-2021 198 19 . . . kim-ai-2021 199 1 Creating create VBG kim-ai-2021 199 2 a a DT kim-ai-2021 199 3 large large JJ kim-ai-2021 199 4 data data NN kim-ai-2021 199 5 set set NN kim-ai-2021 199 6 is be VBZ kim-ai-2021 199 7 also also RB kim-ai-2021 199 8 costly costly JJ kim-ai-2021 199 9 . . . kim-ai-2021 200 1 Consequently consequently RB kim-ai-2021 200 2 , , , kim-ai-2021 200 3 developers developer NNS kim-ai-2021 200 4 often often RB kim-ai-2021 200 5 simply simply RB kim-ai-2021 200 6 take take VBP kim-ai-2021 200 7 the the DT kim-ai-2021 200 8 data data NN kim-ai-2021 200 9 sets set NNS kim-ai-2021 200 10 available available JJ kim-ai-2021 200 11 to to IN kim-ai-2021 200 12 them -PRON- PRP kim-ai-2021 200 13 . . . kim-ai-2021 201 1 Those those DT kim-ai-2021 201 2 data data NN kim-ai-2021 201 3 sets set NNS kim-ai-2021 201 4 are be VBP kim-ai-2021 201 5 likely likely JJ kim-ai-2021 201 6 to to TO kim-ai-2021 201 7 come come VB kim-ai-2021 201 8 with with IN kim-ai-2021 201 9 inherent inherent JJ kim-ai-2021 201 10 limitations limitation NNS kim-ai-2021 201 11 such such JJ kim-ai-2021 201 12 as as IN kim-ai-2021 201 13 omissions omission NNS kim-ai-2021 201 14 , , , kim-ai-2021 201 15 inaccuracies inaccuracy NNS kim-ai-2021 201 16 , , , kim-ai-2021 201 17 errors error NNS kim-ai-2021 201 18 , , , kim-ai-2021 201 19 and and CC kim-ai-2021 201 20 hidden hide VBN kim-ai-2021 201 21 biases bias NNS kim-ai-2021 201 22 . . . kim-ai-2021 202 1 22Needless 22needless CD kim-ai-2021 202 2 to to TO kim-ai-2021 202 3 say say VB kim-ai-2021 202 4 , , , kim-ai-2021 202 5 this this DT kim-ai-2021 202 6 is be VBZ kim-ai-2021 202 7 a a DT kim-ai-2021 202 8 highly highly RB kim-ai-2021 202 9 simplified simplify VBN kim-ai-2021 202 10 scenario scenario NN kim-ai-2021 202 11 . . . kim-ai-2021 203 1 Those those DT kim-ai-2021 203 2 features feature NNS kim-ai-2021 203 3 can can MD kim-ai-2021 203 4 also also RB kim-ai-2021 203 5 be be VB kim-ai-2021 203 6 built build VBN kim-ai-2021 203 7 in in IN kim-ai-2021 203 8 the the DT kim-ai-2021 203 9 information information NN kim-ai-2021 203 10 system system NN kim-ai-2021 203 11 itself -PRON- PRP kim-ai-2021 203 12 rather rather RB kim-ai-2021 203 13 than than IN kim-ai-2021 203 14 being be VBG kim-ai-2021 203 15 delivered deliver VBN kim-ai-2021 203 16 by by IN kim-ai-2021 203 17 a a DT kim-ai-2021 203 18 digital digital JJ kim-ai-2021 203 19 assistant assistant NN kim-ai-2021 203 20 . . . kim-ai-2021 204 1 23Outside 23outside CD kim-ai-2021 204 2 of of IN kim-ai-2021 204 3 the the DT kim-ai-2021 204 4 automated automated JJ kim-ai-2021 204 5 information information NN kim-ai-2021 204 6 environment environment NN kim-ai-2021 204 7 , , , kim-ai-2021 204 8 AI AI NNP kim-ai-2021 204 9 has have VBZ kim-ai-2021 204 10 a a DT kim-ai-2021 204 11 strong strong JJ kim-ai-2021 204 12 potential potential NN kim-ai-2021 204 13 to to TO kim-ai-2021 204 14 engender engender VB kim-ai-2021 204 15 moral moral JJ kim-ai-2021 204 16 deskilling deskilling NN kim-ai-2021 204 17 . . . kim-ai-2021 205 1 Vallor Vallor NNP kim-ai-2021 205 2 ( ( -LRB- kim-ai-2021 205 3 2015 2015 CD kim-ai-2021 205 4 ) ) -RRB- kim-ai-2021 205 5 points point VBZ kim-ai-2021 205 6 out out RP kim-ai-2021 205 7 that that IN kim-ai-2021 205 8 automated automate VBN kim-ai-2021 205 9 weapons weapon NNS kim-ai-2021 205 10 will will MD kim-ai-2021 205 11 lead lead VB kim-ai-2021 205 12 to to IN kim-ai-2021 205 13 soldiers soldier NNS kim-ai-2021 205 14 ’ ’ POS kim-ai-2021 205 15 moral moral JJ kim-ai-2021 205 16 deskilling deskilling NN kim-ai-2021 205 17 in in IN kim-ai-2021 205 18 the the DT kim-ai-2021 205 19 use use NN kim-ai-2021 205 20 of of IN kim-ai-2021 205 21 military military JJ kim-ai-2021 205 22 force force NN kim-ai-2021 205 23 ; ; : kim-ai-2021 205 24 new new NNP kim-ai-2021 205 25 me- me- XX kim-ai-2021 205 26 dia dia VB kim-ai-2021 205 27 practices practice NNS kim-ai-2021 205 28 of of IN kim-ai-2021 205 29 multitasking multitasking NN kim-ai-2021 205 30 may may MD kim-ai-2021 205 31 result result VB kim-ai-2021 205 32 in in IN kim-ai-2021 205 33 deskilling deskille VBG kim-ai-2021 205 34 in in IN kim-ai-2021 205 35 moral moral JJ kim-ai-2021 205 36 attention attention NN kim-ai-2021 205 37 ; ; : kim-ai-2021 205 38 and and CC kim-ai-2021 205 39 social social JJ kim-ai-2021 205 40 robots robot NNS kim-ai-2021 205 41 can can MD kim-ai-2021 205 42 cause cause VB kim-ai-2021 205 43 moral moral JJ kim-ai-2021 205 44 deskilling deskilling NN kim-ai-2021 205 45 in in IN kim-ai-2021 205 46 practices practice NNS kim-ai-2021 205 47 of of IN kim-ai-2021 205 48 human human JJ kim-ai-2021 205 49 caregiving caregiving NN kim-ai-2021 205 50 . . . kim-ai-2021 206 1 Kim Kim NNP kim-ai-2021 206 2 81 81 CD kim-ai-2021 206 3 AI AI NNP kim-ai-2021 206 4 algorithms algorithm NNS kim-ai-2021 206 5 trained train VBD kim-ai-2021 206 6 with with IN kim-ai-2021 206 7 these these DT kim-ai-2021 206 8 flawed flawed JJ kim-ai-2021 206 9 data data NN kim-ai-2021 206 10 sets set NNS kim-ai-2021 206 11 can can MD kim-ai-2021 206 12 fail fail VB kim-ai-2021 206 13 unexpectedly unexpectedly RB kim-ai-2021 206 14 , , , kim-ai-2021 206 15 revealing reveal VBG kim-ai-2021 206 16 those those DT kim-ai-2021 206 17 limi- limi- JJ kim-ai-2021 206 18 tations tation NNS kim-ai-2021 206 19 . . . kim-ai-2021 207 1 For for IN kim-ai-2021 207 2 example example NN kim-ai-2021 207 3 , , , kim-ai-2021 207 4 it -PRON- PRP kim-ai-2021 207 5 has have VBZ kim-ai-2021 207 6 been be VBN kim-ai-2021 207 7 reported report VBN kim-ai-2021 207 8 that that IN kim-ai-2021 207 9 the the DT kim-ai-2021 207 10 success success NN kim-ai-2021 207 11 rate rate NN kim-ai-2021 207 12 of of IN kim-ai-2021 207 13 a a DT kim-ai-2021 207 14 facial facial JJ kim-ai-2021 207 15 recognition recognition NN kim-ai-2021 207 16 algorithm algorithm NN kim-ai-2021 207 17 plunges plunge NNS kim-ai-2021 207 18 from from IN kim-ai-2021 207 19 99 99 CD kim-ai-2021 207 20 % % NN kim-ai-2021 207 21 to to TO kim-ai-2021 207 22 35 35 CD kim-ai-2021 207 23 % % NN kim-ai-2021 207 24 when when WRB kim-ai-2021 207 25 the the DT kim-ai-2021 207 26 group group NN kim-ai-2021 207 27 of of IN kim-ai-2021 207 28 subjects subject NNS kim-ai-2021 207 29 changes change NNS kim-ai-2021 207 30 from from IN kim-ai-2021 207 31 white white JJ kim-ai-2021 207 32 men man NNS kim-ai-2021 207 33 to to IN kim-ai-2021 207 34 dark dark JJ kim-ai-2021 207 35 - - HYPH kim-ai-2021 207 36 skinned skinned JJ kim-ai-2021 207 37 women woman NNS kim-ai-2021 207 38 because because IN kim-ai-2021 207 39 it -PRON- PRP kim-ai-2021 207 40 was be VBD kim-ai-2021 207 41 trained train VBN kim-ai-2021 207 42 mostly mostly RB kim-ai-2021 207 43 with with IN kim-ai-2021 207 44 the the DT kim-ai-2021 207 45 photographs photograph NNS kim-ai-2021 207 46 of of IN kim-ai-2021 207 47 white white JJ kim-ai-2021 207 48 men man NNS kim-ai-2021 207 49 ( ( -LRB- kim-ai-2021 207 50 Lohr Lohr NNP kim-ai-2021 207 51 2018 2018 CD kim-ai-2021 207 52 ) ) -RRB- kim-ai-2021 207 53 . . . kim-ai-2021 208 1 Adopt- Adopt- NNP kim-ai-2021 208 2 ing e VBG kim-ai-2021 208 3 such such PDT kim-ai-2021 208 4 a a DT kim-ai-2021 208 5 faulty faulty JJ kim-ai-2021 208 6 algorithm algorithm NN kim-ai-2021 208 7 for for IN kim-ai-2021 208 8 any any DT kim-ai-2021 208 9 real real JJ kim-ai-2021 208 10 - - HYPH kim-ai-2021 208 11 life life NN kim-ai-2021 208 12 use use NN kim-ai-2021 208 13 at at IN kim-ai-2021 208 14 a a DT kim-ai-2021 208 15 large large JJ kim-ai-2021 208 16 scale scale NN kim-ai-2021 208 17 would would MD kim-ai-2021 208 18 be be VB kim-ai-2021 208 19 entirely entirely RB kim-ai-2021 208 20 unethical unethical JJ kim-ai-2021 208 21 . . . kim-ai-2021 209 1 For for IN kim-ai-2021 209 2 the the DT kim-ai-2021 209 3 context context NN kim-ai-2021 209 4 of of IN kim-ai-2021 209 5 libraries library NNS kim-ai-2021 209 6 , , , kim-ai-2021 209 7 imagine imagine VB kim-ai-2021 209 8 using use VBG kim-ai-2021 209 9 such such PDT kim-ai-2021 209 10 a a DT kim-ai-2021 209 11 face face NN kim-ai-2021 209 12 - - HYPH kim-ai-2021 209 13 recognition recognition NN kim-ai-2021 209 14 algorithm algorithm NN kim-ai-2021 209 15 to to TO kim-ai-2021 209 16 generate generate VB kim-ai-2021 209 17 metadata metadata NN kim-ai-2021 209 18 for for IN kim-ai-2021 209 19 digitized digitized JJ kim-ai-2021 209 20 historical historical JJ kim-ai-2021 209 21 photographs photograph NNS kim-ai-2021 209 22 or or CC kim-ai-2021 209 23 a a DT kim-ai-2021 209 24 similarly similarly RB kim-ai-2021 209 25 flawed flawed JJ kim-ai-2021 209 26 audio audio JJ kim-ai-2021 209 27 transcription transcription NN kim-ai-2021 209 28 algorithm algorithm NNP kim-ai-2021 209 29 to to TO kim-ai-2021 209 30 transcribe transcribe VB kim-ai-2021 209 31 archival archival NNP kim-ai-2021 209 32 audio audio NNP kim-ai-2021 209 33 recordings recording NNS kim-ai-2021 209 34 . . . kim-ai-2021 210 1 Just just RB kim-ai-2021 210 2 like like IN kim-ai-2021 210 3 those those DT kim-ai-2021 210 4 faulty faulty JJ kim-ai-2021 210 5 algorithms algorithm NNS kim-ai-2021 210 6 , , , kim-ai-2021 210 7 an an DT kim-ai-2021 210 8 AI AI NNP kim-ai-2021 210 9 - - HYPH kim-ai-2021 210 10 powered power VBN kim-ai-2021 210 11 automated automated JJ kim-ai-2021 210 12 information information NN kim-ai-2021 210 13 environment environment NN kim-ai-2021 210 14 can can MD kim-ai-2021 210 15 produce produce VB kim-ai-2021 210 16 information information NN kim-ai-2021 210 17 , , , kim-ai-2021 210 18 recommendations recommendation NNS kim-ai-2021 210 19 , , , kim-ai-2021 210 20 and and CC kim-ai-2021 210 21 predictions prediction NNS kim-ai-2021 210 22 affected affect VBN kim-ai-2021 210 23 by by IN kim-ai-2021 210 24 similar similar JJ kim-ai-2021 210 25 limitations limitation NNS kim-ai-2021 210 26 existing exist VBG kim-ai-2021 210 27 in in IN kim-ai-2021 210 28 many many JJ kim-ai-2021 210 29 data datum NNS kim-ai-2021 210 30 sets set NNS kim-ai-2021 210 31 . . . kim-ai-2021 211 1 The the DT kim-ai-2021 211 2 more more RBR kim-ai-2021 211 3 seamless seamless NN kim-ai-2021 211 4 such such PDT kim-ai-2021 211 5 an an DT kim-ai-2021 211 6 information information NN kim-ai-2021 211 7 environment environment NN kim-ai-2021 211 8 is be VBZ kim-ai-2021 211 9 , , , kim-ai-2021 211 10 the the DT kim-ai-2021 211 11 more more RBR kim-ai-2021 211 12 invisible invisible JJ kim-ai-2021 211 13 those those DT kim-ai-2021 211 14 limitations limitation NNS kim-ai-2021 211 15 become become VBP kim-ai-2021 211 16 . . . kim-ai-2021 212 1 Automated automate VBN kim-ai-2021 212 2 information information NN kim-ai-2021 212 3 systems system NNS kim-ai-2021 212 4 from from IN kim-ai-2021 212 5 libraries library NNS kim-ai-2021 212 6 may may MD kim-ai-2021 212 7 not not RB kim-ai-2021 212 8 be be VB kim-ai-2021 212 9 involved involve VBN kim-ai-2021 212 10 in in IN kim-ai-2021 212 11 decisions decision NNS kim-ai-2021 212 12 that that WDT kim-ai-2021 212 13 have have VBP kim-ai-2021 212 14 a a DT kim-ai-2021 212 15 direct direct JJ kim-ai-2021 212 16 and and CC kim-ai-2021 212 17 immediate immediate JJ kim-ai-2021 212 18 impact impact NN kim-ai-2021 212 19 on on IN kim-ai-2021 212 20 people people NNS kim-ai-2021 212 21 ’s ’s POS kim-ai-2021 212 22 lives life NNS kim-ai-2021 212 23 , , , kim-ai-2021 212 24 such such JJ kim-ai-2021 212 25 as as IN kim-ai-2021 212 26 setting set VBG kim-ai-2021 212 27 a a DT kim-ai-2021 212 28 bail bail NN kim-ai-2021 212 29 amount amount NN kim-ai-2021 212 30 or or CC kim-ai-2021 212 31 determining determine VBG kim-ai-2021 212 32 the the DT kim-ai-2021 212 33 Medicaid Medicaid NNP kim-ai-2021 212 34 payment payment NN kim-ai-2021 212 35 to to TO kim-ai-2021 212 36 be be VB kim-ai-2021 212 37 paid.24 paid.24 NNP kim-ai-2021 212 38 But but CC kim-ai-2021 212 39 automated automate VBD kim-ai-2021 212 40 information information NN kim-ai-2021 212 41 systems system NNS kim-ai-2021 212 42 that that WDT kim-ai-2021 212 43 are be VBP kim-ai-2021 212 44 widely widely RB kim-ai-2021 212 45 adopted adopt VBN kim-ai-2021 212 46 and and CC kim-ai-2021 212 47 used use VBN kim-ai-2021 212 48 for for IN kim-ai-2021 212 49 research research NN kim-ai-2021 212 50 and and CC kim-ai-2021 212 51 scholarship scholarship NN kim-ai-2021 212 52 will will MD kim-ai-2021 212 53 impact impact VB kim-ai-2021 212 54 real real JJ kim-ai-2021 212 55 - - HYPH kim-ai-2021 212 56 life life NN kim-ai-2021 212 57 policies policy NNS kim-ai-2021 212 58 and and CC kim-ai-2021 212 59 regulations regulation NNS kim-ai-2021 212 60 in in IN kim-ai-2021 212 61 areas area NNS kim-ai-2021 212 62 such such JJ kim-ai-2021 212 63 as as IN kim-ai-2021 212 64 healthcare healthcare NN kim-ai-2021 212 65 and and CC kim-ai-2021 212 66 the the DT kim-ai-2021 212 67 economy economy NN kim-ai-2021 212 68 . . . kim-ai-2021 213 1 Undiscovered undiscovered JJ kim-ai-2021 213 2 flaws flaw NNS kim-ai-2021 213 3 will will MD kim-ai-2021 213 4 undermine undermine VB kim-ai-2021 213 5 the the DT kim-ai-2021 213 6 validity validity NN kim-ai-2021 213 7 of of IN kim-ai-2021 213 8 the the DT kim-ai-2021 213 9 scholarly scholarly JJ kim-ai-2021 213 10 output output NN kim-ai-2021 213 11 that that WDT kim-ai-2021 213 12 utilized utilize VBD kim-ai-2021 213 13 those those DT kim-ai-2021 213 14 automated automate VBN kim-ai-2021 213 15 information information NN kim-ai-2021 213 16 systems system NNS kim-ai-2021 213 17 and and CC kim-ai-2021 213 18 can can MD kim-ai-2021 213 19 further far RBR kim-ai-2021 213 20 inflict inflict VB kim-ai-2021 213 21 serious serious JJ kim-ai-2021 213 22 harm harm NN kim-ai-2021 213 23 on on IN kim-ai-2021 213 24 certain certain JJ kim-ai-2021 213 25 groups group NNS kim-ai-2021 213 26 of of IN kim-ai-2021 213 27 people people NNS kim-ai-2021 213 28 through through IN kim-ai-2021 213 29 those those DT kim-ai-2021 213 30 policies policy NNS kim-ai-2021 213 31 and and CC kim-ai-2021 213 32 regulations regulation NNS kim-ai-2021 213 33 . . . kim-ai-2021 214 1 Moral Moral NNP kim-ai-2021 214 2 Intelligence Intelligence NNP kim-ai-2021 214 3 and and CC kim-ai-2021 214 4 Rethinking rethink VBG kim-ai-2021 214 5 the the DT kim-ai-2021 214 6 Role Role NNP kim-ai-2021 214 7 of of IN kim-ai-2021 214 8 AI AI NNP kim-ai-2021 214 9 In in IN kim-ai-2021 214 10 this this DT kim-ai-2021 214 11 chapter chapter NN kim-ai-2021 214 12 , , , kim-ai-2021 214 13 I -PRON- PRP kim-ai-2021 214 14 discussed discuss VBD kim-ai-2021 214 15 four four CD kim-ai-2021 214 16 significant significant JJ kim-ai-2021 214 17 ethical ethical JJ kim-ai-2021 214 18 challenges challenge NNS kim-ai-2021 214 19 that that IN kim-ai-2021 214 20 automating automate VBG kim-ai-2021 214 21 decisions decision NNS kim-ai-2021 214 22 and and CC kim-ai-2021 214 23 ac- ac- JJ kim-ai-2021 214 24 tions tion NNS kim-ai-2021 214 25 with with IN kim-ai-2021 214 26 AI AI NNP kim-ai-2021 214 27 presents present NNS kim-ai-2021 214 28 : : : kim-ai-2021 214 29 ( ( -LRB- kim-ai-2021 214 30 a a DT kim-ai-2021 214 31 ) ) -RRB- kim-ai-2021 214 32 moral moral JJ kim-ai-2021 214 33 desensitization desensitization NN kim-ai-2021 214 34 ; ; , kim-ai-2021 214 35 ( ( -LRB- kim-ai-2021 214 36 b b NN kim-ai-2021 214 37 ) ) -RRB- kim-ai-2021 214 38 unintended unintended JJ kim-ai-2021 214 39 outcomes outcome NNS kim-ai-2021 214 40 ; ; , kim-ai-2021 214 41 ( ( -LRB- kim-ai-2021 214 42 c c NN kim-ai-2021 214 43 ) ) -RRB- kim-ai-2021 214 44 surrender surrender NN kim-ai-2021 214 45 of of IN kim-ai-2021 214 46 moral moral JJ kim-ai-2021 214 47 agency agency NN kim-ai-2021 214 48 ; ; : kim-ai-2021 214 49 ( ( -LRB- kim-ai-2021 214 50 d d NN kim-ai-2021 214 51 ) ) -RRB- kim-ai-2021 214 52 opacity opacity NN kim-ai-2021 214 53 in in IN kim-ai-2021 214 54 decision decision NN kim-ai-2021 214 55 - - HYPH kim-ai-2021 214 56 making.25 making.25 NNP kim-ai-2021 214 57 I -PRON- PRP kim-ai-2021 214 58 also also RB kim-ai-2021 214 59 examined examine VBD kim-ai-2021 214 60 somewhat somewhat RB kim-ai-2021 214 61 different different JJ kim-ai-2021 214 62 but but CC kim-ai-2021 214 63 equally equally RB kim-ai-2021 214 64 significant significant JJ kim-ai-2021 214 65 ethical ethical JJ kim-ai-2021 214 66 challenges challenge NNS kim-ai-2021 214 67 in in IN kim-ai-2021 214 68 relation relation NN kim-ai-2021 214 69 to to IN kim-ai-2021 214 70 the the DT kim-ai-2021 214 71 AI AI NNP kim-ai-2021 214 72 - - HYPH kim-ai-2021 214 73 powered power VBN kim-ai-2021 214 74 automated automated JJ kim-ai-2021 214 75 information information NN kim-ai-2021 214 76 environment environment NN kim-ai-2021 214 77 , , , kim-ai-2021 214 78 which which WDT kim-ai-2021 214 79 is be VBZ kim-ai-2021 214 80 likely likely JJ kim-ai-2021 214 81 to to TO kim-ai-2021 214 82 surround surround VB kim-ai-2021 214 83 us -PRON- PRP kim-ai-2021 214 84 in in IN kim-ai-2021 214 85 the the DT kim-ai-2021 214 86 future future NN kim-ai-2021 214 87 : : : kim-ai-2021 214 88 ( ( -LRB- kim-ai-2021 214 89 i i NN kim-ai-2021 214 90 ) ) -RRB- kim-ai-2021 214 91 intellectual intellectual JJ kim-ai-2021 214 92 isolation isolation NN kim-ai-2021 214 93 and and CC kim-ai-2021 214 94 bigotry bigotry NN kim-ai-2021 214 95 hampering hamper VBG kim-ai-2021 214 96 civic civic JJ kim-ai-2021 214 97 discourse discourse NN kim-ai-2021 214 98 ; ; : kim-ai-2021 214 99 ( ( -LRB- kim-ai-2021 214 100 ii ii NN kim-ai-2021 214 101 ) ) -RRB- kim-ai-2021 214 102 weakening weaken VBG kim-ai-2021 214 103 of of IN kim-ai-2021 214 104 cognitive cognitive JJ kim-ai-2021 214 105 agency agency NN kim-ai-2021 214 106 and and CC kim-ai-2021 214 107 autonomy autonomy NN kim-ai-2021 214 108 ; ; , kim-ai-2021 214 109 ( ( -LRB- kim-ai-2021 214 110 iii iii NNP kim-ai-2021 214 111 ) ) -RRB- kim-ai-2021 214 112 social social JJ kim-ai-2021 214 113 impact impact NN kim-ai-2021 214 114 of of IN kim-ai-2021 214 115 scholarship scholarship NN kim-ai-2021 214 116 and and CC kim-ai-2021 214 117 research research NN kim-ai-2021 214 118 based base VBN kim-ai-2021 214 119 upon upon IN kim-ai-2021 214 120 flawed flawed JJ kim-ai-2021 214 121 AI AI NNP kim-ai-2021 214 122 algorithms algorithm NNS kim-ai-2021 214 123 . . . kim-ai-2021 215 1 In in IN kim-ai-2021 215 2 the the DT kim-ai-2021 215 3 near near JJ kim-ai-2021 215 4 future future NN kim-ai-2021 215 5 , , , kim-ai-2021 215 6 libraries library NNS kim-ai-2021 215 7 will will MD kim-ai-2021 215 8 be be VB kim-ai-2021 215 9 acquiring acquire VBG kim-ai-2021 215 10 , , , kim-ai-2021 215 11 building build VBG kim-ai-2021 215 12 , , , kim-ai-2021 215 13 customizing customizing NN kim-ai-2021 215 14 , , , kim-ai-2021 215 15 and and CC kim-ai-2021 215 16 implementing implement VBG kim-ai-2021 215 17 many many JJ kim-ai-2021 215 18 personalized personalize VBN kim-ai-2021 215 19 and and CC kim-ai-2021 215 20 automated automate VBD kim-ai-2021 215 21 information information NN kim-ai-2021 215 22 systems system NNS kim-ai-2021 215 23 . . . kim-ai-2021 216 1 Given give VBN kim-ai-2021 216 2 this this DT kim-ai-2021 216 3 , , , kim-ai-2021 216 4 the the DT kim-ai-2021 216 5 challenges challenge NNS kim-ai-2021 216 6 related relate VBN kim-ai-2021 216 7 to to IN kim-ai-2021 216 8 the the DT kim-ai-2021 216 9 AI- AI- NNP kim-ai-2021 216 10 powered power VBN kim-ai-2021 216 11 automated automated JJ kim-ai-2021 216 12 information information NN kim-ai-2021 216 13 environment environment NN kim-ai-2021 216 14 are be VBP kim-ai-2021 216 15 highly highly RB kim-ai-2021 216 16 relevant relevant JJ kim-ai-2021 216 17 to to IN kim-ai-2021 216 18 them -PRON- PRP kim-ai-2021 216 19 . . . kim-ai-2021 217 1 At at IN kim-ai-2021 217 2 present present NN kim-ai-2021 217 3 , , , kim-ai-2021 217 4 libraries library NNS kim-ai-2021 217 5 are be VBP kim-ai-2021 217 6 at at IN kim-ai-2021 217 7 an an DT kim-ai-2021 217 8 early early JJ kim-ai-2021 217 9 stage stage NN kim-ai-2021 217 10 in in IN kim-ai-2021 217 11 developing develop VBG kim-ai-2021 217 12 AI ai NN kim-ai-2021 217 13 applications application NNS kim-ai-2021 217 14 and and CC kim-ai-2021 217 15 applying apply VBG kim-ai-2021 217 16 machine machine NN kim-ai-2021 217 17 learning learning NN kim-ai-2021 217 18 and and CC kim-ai-2021 217 19 deep deep JJ kim-ai-2021 217 20 learn- learn- JJ kim-ai-2021 217 21 ing ing NN kim-ai-2021 217 22 techniques technique NNS kim-ai-2021 217 23 to to TO kim-ai-2021 217 24 improve improve VB kim-ai-2021 217 25 library library JJ kim-ai-2021 217 26 services service NNS kim-ai-2021 217 27 , , , kim-ai-2021 217 28 systems system NNS kim-ai-2021 217 29 , , , kim-ai-2021 217 30 and and CC kim-ai-2021 217 31 operations operation NNS kim-ai-2021 217 32 . . . kim-ai-2021 218 1 But but CC kim-ai-2021 218 2 the the DT kim-ai-2021 218 3 general general JJ kim-ai-2021 218 4 issues issue NNS kim-ai-2021 218 5 of of IN kim-ai-2021 218 6 hidden hide VBN kim-ai-2021 218 7 biases bias NNS kim-ai-2021 218 8 and and CC kim-ai-2021 218 9 the the DT kim-ai-2021 218 10 lack lack NN kim-ai-2021 218 11 of of IN kim-ai-2021 218 12 explainability explainability NN kim-ai-2021 218 13 in in IN kim-ai-2021 218 14 machine machine NN kim-ai-2021 218 15 learning learning NN kim-ai-2021 218 16 and and CC kim-ai-2021 218 17 deep deep JJ kim-ai-2021 218 18 learning learning NN kim-ai-2021 218 19 are be VBP kim-ai-2021 218 20 already already RB kim-ai-2021 218 21 gaining gain VBG kim-ai-2021 218 22 awareness awareness NN kim-ai-2021 218 23 in in IN kim-ai-2021 218 24 the the DT kim-ai-2021 218 25 library library NN kim-ai-2021 218 26 community community NN kim-ai-2021 218 27 . . . kim-ai-2021 219 1 As as IN kim-ai-2021 219 2 we -PRON- PRP kim-ai-2021 219 3 have have VBP kim-ai-2021 219 4 seen see VBN kim-ai-2021 219 5 in in IN kim-ai-2021 219 6 the the DT kim-ai-2021 219 7 trolley trolley NN kim-ai-2021 219 8 problem problem NN kim-ai-2021 219 9 , , , kim-ai-2021 219 10 whether whether IN kim-ai-2021 219 11 a a DT kim-ai-2021 219 12 certain certain JJ kim-ai-2021 219 13 action action NN kim-ai-2021 219 14 is be VBZ kim-ai-2021 219 15 moral moral JJ kim-ai-2021 219 16 is be VBZ kim-ai-2021 219 17 not not RB kim-ai-2021 219 18 a a DT kim-ai-2021 219 19 line line NN kim-ai-2021 219 20 that that WDT kim-ai-2021 219 21 can can MD kim-ai-2021 219 22 be be VB kim-ai-2021 219 23 drawn draw VBN kim-ai-2021 219 24 with with IN kim-ai-2021 219 25 absolute absolute JJ kim-ai-2021 219 26 clarity clarity NN kim-ai-2021 219 27 . . . kim-ai-2021 220 1 It -PRON- PRP kim-ai-2021 220 2 is be VBZ kim-ai-2021 220 3 entirely entirely RB kim-ai-2021 220 4 possible possible JJ kim-ai-2021 220 5 for for IN kim-ai-2021 220 6 fully fully RB kim-ai-2021 220 7 - - HYPH kim-ai-2021 220 8 functioning function VBG kim-ai-2021 220 9 moral moral JJ kim-ai-2021 220 10 agents agent NNS kim-ai-2021 220 11 to to TO kim-ai-2021 220 12 make make VB kim-ai-2021 220 13 different different JJ kim-ai-2021 220 14 judgements judgement NNS kim-ai-2021 220 15 . . . kim-ai-2021 221 1 In in IN kim-ai-2021 221 2 addition addition NN kim-ai-2021 221 3 , , , kim-ai-2021 221 4 there there EX kim-ai-2021 221 5 is be VBZ kim-ai-2021 221 6 the the DT kim-ai-2021 221 7 matter matter NN kim-ai-2021 221 8 of of IN kim-ai-2021 221 9 morality morality NN kim-ai-2021 221 10 that that IN kim-ai-2021 221 11 our -PRON- PRP$ kim-ai-2021 221 12 tools tool NNS kim-ai-2021 221 13 and and CC kim-ai-2021 221 14 systems system NNS kim-ai-2021 221 15 display display NN kim-ai-2021 221 16 . . . kim-ai-2021 222 1 This this DT kim-ai-2021 222 2 is be VBZ kim-ai-2021 222 3 called call VBN kim-ai-2021 222 4 “ " `` kim-ai-2021 222 5 machine machine NN kim-ai-2021 222 6 morality morality NN kim-ai-2021 222 7 ” " '' kim-ai-2021 222 8 in in IN kim-ai-2021 222 9 relation relation NN kim-ai-2021 222 10 to to IN kim-ai-2021 222 11 AI AI NNP kim-ai-2021 222 12 systems system NNS kim-ai-2021 222 13 . . . kim-ai-2021 223 1 Wallach Wallach NNP kim-ai-2021 223 2 and and CC kim-ai-2021 223 3 Allen Allen NNP kim-ai-2021 223 4 ( ( -LRB- kim-ai-2021 223 5 2009 2009 CD kim-ai-2021 223 6 ) ) -RRB- kim-ai-2021 223 7 argue argue VBP kim-ai-2021 223 8 that that IN kim-ai-2021 223 9 there there EX kim-ai-2021 223 10 are be VBP kim-ai-2021 223 11 three three CD kim-ai-2021 223 12 distinct distinct JJ kim-ai-2021 223 13 levels level NNS kim-ai-2021 223 14 of of IN kim-ai-2021 223 15 machine machine NN kim-ai-2021 223 16 morality morality NN kim-ai-2021 223 17 : : : kim-ai-2021 223 18 oper- oper- NNP kim-ai-2021 223 19 ational ational JJ kim-ai-2021 223 20 morality morality NN kim-ai-2021 223 21 , , , kim-ai-2021 223 22 functional functional JJ kim-ai-2021 223 23 morality morality NN kim-ai-2021 223 24 , , , kim-ai-2021 223 25 and and CC kim-ai-2021 223 26 full full JJ kim-ai-2021 223 27 moral moral JJ kim-ai-2021 223 28 agency agency NN kim-ai-2021 223 29 ( ( -LRB- kim-ai-2021 223 30 26 26 CD kim-ai-2021 223 31 ) ) -RRB- kim-ai-2021 223 32 . . . kim-ai-2021 224 1 Operational operational JJ kim-ai-2021 224 2 morality morality NN kim-ai-2021 224 3 is be VBZ kim-ai-2021 224 4 found find VBN kim-ai-2021 224 5 in in IN kim-ai-2021 224 6 systems system NNS kim-ai-2021 224 7 that that WDT kim-ai-2021 224 8 are be VBP kim-ai-2021 224 9 low low JJ kim-ai-2021 224 10 in in IN kim-ai-2021 224 11 both both CC kim-ai-2021 224 12 autonomy autonomy NN kim-ai-2021 224 13 and and CC kim-ai-2021 224 14 ethical ethical JJ kim-ai-2021 224 15 sensitivity sensitivity NN kim-ai-2021 224 16 . . . kim-ai-2021 225 1 At at IN kim-ai-2021 225 2 this this DT kim-ai-2021 225 3 level level NN kim-ai-2021 225 4 of of IN kim-ai-2021 225 5 machine machine NN kim-ai-2021 225 6 moral- moral- NN kim-ai-2021 225 7 ity ity NN kim-ai-2021 225 8 , , , kim-ai-2021 225 9 a a DT kim-ai-2021 225 10 machine machine NN kim-ai-2021 225 11 or or CC kim-ai-2021 225 12 a a DT kim-ai-2021 225 13 tool tool NN kim-ai-2021 225 14 is be VBZ kim-ai-2021 225 15 given give VBN kim-ai-2021 225 16 a a DT kim-ai-2021 225 17 mechanism mechanism NN kim-ai-2021 225 18 that that WDT kim-ai-2021 225 19 prevents prevent VBZ kim-ai-2021 225 20 its -PRON- PRP$ kim-ai-2021 225 21 immoral immoral JJ kim-ai-2021 225 22 use use NN kim-ai-2021 225 23 , , , kim-ai-2021 225 24 but but CC kim-ai-2021 225 25 the the DT kim-ai-2021 225 26 mechanism mechanism NN kim-ai-2021 225 27 24See 24see CD kim-ai-2021 225 28 Tashea Tashea NNP kim-ai-2021 225 29 2017 2017 CD kim-ai-2021 225 30 and and CC kim-ai-2021 225 31 Stanley Stanley NNP kim-ai-2021 225 32 2017 2017 CD kim-ai-2021 225 33 . . . kim-ai-2021 226 1 25This 25this CD kim-ai-2021 226 2 is be VBZ kim-ai-2021 226 3 by by IN kim-ai-2021 226 4 no no DT kim-ai-2021 226 5 means means NN kim-ai-2021 226 6 an an DT kim-ai-2021 226 7 exhaustive exhaustive JJ kim-ai-2021 226 8 list list NN kim-ai-2021 226 9 . . . kim-ai-2021 227 1 User user NN kim-ai-2021 227 2 privacy privacy NN kim-ai-2021 227 3 and and CC kim-ai-2021 227 4 potential potential JJ kim-ai-2021 227 5 surveillance surveillance NN kim-ai-2021 227 6 are be VBP kim-ai-2021 227 7 examples example NNS kim-ai-2021 227 8 of of IN kim-ai-2021 227 9 other other JJ kim-ai-2021 227 10 important important JJ kim-ai-2021 227 11 ethical ethical JJ kim-ai-2021 227 12 challenges challenge NNS kim-ai-2021 227 13 , , , kim-ai-2021 227 14 which which WDT kim-ai-2021 227 15 I -PRON- PRP kim-ai-2021 227 16 do do VBP kim-ai-2021 227 17 not not RB kim-ai-2021 227 18 discuss discuss VB kim-ai-2021 227 19 here here RB kim-ai-2021 227 20 . . . kim-ai-2021 228 1 82 82 CD kim-ai-2021 228 2 Machine Machine NNP kim-ai-2021 228 3 Learning Learning NNP kim-ai-2021 228 4 , , , kim-ai-2021 228 5 Libraries Libraries NNPS kim-ai-2021 228 6 , , , kim-ai-2021 228 7 and and CC kim-ai-2021 228 8 Cross Cross NNP kim-ai-2021 228 9 - - NNP kim-ai-2021 228 10 Disciplinary Disciplinary NNP kim-ai-2021 228 11 ResearchǔChapter ResearchǔChapter NNP kim-ai-2021 228 12 7 7 CD kim-ai-2021 228 13 is be VBZ kim-ai-2021 228 14 within within IN kim-ai-2021 228 15 the the DT kim-ai-2021 228 16 full full JJ kim-ai-2021 228 17 control control NN kim-ai-2021 228 18 of of IN kim-ai-2021 228 19 the the DT kim-ai-2021 228 20 user user NN kim-ai-2021 228 21 . . . kim-ai-2021 229 1 Such such JJ kim-ai-2021 229 2 operational operational JJ kim-ai-2021 229 3 morality morality NN kim-ai-2021 229 4 exists exist VBZ kim-ai-2021 229 5 in in IN kim-ai-2021 229 6 a a DT kim-ai-2021 229 7 gun gun NN kim-ai-2021 229 8 with with IN kim-ai-2021 229 9 a a DT kim-ai-2021 229 10 childproof childproof JJ kim-ai-2021 229 11 safety safety NN kim-ai-2021 229 12 mechanism mechanism NN kim-ai-2021 229 13 , , , kim-ai-2021 229 14 for for IN kim-ai-2021 229 15 example example NN kim-ai-2021 229 16 . . . kim-ai-2021 230 1 A a DT kim-ai-2021 230 2 gun gun NN kim-ai-2021 230 3 with with IN kim-ai-2021 230 4 a a DT kim-ai-2021 230 5 safety safety NN kim-ai-2021 230 6 mechanism mechanism NN kim-ai-2021 230 7 is be VBZ kim-ai-2021 230 8 neither neither CC kim-ai-2021 230 9 autonomous autonomous JJ kim-ai-2021 230 10 nor nor CC kim-ai-2021 230 11 sen- sen- RB kim-ai-2021 230 12 sitive sitive JJ kim-ai-2021 230 13 to to IN kim-ai-2021 230 14 ethical ethical JJ kim-ai-2021 230 15 concerns concern NNS kim-ai-2021 230 16 related relate VBN kim-ai-2021 230 17 to to IN kim-ai-2021 230 18 its -PRON- PRP$ kim-ai-2021 230 19 use use NN kim-ai-2021 230 20 . . . kim-ai-2021 231 1 By by IN kim-ai-2021 231 2 contrast contrast NN kim-ai-2021 231 3 , , , kim-ai-2021 231 4 machines machine NNS kim-ai-2021 231 5 with with IN kim-ai-2021 231 6 functional functional JJ kim-ai-2021 231 7 morality morality NN kim-ai-2021 231 8 do do VBP kim-ai-2021 231 9 possess possess VB kim-ai-2021 231 10 a a DT kim-ai-2021 231 11 certain certain JJ kim-ai-2021 231 12 level level NN kim-ai-2021 231 13 of of IN kim-ai-2021 231 14 autonomy autonomy NN kim-ai-2021 231 15 and and CC kim-ai-2021 231 16 ethical ethical JJ kim-ai-2021 231 17 sensitivity sensitivity NN kim-ai-2021 231 18 . . . kim-ai-2021 232 1 This this DT kim-ai-2021 232 2 category category NN kim-ai-2021 232 3 includes include VBZ kim-ai-2021 232 4 AI AI NNP kim-ai-2021 232 5 systems system NNS kim-ai-2021 232 6 with with IN kim-ai-2021 232 7 significant significant JJ kim-ai-2021 232 8 autonomy autonomy NN kim-ai-2021 232 9 and and CC kim-ai-2021 232 10 little little JJ kim-ai-2021 232 11 ethical ethical JJ kim-ai-2021 232 12 sensitivity sensitivity NN kim-ai-2021 232 13 or or CC kim-ai-2021 232 14 those those DT kim-ai-2021 232 15 with with IN kim-ai-2021 232 16 little little JJ kim-ai-2021 232 17 autonomy autonomy NN kim-ai-2021 232 18 and and CC kim-ai-2021 232 19 high high JJ kim-ai-2021 232 20 ethical ethical JJ kim-ai-2021 232 21 sensitivity sensitivity NN kim-ai-2021 232 22 . . . kim-ai-2021 233 1 An an DT kim-ai-2021 233 2 autonomous autonomous JJ kim-ai-2021 233 3 drone drone NN kim-ai-2021 233 4 would would MD kim-ai-2021 233 5 fall fall VB kim-ai-2021 233 6 under under IN kim-ai-2021 233 7 the the DT kim-ai-2021 233 8 former former JJ kim-ai-2021 233 9 type type NN kim-ai-2021 233 10 , , , kim-ai-2021 233 11 while while IN kim-ai-2021 233 12 MedEthEx medethex NN kim-ai-2021 233 13 , , , kim-ai-2021 233 14 an an DT kim-ai-2021 233 15 ethical ethical JJ kim-ai-2021 233 16 decision decision NN kim-ai-2021 233 17 - - HYPH kim-ai-2021 233 18 support support NN kim-ai-2021 233 19 AI AI NNP kim-ai-2021 233 20 recommendation recommendation NN kim-ai-2021 233 21 system system NN kim-ai-2021 233 22 for for IN kim-ai-2021 233 23 clinicians clinician NNS kim-ai-2021 233 24 , , , kim-ai-2021 233 25 would would MD kim-ai-2021 233 26 be be VB kim-ai-2021 233 27 of of IN kim-ai-2021 233 28 the the DT kim-ai-2021 233 29 latter latter JJ kim-ai-2021 233 30 . . . kim-ai-2021 234 1 Lastly lastly RB kim-ai-2021 234 2 , , , kim-ai-2021 234 3 Wallach Wallach NNP kim-ai-2021 234 4 and and CC kim-ai-2021 234 5 Allen Allen NNP kim-ai-2021 234 6 regard regard NN kim-ai-2021 234 7 systems system NNS kim-ai-2021 234 8 with with IN kim-ai-2021 234 9 high high JJ kim-ai-2021 234 10 autonomy autonomy NN kim-ai-2021 234 11 and and CC kim-ai-2021 234 12 high high JJ kim-ai-2021 234 13 ethical ethical JJ kim-ai-2021 234 14 sensitivity sensitivity NN kim-ai-2021 234 15 as as IN kim-ai-2021 234 16 having have VBG kim-ai-2021 234 17 full full JJ kim-ai-2021 234 18 moral moral JJ kim-ai-2021 234 19 agency agency NN kim-ai-2021 234 20 , , , kim-ai-2021 234 21 as as RB kim-ai-2021 234 22 much much RB kim-ai-2021 234 23 as as IN kim-ai-2021 234 24 humans human NNS kim-ai-2021 234 25 do do VBP kim-ai-2021 234 26 . . . kim-ai-2021 235 1 This this DT kim-ai-2021 235 2 means mean VBZ kim-ai-2021 235 3 that that IN kim-ai-2021 235 4 those those DT kim-ai-2021 235 5 systems system NNS kim-ai-2021 235 6 would would MD kim-ai-2021 235 7 have have VB kim-ai-2021 235 8 a a DT kim-ai-2021 235 9 mental mental JJ kim-ai-2021 235 10 rep- rep- NN kim-ai-2021 235 11 resentation resentation NN kim-ai-2021 235 12 of of IN kim-ai-2021 235 13 values value NNS kim-ai-2021 235 14 and and CC kim-ai-2021 235 15 the the DT kim-ai-2021 235 16 capacity capacity NN kim-ai-2021 235 17 for for IN kim-ai-2021 235 18 moral moral JJ kim-ai-2021 235 19 reasoning reasoning NN kim-ai-2021 235 20 . . . kim-ai-2021 236 1 Such such JJ kim-ai-2021 236 2 machines machine NNS kim-ai-2021 236 3 can can MD kim-ai-2021 236 4 be be VB kim-ai-2021 236 5 held hold VBN kim-ai-2021 236 6 morally morally RB kim-ai-2021 236 7 responsible responsible JJ kim-ai-2021 236 8 for for IN kim-ai-2021 236 9 their -PRON- PRP$ kim-ai-2021 236 10 actions action NNS kim-ai-2021 236 11 . . . kim-ai-2021 237 1 We -PRON- PRP kim-ai-2021 237 2 do do VBP kim-ai-2021 237 3 not not RB kim-ai-2021 237 4 know know VB kim-ai-2021 237 5 whether whether IN kim-ai-2021 237 6 AI AI NNP kim-ai-2021 237 7 will will MD kim-ai-2021 237 8 be be VB kim-ai-2021 237 9 able able JJ kim-ai-2021 237 10 to to TO kim-ai-2021 237 11 produce produce VB kim-ai-2021 237 12 such such PDT kim-ai-2021 237 13 a a DT kim-ai-2021 237 14 machine machine NN kim-ai-2021 237 15 with with IN kim-ai-2021 237 16 full full JJ kim-ai-2021 237 17 moral moral JJ kim-ai-2021 237 18 agency agency NN kim-ai-2021 237 19 . . . kim-ai-2021 238 1 If if IN kim-ai-2021 238 2 the the DT kim-ai-2021 238 3 current current JJ kim-ai-2021 238 4 direction direction NN kim-ai-2021 238 5 to to TO kim-ai-2021 238 6 automate automate VB kim-ai-2021 238 7 more more JJR kim-ai-2021 238 8 and and CC kim-ai-2021 238 9 more more JJR kim-ai-2021 238 10 human human JJ kim-ai-2021 238 11 tasks task NNS kim-ai-2021 238 12 for for IN kim-ai-2021 238 13 cost cost NN kim-ai-2021 238 14 savings saving NNS kim-ai-2021 238 15 and and CC kim-ai-2021 238 16 efficiency efficiency NN kim-ai-2021 238 17 at at IN kim-ai-2021 238 18 scale scale NN kim-ai-2021 238 19 continues continue VBZ kim-ai-2021 238 20 , , , kim-ai-2021 238 21 however however RB kim-ai-2021 238 22 , , , kim-ai-2021 238 23 most most JJS kim-ai-2021 238 24 of of IN kim-ai-2021 238 25 the the DT kim-ai-2021 238 26 more more RBR kim-ai-2021 238 27 sophisticated sophisticated JJ kim-ai-2021 238 28 AI AI NNP kim-ai-2021 238 29 applications application NNS kim-ai-2021 238 30 to to TO kim-ai-2021 238 31 come come VB kim-ai-2021 238 32 will will MD kim-ai-2021 238 33 be be VB kim-ai-2021 238 34 of of IN kim-ai-2021 238 35 the the DT kim-ai-2021 238 36 kind kind NN kim-ai-2021 238 37 with with IN kim-ai-2021 238 38 functional functional JJ kim-ai-2021 238 39 morality morality NN kim-ai-2021 238 40 , , , kim-ai-2021 238 41 particularly particularly RB kim-ai-2021 238 42 the the DT kim-ai-2021 238 43 kind kind NN kim-ai-2021 238 44 that that WDT kim-ai-2021 238 45 combines combine VBZ kim-ai-2021 238 46 a a DT kim-ai-2021 238 47 relatively relatively RB kim-ai-2021 238 48 high high JJ kim-ai-2021 238 49 level level NN kim-ai-2021 238 50 of of IN kim-ai-2021 238 51 autonomy autonomy NN kim-ai-2021 238 52 and and CC kim-ai-2021 238 53 a a DT kim-ai-2021 238 54 lower low JJR kim-ai-2021 238 55 level level NN kim-ai-2021 238 56 of of IN kim-ai-2021 238 57 ethical ethical JJ kim-ai-2021 238 58 sensitivity sensitivity NN kim-ai-2021 238 59 . . . kim-ai-2021 239 1 In in IN kim-ai-2021 239 2 the the DT kim-ai-2021 239 3 beginning beginning NN kim-ai-2021 239 4 of of IN kim-ai-2021 239 5 this this DT kim-ai-2021 239 6 chapter chapter NN kim-ai-2021 239 7 , , , kim-ai-2021 239 8 I -PRON- PRP kim-ai-2021 239 9 mentioned mention VBD kim-ai-2021 239 10 that that IN kim-ai-2021 239 11 the the DT kim-ai-2021 239 12 goal goal NN kim-ai-2021 239 13 of of IN kim-ai-2021 239 14 AI AI NNP kim-ai-2021 239 15 is be VBZ kim-ai-2021 239 16 to to TO kim-ai-2021 239 17 create create VB kim-ai-2021 239 18 an an DT kim-ai-2021 239 19 artificial artificial JJ kim-ai-2021 239 20 system system NN kim-ai-2021 239 21 — — : kim-ai-2021 239 22 whether whether IN kim-ai-2021 239 23 it -PRON- PRP kim-ai-2021 239 24 be be VB kim-ai-2021 239 25 a a DT kim-ai-2021 239 26 piece piece NN kim-ai-2021 239 27 of of IN kim-ai-2021 239 28 software software NN kim-ai-2021 239 29 or or CC kim-ai-2021 239 30 a a DT kim-ai-2021 239 31 machine machine NN kim-ai-2021 239 32 with with IN kim-ai-2021 239 33 a a DT kim-ai-2021 239 34 physical physical JJ kim-ai-2021 239 35 body body NN kim-ai-2021 239 36 — — : kim-ai-2021 239 37 that that DT kim-ai-2021 239 38 is be VBZ kim-ai-2021 239 39 as as RB kim-ai-2021 239 40 intelligent intelligent JJ kim-ai-2021 239 41 as as IN kim-ai-2021 239 42 a a DT kim-ai-2021 239 43 human human NN kim-ai-2021 239 44 in in IN kim-ai-2021 239 45 its -PRON- PRP$ kim-ai-2021 239 46 performance performance NN kim-ai-2021 239 47 , , , kim-ai-2021 239 48 either either CC kim-ai-2021 239 49 broadly broadly RB kim-ai-2021 239 50 in in IN kim-ai-2021 239 51 all all DT kim-ai-2021 239 52 areas area NNS kim-ai-2021 239 53 of of IN kim-ai-2021 239 54 human human JJ kim-ai-2021 239 55 activities activity NNS kim-ai-2021 239 56 or or CC kim-ai-2021 239 57 narrowly narrowly RB kim-ai-2021 239 58 in in IN kim-ai-2021 239 59 a a DT kim-ai-2021 239 60 specific specific JJ kim-ai-2021 239 61 activity activity NN kim-ai-2021 239 62 . . . kim-ai-2021 240 1 But but CC kim-ai-2021 240 2 what what WP kim-ai-2021 240 3 does do VBZ kim-ai-2021 240 4 “ " `` kim-ai-2021 240 5 as as RB kim-ai-2021 240 6 intelligent intelligent JJ kim-ai-2021 240 7 as as IN kim-ai-2021 240 8 a a DT kim-ai-2021 240 9 human human NN kim-ai-2021 240 10 ” " '' kim-ai-2021 240 11 exactly exactly RB kim-ai-2021 240 12 mean mean VB kim-ai-2021 240 13 ? ? . kim-ai-2021 241 1 If if IN kim-ai-2021 241 2 morality morality NN kim-ai-2021 241 3 is be VBZ kim-ai-2021 241 4 an an DT kim-ai-2021 241 5 integral integral JJ kim-ai-2021 241 6 component component NN kim-ai-2021 241 7 of of IN kim-ai-2021 241 8 human human JJ kim-ai-2021 241 9 - - HYPH kim-ai-2021 241 10 level level NN kim-ai-2021 241 11 intelligence intelligence NN kim-ai-2021 241 12 , , , kim-ai-2021 241 13 AI AI NNP kim-ai-2021 241 14 research research NN kim-ai-2021 241 15 needs need VBZ kim-ai-2021 241 16 to to TO kim-ai-2021 241 17 pay pay VB kim-ai-2021 241 18 more more JJR kim-ai-2021 241 19 attention attention NN kim-ai-2021 241 20 to to IN kim-ai-2021 241 21 intelligence intelligence NN kim-ai-2021 241 22 not not RB kim-ai-2021 241 23 only only RB kim-ai-2021 241 24 in in IN kim-ai-2021 241 25 accomplishing accomplish VBG kim-ai-2021 241 26 a a DT kim-ai-2021 241 27 goal goal NN kim-ai-2021 241 28 but but CC kim-ai-2021 241 29 also also RB kim-ai-2021 241 30 in in IN kim-ai-2021 241 31 doing do VBG kim-ai-2021 241 32 so so RB kim-ai-2021 241 33 ethically.26 ethically.26 NNP kim-ai-2021 241 34 In in IN kim-ai-2021 241 35 that that DT kim-ai-2021 241 36 light light NN kim-ai-2021 241 37 , , , kim-ai-2021 241 38 it -PRON- PRP kim-ai-2021 241 39 is be VBZ kim-ai-2021 241 40 meaningful meaningful JJ kim-ai-2021 241 41 to to TO kim-ai-2021 241 42 ask ask VB kim-ai-2021 241 43 what what WDT kim-ai-2021 241 44 level level NN kim-ai-2021 241 45 of of IN kim-ai-2021 241 46 autonomy autonomy NN kim-ai-2021 241 47 and and CC kim-ai-2021 241 48 ethical ethical JJ kim-ai-2021 241 49 sensitivity sensitivity NN kim-ai-2021 241 50 a a DT kim-ai-2021 241 51 given give VBN kim-ai-2021 241 52 AI ai NN kim-ai-2021 241 53 system system NN kim-ai-2021 241 54 is be VBZ kim-ai-2021 241 55 equipped equip VBN kim-ai-2021 241 56 with with IN kim-ai-2021 241 57 , , , kim-ai-2021 241 58 and and CC kim-ai-2021 241 59 what what WDT kim-ai-2021 241 60 level level NN kim-ai-2021 241 61 of of IN kim-ai-2021 241 62 machine machine NN kim-ai-2021 241 63 morality morality NN kim-ai-2021 241 64 is be VBZ kim-ai-2021 241 65 appropriate appropriate JJ kim-ai-2021 241 66 for for IN kim-ai-2021 241 67 its -PRON- PRP$ kim-ai-2021 241 68 purpose purpose NN kim-ai-2021 241 69 . . . kim-ai-2021 242 1 In in IN kim-ai-2021 242 2 designing design VBG kim-ai-2021 242 3 an an DT kim-ai-2021 242 4 AI AI NNP kim-ai-2021 242 5 system system NN kim-ai-2021 242 6 , , , kim-ai-2021 242 7 it -PRON- PRP kim-ai-2021 242 8 would would MD kim-ai-2021 242 9 be be VB kim-ai-2021 242 10 helpful helpful JJ kim-ai-2021 242 11 to to TO kim-ai-2021 242 12 consider consider VB kim-ai-2021 242 13 what what WDT kim-ai-2021 242 14 level level NN kim-ai-2021 242 15 of of IN kim-ai-2021 242 16 autonomy autonomy NN kim-ai-2021 242 17 and and CC kim-ai-2021 242 18 ethical ethical JJ kim-ai-2021 242 19 sensitivity sensitivity NN kim-ai-2021 242 20 would would MD kim-ai-2021 242 21 be be VB kim-ai-2021 242 22 best well RBS kim-ai-2021 242 23 suited suit VBN kim-ai-2021 242 24 for for IN kim-ai-2021 242 25 its -PRON- PRP$ kim-ai-2021 242 26 purpose purpose NN kim-ai-2021 242 27 and and CC kim-ai-2021 242 28 whether whether IN kim-ai-2021 242 29 it -PRON- PRP kim-ai-2021 242 30 is be VBZ kim-ai-2021 242 31 feasible feasible JJ kim-ai-2021 242 32 to to TO kim-ai-2021 242 33 provide provide VB kim-ai-2021 242 34 that that DT kim-ai-2021 242 35 level level NN kim-ai-2021 242 36 of of IN kim-ai-2021 242 37 machine machine NN kim-ai-2021 242 38 morality morality NN kim-ai-2021 242 39 for for IN kim-ai-2021 242 40 the the DT kim-ai-2021 242 41 system system NN kim-ai-2021 242 42 in in IN kim-ai-2021 242 43 question question NN kim-ai-2021 242 44 . . . kim-ai-2021 243 1 In in IN kim-ai-2021 243 2 general general JJ kim-ai-2021 243 3 , , , kim-ai-2021 243 4 the the DT kim-ai-2021 243 5 narrower narrow JJR kim-ai-2021 243 6 the the DT kim-ai-2021 243 7 function function NN kim-ai-2021 243 8 or or CC kim-ai-2021 243 9 the the DT kim-ai-2021 243 10 do- do- JJ kim-ai-2021 243 11 main main NN kim-ai-2021 243 12 of of IN kim-ai-2021 243 13 an an DT kim-ai-2021 243 14 AI AI NNP kim-ai-2021 243 15 system system NN kim-ai-2021 243 16 is be VBZ kim-ai-2021 243 17 , , , kim-ai-2021 243 18 the the DT kim-ai-2021 243 19 easier easy JJR kim-ai-2021 243 20 it -PRON- PRP kim-ai-2021 243 21 will will MD kim-ai-2021 243 22 be be VB kim-ai-2021 243 23 to to TO kim-ai-2021 243 24 equip equip VB kim-ai-2021 243 25 it -PRON- PRP kim-ai-2021 243 26 with with IN kim-ai-2021 243 27 an an DT kim-ai-2021 243 28 appropriate appropriate JJ kim-ai-2021 243 29 level level NN kim-ai-2021 243 30 of of IN kim-ai-2021 243 31 autonomy autonomy NN kim-ai-2021 243 32 and and CC kim-ai-2021 243 33 ethical ethical JJ kim-ai-2021 243 34 sensitivity sensitivity NN kim-ai-2021 243 35 . . . kim-ai-2021 244 1 In in IN kim-ai-2021 244 2 evaluating evaluate VBG kim-ai-2021 244 3 and and CC kim-ai-2021 244 4 designing design VBG kim-ai-2021 244 5 an an DT kim-ai-2021 244 6 AI AI NNP kim-ai-2021 244 7 system system NN kim-ai-2021 244 8 , , , kim-ai-2021 244 9 it -PRON- PRP kim-ai-2021 244 10 will will MD kim-ai-2021 244 11 be be VB kim-ai-2021 244 12 important important JJ kim-ai-2021 244 13 to to TO kim-ai-2021 244 14 test test VB kim-ai-2021 244 15 the the DT kim-ai-2021 244 16 actual actual JJ kim-ai-2021 244 17 outcome outcome NN kim-ai-2021 244 18 against against IN kim-ai-2021 244 19 the the DT kim-ai-2021 244 20 anticipated anticipated JJ kim-ai-2021 244 21 outcome outcome NN kim-ai-2021 244 22 in in IN kim-ai-2021 244 23 different different JJ kim-ai-2021 244 24 types type NNS kim-ai-2021 244 25 of of IN kim-ai-2021 244 26 cases case NNS kim-ai-2021 244 27 in in IN kim-ai-2021 244 28 order order NN kim-ai-2021 244 29 to to TO kim-ai-2021 244 30 identify identify VB kim-ai-2021 244 31 potential potential JJ kim-ai-2021 244 32 problems problem NNS kim-ai-2021 244 33 . . . kim-ai-2021 245 1 System system NN kim-ai-2021 245 2 - - HYPH kim-ai-2021 245 3 wide wide JJ kim-ai-2021 245 4 audits audits NN kim-ai-2021 245 5 to to TO kim-ai-2021 245 6 detect detect VB kim-ai-2021 245 7 well well RB kim-ai-2021 245 8 - - HYPH kim-ai-2021 245 9 known know VBN kim-ai-2021 245 10 biases bias NNS kim-ai-2021 245 11 , , , kim-ai-2021 245 12 such such JJ kim-ai-2021 245 13 as as IN kim-ai-2021 245 14 gender gender NN kim-ai-2021 245 15 discrimina- discrimina- NNP kim-ai-2021 245 16 tion tion NN kim-ai-2021 245 17 or or CC kim-ai-2021 245 18 racism racism NN kim-ai-2021 245 19 , , , kim-ai-2021 245 20 can can MD kim-ai-2021 245 21 serve serve VB kim-ai-2021 245 22 as as IN kim-ai-2021 245 23 an an DT kim-ai-2021 245 24 effective effective JJ kim-ai-2021 245 25 strategy.27 strategy.27 NNP kim-ai-2021 245 26 Other other JJ kim-ai-2021 245 27 undetected undetected JJ kim-ai-2021 245 28 problems problem NNS kim-ai-2021 245 29 may may MD kim-ai-2021 245 30 surface surface VB kim-ai-2021 245 31 only only RB kim-ai-2021 245 32 after after IN kim-ai-2021 245 33 the the DT kim-ai-2021 245 34 AI AI NNP kim-ai-2021 245 35 system system NN kim-ai-2021 245 36 is be VBZ kim-ai-2021 245 37 deployed deploy VBN kim-ai-2021 245 38 . . . kim-ai-2021 246 1 Having have VBG kim-ai-2021 246 2 a a DT kim-ai-2021 246 3 mechanism mechanism NN kim-ai-2021 246 4 to to TO kim-ai-2021 246 5 continually continually RB kim-ai-2021 246 6 test test VB kim-ai-2021 246 7 an an DT kim-ai-2021 246 8 AI AI NNP kim-ai-2021 246 9 algorithm algorithm NN kim-ai-2021 246 10 to to TO kim-ai-2021 246 11 iden- iden- VB kim-ai-2021 246 12 tify tify VB kim-ai-2021 246 13 those those DT kim-ai-2021 246 14 unnoticed unnoticed JJ kim-ai-2021 246 15 problems problem NNS kim-ai-2021 246 16 and and CC kim-ai-2021 246 17 feeding feed VBG kim-ai-2021 246 18 the the DT kim-ai-2021 246 19 test test NN kim-ai-2021 246 20 result result VB kim-ai-2021 246 21 back back RB kim-ai-2021 246 22 into into IN kim-ai-2021 246 23 the the DT kim-ai-2021 246 24 algorithm algorithm NN kim-ai-2021 246 25 for for IN kim-ai-2021 246 26 retraining retraining NN kim-ai-2021 246 27 will will MD kim-ai-2021 246 28 be be VB kim-ai-2021 246 29 another another DT kim-ai-2021 246 30 way way NN kim-ai-2021 246 31 to to TO kim-ai-2021 246 32 deal deal VB kim-ai-2021 246 33 with with IN kim-ai-2021 246 34 algorithmic algorithmic JJ kim-ai-2021 246 35 biases bias NNS kim-ai-2021 246 36 . . . kim-ai-2021 247 1 Those those DT kim-ai-2021 247 2 who who WP kim-ai-2021 247 3 build build VBP kim-ai-2021 247 4 AI AI NNP kim-ai-2021 247 5 systems system NNS kim-ai-2021 247 6 will will MD kim-ai-2021 247 7 also also RB kim-ai-2021 247 8 benefit benefit VB kim-ai-2021 247 9 from from IN kim-ai-2021 247 10 consulting consult VBG kim-ai-2021 247 11 existing exist VBG kim-ai-2021 247 12 principles principle NNS kim-ai-2021 247 13 and and CC kim-ai-2021 247 14 guidelines guideline NNS kim-ai-2021 247 15 such such JJ kim-ai-2021 247 16 as as IN kim-ai-2021 247 17 FAT FAT NNP kim-ai-2021 247 18 / / SYM kim-ai-2021 247 19 ML ML NNP kim-ai-2021 247 20 ’s ’s POS kim-ai-2021 247 21 “ " `` kim-ai-2021 247 22 Principles principle NNS kim-ai-2021 247 23 for for IN kim-ai-2021 247 24 Accountable Accountable NNP kim-ai-2021 247 25 Algorithms Algorithms NNP kim-ai-2021 247 26 and and CC kim-ai-2021 247 27 a a DT kim-ai-2021 247 28 Social Social NNP kim-ai-2021 247 29 Impact Impact NNP kim-ai-2021 247 30 Statement Statement NNP kim-ai-2021 247 31 for for IN kim-ai-2021 247 32 Algorithms Algorithms NNP kim-ai-2021 247 33 . . . kim-ai-2021 247 34 ”28 ”28 '' kim-ai-2021 247 35 We -PRON- PRP kim-ai-2021 247 36 may may MD kim-ai-2021 247 37 also also RB kim-ai-2021 247 38 want want VB kim-ai-2021 247 39 to to TO kim-ai-2021 247 40 rethink rethink VB kim-ai-2021 247 41 how how WRB kim-ai-2021 247 42 and and CC kim-ai-2021 247 43 where where WRB kim-ai-2021 247 44 we -PRON- PRP kim-ai-2021 247 45 apply apply VBP kim-ai-2021 247 46 AI AI NNP kim-ai-2021 247 47 . . . kim-ai-2021 248 1 We -PRON- PRP kim-ai-2021 248 2 and and CC kim-ai-2021 248 3 our -PRON- PRP$ kim-ai-2021 248 4 society society NN kim-ai-2021 248 5 do do VBP kim-ai-2021 248 6 not not RB kim-ai-2021 248 7 have have VB kim-ai-2021 248 8 26Here 26here CD kim-ai-2021 248 9 , , , kim-ai-2021 248 10 I -PRON- PRP kim-ai-2021 248 11 regard regard VBP kim-ai-2021 248 12 intelligence intelligence NN kim-ai-2021 248 13 as as IN kim-ai-2021 248 14 the the DT kim-ai-2021 248 15 ability ability NN kim-ai-2021 248 16 to to TO kim-ai-2021 248 17 accomplish accomplish VB kim-ai-2021 248 18 complex complex JJ kim-ai-2021 248 19 goals goal NNS kim-ai-2021 248 20 following follow VBG kim-ai-2021 248 21 Tegmark Tegmark NNP kim-ai-2021 248 22 2017 2017 CD kim-ai-2021 248 23 . . . kim-ai-2021 249 1 For for IN kim-ai-2021 249 2 more more JJR kim-ai-2021 249 3 discussion discussion NN kim-ai-2021 249 4 on on IN kim-ai-2021 249 5 intelligence intelligence NN kim-ai-2021 249 6 and and CC kim-ai-2021 249 7 goals goal NNS kim-ai-2021 249 8 , , , kim-ai-2021 249 9 see see VB kim-ai-2021 249 10 Chapter chapter NN kim-ai-2021 249 11 2 2 CD kim-ai-2021 249 12 and and CC kim-ai-2021 249 13 Chapter chapter NN kim-ai-2021 249 14 7 7 CD kim-ai-2021 249 15 . . . kim-ai-2021 250 1 27These 27these JJ kim-ai-2021 250 2 audits audits NN kim-ai-2021 250 3 are be VBP kim-ai-2021 250 4 far far RB kim-ai-2021 250 5 from from IN kim-ai-2021 250 6 foolproof foolproof JJ kim-ai-2021 250 7 , , , kim-ai-2021 250 8 but but CC kim-ai-2021 250 9 the the DT kim-ai-2021 250 10 detection detection NN kim-ai-2021 250 11 of of IN kim-ai-2021 250 12 hidden hidden JJ kim-ai-2021 250 13 biases bias NNS kim-ai-2021 250 14 will will MD kim-ai-2021 250 15 be be VB kim-ai-2021 250 16 crucial crucial JJ kim-ai-2021 250 17 in in IN kim-ai-2021 250 18 making make VBG kim-ai-2021 250 19 AI AI NNP kim-ai-2021 250 20 algorithms algorithm NNS kim-ai-2021 250 21 more more RBR kim-ai-2021 250 22 accountable accountable JJ kim-ai-2021 250 23 and and CC kim-ai-2021 250 24 their -PRON- PRP$ kim-ai-2021 250 25 decisions decision NNS kim-ai-2021 250 26 more more RBR kim-ai-2021 250 27 ethical ethical JJ kim-ai-2021 250 28 . . . kim-ai-2021 251 1 A a DT kim-ai-2021 251 2 debiasing debiasing JJ kim-ai-2021 251 3 algorithm algorithm NN kim-ai-2021 251 4 can can MD kim-ai-2021 251 5 also also RB kim-ai-2021 251 6 be be VB kim-ai-2021 251 7 used use VBN kim-ai-2021 251 8 during during IN kim-ai-2021 251 9 the the DT kim-ai-2021 251 10 training training NN kim-ai-2021 251 11 stage stage NN kim-ai-2021 251 12 of of IN kim-ai-2021 251 13 an an DT kim-ai-2021 251 14 AI AI NNP kim-ai-2021 251 15 algorithm algorithm NN kim-ai-2021 251 16 to to TO kim-ai-2021 251 17 reduce reduce VB kim-ai-2021 251 18 hidden hide VBN kim-ai-2021 251 19 biases bias NNS kim-ai-2021 251 20 in in IN kim-ai-2021 251 21 training training NN kim-ai-2021 251 22 data datum NNS kim-ai-2021 251 23 . . . kim-ai-2021 252 1 See see VB kim-ai-2021 252 2 Amini Amini NNP kim-ai-2021 252 3 et et NNP kim-ai-2021 252 4 al al NNP kim-ai-2021 252 5 . . . kim-ai-2021 253 1 2019 2019 CD kim-ai-2021 253 2 , , , kim-ai-2021 253 3 Knight Knight NNP kim-ai-2021 253 4 2019b 2019b CD kim-ai-2021 253 5 , , , kim-ai-2021 253 6 and and CC kim-ai-2021 253 7 Courtland Courtland NNP kim-ai-2021 253 8 2018 2018 CD kim-ai-2021 253 9 . . . kim-ai-2021 254 1 28See 28see CD kim-ai-2021 254 2 ? ? . kim-ai-2021 254 3 iiTb iitb UH kim-ai-2021 254 4 , , , kim-ai-2021 254 5 ffrrrX7 ffrrrx7 CD kim-ai-2021 254 6 � � NNP kim-ai-2021 254 7 iKHXQ`;f`2bQm`+2bfT`BM+BTH2b@7Q`@ iKHXQ`;f`2bQm`+2bfT`BM+BTH2b@7Q`@ NNP kim-ai-2021 254 8 � � NNP kim-ai-2021 254 9 ++QmMi ++qmmi XX kim-ai-2021 254 10 � � JJ kim-ai-2021 254 11 #H2@ #H2@ NNP kim-ai-2021 254 12 � � NNP kim-ai-2021 254 13 H;Q`Bi?Kb h;q`bi?kb ADD kim-ai-2021 254 14 . . . kim-ai-2021 255 1 Other other JJ kim-ai-2021 255 2 principles principle NNS kim-ai-2021 255 3 and and CC kim-ai-2021 255 4 guidelines guideline NNS kim-ai-2021 255 5 include include VBP kim-ai-2021 255 6 “ " `` kim-ai-2021 255 7 Ethics Ethics NNP kim-ai-2021 255 8 Guidelines Guidelines NNPS kim-ai-2021 255 9 for for IN kim-ai-2021 255 10 Trustworthy Trustworthy NNP kim-ai-2021 255 11 AI AI NNP kim-ai-2021 255 12 ” " '' kim-ai-2021 255 13 ( ( -LRB- kim-ai-2021 255 14 ? ? . kim-ai-2021 255 15 iiTb iitb UH kim-ai-2021 255 16 , , , kim-ai-2021 255 17 ff2+X2m`QT ff2+X2m`QT NNP kim-ai-2021 255 18 � � NNP kim-ai-2021 255 19 X2mf X2mf NNP kim-ai-2021 255 20 / / SYM kim-ai-2021 255 21 B;Bi B;Bi NNP kim-ai-2021 255 22 � � NNP kim-ai-2021 255 23 H@b H@b NNP kim-ai-2021 255 24 BM;H2@K BM;H2@K NNP kim-ai-2021 255 25 � � NNP kim-ai-2021 255 26 `F2if2MfM2rbf2i?B+b@;mB/2HBM2b@i`mbirQ`i?v@ `f2if2mfm2rbf2i?b+b@;mb/2hbm2b@i`mbirq`i?v@ NN kim-ai-2021 255 27 � � NNP kim-ai-2021 255 28 B b NN kim-ai-2021 255 29 ) ) -RRB- kim-ai-2021 255 30 and and CC kim-ai-2021 255 31 “ " `` kim-ai-2021 255 32 Algorithmic Algorithmic NNP kim-ai-2021 255 33 Impact Impact NNP kim-ai-2021 255 34 Assessments assessment NNS kim-ai-2021 255 35 : : : kim-ai-2021 255 36 A a DT kim-ai-2021 255 37 Practical Practical NNP kim-ai-2021 255 38 Framework Framework NNP kim-ai-2021 255 39 For for IN kim-ai-2021 255 40 Public Public NNP kim-ai-2021 255 41 Agency Agency NNP kim-ai-2021 255 42 Accountability Accountability NNP kim-ai-2021 255 43 ” " '' kim-ai-2021 255 44 ( ( -LRB- kim-ai-2021 255 45 ? ? . kim-ai-2021 255 46 iiTb iitb UH kim-ai-2021 255 47 , , , kim-ai-2021 255 48 ff ff VB kim-ai-2021 255 49 � � NNP kim-ai-2021 255 50 BMQrBMbiBimi2XQ`;f BMQrBMbiBimi2XQ`;f NNP kim-ai-2021 255 51 � � NNP kim-ai-2021 255 52 B B NNP kim-ai-2021 255 53 � � NNP kim-ai-2021 255 54 `2TQ`ikyR3XT `2TQ`ikyR3XT NNP kim-ai-2021 255 55 /7 /7 . kim-ai-2021 255 56 ) ) -RRB- kim-ai-2021 255 57 . . . kim-ai-2021 256 1 https://www.fatml.org/resources/principles-for-accountable-algorithms https://www.fatml.org/resources/principles-for-accountable-algorithms NNP kim-ai-2021 256 2 https://ec.europa.eu/digital-single-market/en/news/ethics-guidelines-trustworthy-ai https://ec.europa.eu/digital-single-market/en/news/ethics-guidelines-trustworthy-ai NNP kim-ai-2021 256 3 https://ec.europa.eu/digital-single-market/en/news/ethics-guidelines-trustworthy-ai https://ec.europa.eu/digital-single-market/en/news/ethics-guidelines-trustworthy-ai NNP kim-ai-2021 256 4 https://ainowinstitute.org/aiareport2018.pdf https://ainowinstitute.org/aiareport2018.pdf NNP kim-ai-2021 256 5 https://ainowinstitute.org/aiareport2018.pdf https://ainowinstitute.org/aiareport2018.pdf NNP kim-ai-2021 256 6 Kim Kim NNP kim-ai-2021 256 7 83 83 CD kim-ai-2021 256 8 to to TO kim-ai-2021 256 9 use use VB kim-ai-2021 256 10 AI AI NNP kim-ai-2021 256 11 to to TO kim-ai-2021 256 12 equip equip VB kim-ai-2021 256 13 all all PDT kim-ai-2021 256 14 our -PRON- PRP$ kim-ai-2021 256 15 systems system NNS kim-ai-2021 256 16 and and CC kim-ai-2021 256 17 machines machine NNS kim-ai-2021 256 18 with with IN kim-ai-2021 256 19 human- human- NN kim-ai-2021 256 20 or or CC kim-ai-2021 256 21 superhuman superhuman JJ kim-ai-2021 256 22 - - HYPH kim-ai-2021 256 23 level level NN kim-ai-2021 256 24 performance performance NN kim-ai-2021 256 25 . . . kim-ai-2021 257 1 This this DT kim-ai-2021 257 2 is be VBZ kim-ai-2021 257 3 particularly particularly RB kim-ai-2021 257 4 so so RB kim-ai-2021 257 5 if if IN kim-ai-2021 257 6 the the DT kim-ai-2021 257 7 pursuit pursuit NN kim-ai-2021 257 8 of of IN kim-ai-2021 257 9 such such JJ kim-ai-2021 257 10 human- human- NN kim-ai-2021 257 11 or or CC kim-ai-2021 257 12 superhuman superhuman JJ kim-ai-2021 257 13 - - HYPH kim-ai-2021 257 14 level level NN kim-ai-2021 257 15 performance performance NN kim-ai-2021 257 16 is be VBZ kim-ai-2021 257 17 likely likely JJ kim-ai-2021 257 18 to to TO kim-ai-2021 257 19 increase increase VB kim-ai-2021 257 20 unethical unethical JJ kim-ai-2021 257 21 decisions decision NNS kim-ai-2021 257 22 that that WDT kim-ai-2021 257 23 negatively negatively RB kim-ai-2021 257 24 impact impact VBP kim-ai-2021 257 25 a a DT kim-ai-2021 257 26 significant significant JJ kim-ai-2021 257 27 number number NN kim-ai-2021 257 28 of of IN kim-ai-2021 257 29 people people NNS kim-ai-2021 257 30 . . . kim-ai-2021 258 1 We -PRON- PRP kim-ai-2021 258 2 do do VBP kim-ai-2021 258 3 not not RB kim-ai-2021 258 4 have have VB kim-ai-2021 258 5 to to TO kim-ai-2021 258 6 task task NN kim-ai-2021 258 7 AI AI NNP kim-ai-2021 258 8 with with IN kim-ai-2021 258 9 always always RB kim-ai-2021 258 10 automating automate VBG kim-ai-2021 258 11 away away RP kim-ai-2021 258 12 human human JJ kim-ai-2021 258 13 work work NN kim-ai-2021 258 14 and and CC kim-ai-2021 258 15 decisions decision NNS kim-ai-2021 258 16 as as RB kim-ai-2021 258 17 much much RB kim-ai-2021 258 18 as as IN kim-ai-2021 258 19 possible possible JJ kim-ai-2021 258 20 . . . kim-ai-2021 259 1 What what WP kim-ai-2021 259 2 if if IN kim-ai-2021 259 3 we -PRON- PRP kim-ai-2021 259 4 reframe reframe VBP kim-ai-2021 259 5 AI AI NNP kim-ai-2021 259 6 ’s ’s POS kim-ai-2021 259 7 role role NN kim-ai-2021 259 8 as as IN kim-ai-2021 259 9 helping help VBG kim-ai-2021 259 10 people people NNS kim-ai-2021 259 11 become become VB kim-ai-2021 259 12 more more RBR kim-ai-2021 259 13 intelligent intelligent JJ kim-ai-2021 259 14 and and CC kim-ai-2021 259 15 more more RBR kim-ai-2021 259 16 capable capable JJ kim-ai-2021 259 17 where where WRB kim-ai-2021 259 18 they -PRON- PRP kim-ai-2021 259 19 struggle struggle VBP kim-ai-2021 259 20 or or CC kim-ai-2021 259 21 experience experience NN kim-ai-2021 259 22 disadvantages disadvantage NNS kim-ai-2021 259 23 , , , kim-ai-2021 259 24 such such JJ kim-ai-2021 259 25 as as IN kim-ai-2021 259 26 critical critical JJ kim-ai-2021 259 27 thinking thinking NN kim-ai-2021 259 28 , , , kim-ai-2021 259 29 civic civic JJ kim-ai-2021 259 30 participation participation NN kim-ai-2021 259 31 , , , kim-ai-2021 259 32 healthy healthy JJ kim-ai-2021 259 33 liv- liv- VBD kim-ai-2021 259 34 ing ing JJ kim-ai-2021 259 35 , , , kim-ai-2021 259 36 financial financial JJ kim-ai-2021 259 37 literacy literacy NN kim-ai-2021 259 38 , , , kim-ai-2021 259 39 dyslexia dyslexia NNP kim-ai-2021 259 40 , , , kim-ai-2021 259 41 or or CC kim-ai-2021 259 42 hearing hearing NN kim-ai-2021 259 43 loss loss NN kim-ai-2021 259 44 ? ? . kim-ai-2021 260 1 What what WDT kim-ai-2021 260 2 kind kind NN kim-ai-2021 260 3 of of IN kim-ai-2021 260 4 AI ai NN kim-ai-2021 260 5 - - HYPH kim-ai-2021 260 6 driven drive VBN kim-ai-2021 260 7 information information NN kim-ai-2021 260 8 systems system NNS kim-ai-2021 260 9 and and CC kim-ai-2021 260 10 environments environment NNS kim-ai-2021 260 11 would would MD kim-ai-2021 260 12 be be VB kim-ai-2021 260 13 created create VBN kim-ai-2021 260 14 if if IN kim-ai-2021 260 15 libraries library NNS kim-ai-2021 260 16 approach approach VBP kim-ai-2021 260 17 AI AI NNP kim-ai-2021 260 18 with with IN kim-ai-2021 260 19 such such JJ kim-ai-2021 260 20 intention intention NN kim-ai-2021 260 21 from from IN kim-ai-2021 260 22 the the DT kim-ai-2021 260 23 beginning beginning NN kim-ai-2021 260 24 ? ? . kim-ai-2021 261 1 References References NNP kim-ai-2021 261 2 Alexander Alexander NNP kim-ai-2021 261 3 , , , kim-ai-2021 261 4 Larry Larry NNP kim-ai-2021 261 5 , , , kim-ai-2021 261 6 and and CC kim-ai-2021 261 7 Michael Michael NNP kim-ai-2021 261 8 Moore Moore NNP kim-ai-2021 261 9 . . . kim-ai-2021 262 1 2016 2016 CD kim-ai-2021 262 2 . . . kim-ai-2021 263 1 “ " `` kim-ai-2021 263 2 Deontological Deontological NNP kim-ai-2021 263 3 Ethics Ethics NNPS kim-ai-2021 263 4 . . . kim-ai-2021 263 5 ” " '' kim-ai-2021 263 6 In in IN kim-ai-2021 263 7 The the DT kim-ai-2021 263 8 Stanford Stanford NNP kim-ai-2021 263 9 Encyclo- Encyclo- NNP kim-ai-2021 263 10 pedia pedia NN kim-ai-2021 263 11 of of IN kim-ai-2021 263 12 Philosophy Philosophy NNP kim-ai-2021 263 13 , , , kim-ai-2021 263 14 edited edit VBN kim-ai-2021 263 15 by by IN kim-ai-2021 263 16 Edward Edward NNP kim-ai-2021 263 17 N. N. NNP kim-ai-2021 263 18 Zalta Zalta NNP kim-ai-2021 263 19 , , , kim-ai-2021 263 20 Winter Winter NNP kim-ai-2021 263 21 2016 2016 CD kim-ai-2021 263 22 . . . kim-ai-2021 264 1 Metaphysics Metaphysics NNP kim-ai-2021 264 2 Research Research NNP kim-ai-2021 264 3 Lab Lab NNP kim-ai-2021 264 4 , , , kim-ai-2021 264 5 Stanford Stanford NNP kim-ai-2021 264 6 University University NNP kim-ai-2021 264 7 . . . kim-ai-2021 265 1 ? ? . kim-ai-2021 265 2 iiTb iitb UH kim-ai-2021 265 3 , , , kim-ai-2021 265 4 ffTH ffTH NNP kim-ai-2021 265 5 � � NNP kim-ai-2021 265 6 iQXbi iQXbi NNS kim-ai-2021 265 7 � � NNP kim-ai-2021 265 8 M7Q`/X2 m7q`/x2 NN kim-ai-2021 265 9 / / SYM kim-ai-2021 265 10 mf mf IN kim-ai-2021 265 11 � � NNP kim-ai-2021 265 12 `+?Bp2bfrBMkyRef2Mi`B2 `+?Bp2bfrBMkyRef2Mi`B2 NNP kim-ai-2021 265 13 bf2i?B+b@/2QMiQHQ;B+ bf2i?b+b@/2qmiqhq;b+ NN kim-ai-2021 265 14 � � NNP kim-ai-2021 265 15 Hf Hf NNP kim-ai-2021 265 16 . . . kim-ai-2021 266 1 Amini Amini NNP kim-ai-2021 266 2 , , , kim-ai-2021 266 3 Alexander Alexander NNP kim-ai-2021 266 4 , , , kim-ai-2021 266 5 Ava Ava NNP kim-ai-2021 266 6 P. P. NNP kim-ai-2021 266 7 Soleimany Soleimany NNP kim-ai-2021 266 8 , , , kim-ai-2021 266 9 Wilko Wilko NNP kim-ai-2021 266 10 Schwarting Schwarting NNP kim-ai-2021 266 11 , , , kim-ai-2021 266 12 Sangeeta Sangeeta NNP kim-ai-2021 266 13 N. N. NNP kim-ai-2021 266 14 Bhatia Bhatia NNP kim-ai-2021 266 15 , , , kim-ai-2021 266 16 and and CC kim-ai-2021 266 17 Daniela Daniela NNP kim-ai-2021 266 18 Rus Rus NNP kim-ai-2021 266 19 . . . kim-ai-2021 267 1 2019 2019 CD kim-ai-2021 267 2 . . . kim-ai-2021 268 1 “ " `` kim-ai-2021 268 2 Uncovering uncover VBG kim-ai-2021 268 3 and and CC kim-ai-2021 268 4 Mitigating Mitigating NNP kim-ai-2021 268 5 Algorithmic Algorithmic NNP kim-ai-2021 268 6 Bias Bias NNP kim-ai-2021 268 7 through through IN kim-ai-2021 268 8 Learned learn VBN kim-ai-2021 268 9 Latent Latent NNP kim-ai-2021 268 10 Structure Structure NNP kim-ai-2021 268 11 . . . kim-ai-2021 268 12 ” " '' kim-ai-2021 268 13 In in IN kim-ai-2021 268 14 Proceedings Proceedings NNP kim-ai-2021 268 15 of of IN kim-ai-2021 268 16 the the DT kim-ai-2021 268 17 2019 2019 CD kim-ai-2021 268 18 AAAI AAAI NNP kim-ai-2021 268 19 / / SYM kim-ai-2021 268 20 ACM ACM NNP kim-ai-2021 268 21 Conference Conference NNP kim-ai-2021 268 22 on on IN kim-ai-2021 268 23 AI AI NNP kim-ai-2021 268 24 , , , kim-ai-2021 268 25 Ethics Ethics NNP kim-ai-2021 268 26 , , , kim-ai-2021 268 27 and and CC kim-ai-2021 268 28 Society Society NNP kim-ai-2021 268 29 , , , kim-ai-2021 268 30 289–295 289–295 CD kim-ai-2021 268 31 . . . kim-ai-2021 269 1 AIES AIES NNP kim-ai-2021 269 2 ’ ’ POS kim-ai-2021 269 3 19 19 CD kim-ai-2021 269 4 . . . kim-ai-2021 270 1 New New NNP kim-ai-2021 270 2 York York NNP kim-ai-2021 270 3 , , , kim-ai-2021 270 4 NY NY NNP kim-ai-2021 270 5 , , , kim-ai-2021 270 6 USA USA NNP kim-ai-2021 270 7 : : : kim-ai-2021 270 8 Association Association NNP kim-ai-2021 270 9 for for IN kim-ai-2021 270 10 Computing Computing NNP kim-ai-2021 270 11 Machinery Machinery NNP kim-ai-2021 270 12 . . . kim-ai-2021 271 1 ? ? . kim-ai-2021 271 2 iiTb iitb UH kim-ai-2021 271 3 , , , kim-ai-2021 271 4 ff ff NNP kim-ai-2021 271 5 / / SYM kim-ai-2021 271 6 QBXQ`;f QBXQ`;f NNP kim-ai-2021 271 7 RyXRR98fjjyeeR3XjjR9k9j RyXRR98fjjyeeR3XjjR9k9j NNS kim-ai-2021 271 8 . . . kim-ai-2021 272 1 Averkamp Averkamp NNP kim-ai-2021 272 2 , , , kim-ai-2021 272 3 Shawn Shawn NNP kim-ai-2021 272 4 , , , kim-ai-2021 272 5 and and CC kim-ai-2021 272 6 Julie Julie NNP kim-ai-2021 272 7 Hardesty Hardesty NNP kim-ai-2021 272 8 . . . kim-ai-2021 273 1 2020 2020 CD kim-ai-2021 273 2 . . . kim-ai-2021 274 1 “ " `` kim-ai-2021 274 2 AI AI NNP kim-ai-2021 274 3 Is be VBZ kim-ai-2021 274 4 Such such PDT kim-ai-2021 274 5 a a DT kim-ai-2021 274 6 Tool tool NN kim-ai-2021 274 7 : : : kim-ai-2021 274 8 Keeping keep VBG kim-ai-2021 274 9 Your -PRON- PRP$ kim-ai-2021 274 10 Machine machine NN kim-ai-2021 274 11 Learn- Learn- NNP kim-ai-2021 274 12 ing ing NNP kim-ai-2021 274 13 Outputs Outputs NNP kim-ai-2021 274 14 in in IN kim-ai-2021 274 15 Check Check NNP kim-ai-2021 274 16 . . . kim-ai-2021 274 17 ” " '' kim-ai-2021 274 18 Presented present VBN kim-ai-2021 274 19 at at IN kim-ai-2021 274 20 the the DT kim-ai-2021 274 21 Code4lib Code4lib NNP kim-ai-2021 274 22 Conference Conference NNP kim-ai-2021 274 23 , , , kim-ai-2021 274 24 Pittsburgh Pittsburgh NNP kim-ai-2021 274 25 , , , kim-ai-2021 274 26 PA PA NNP kim-ai-2021 274 27 , , , kim-ai-2021 274 28 March March NNP kim-ai-2021 274 29 11 11 CD kim-ai-2021 274 30 . . . kim-ai-2021 275 1 ? ? . kim-ai-2021 275 2 iiTb iitb UH kim-ai-2021 275 3 , , , kim-ai-2021 275 4 ffkykyX+Q/29HB#XQ`;fi ffkykyx+q/29hb#xq`;fi JJ kim-ai-2021 275 5 � � NN kim-ai-2021 275 6 HFbf hfbf UH kim-ai-2021 275 7 � � NNP kim-ai-2021 275 8 A@Bb@bm+ a@bb@bm+ NN kim-ai-2021 275 9 ? ? . kim-ai-2021 276 1 @ @ NFP kim-ai-2021 276 2 � � NNP kim-ai-2021 276 3 @iQQH@E22TBM;@vQm`@K @iQQH@E22TBM;@vQm`@K NNP kim-ai-2021 276 4 � � NNP kim-ai-2021 276 5 + + CC kim-ai-2021 276 6 ? ? . kim-ai-2021 276 7 BM2@H2 bm2@h2 JJ kim-ai-2021 276 8 � � NNP kim-ai-2021 276 9 `MBM;@QmiTmib@BM@+?2+F. `mbm;@qmitmib@bm@+?2+f. CD kim-ai-2021 277 1 Blewer Blewer NNP kim-ai-2021 277 2 , , , kim-ai-2021 277 3 Ashley Ashley NNP kim-ai-2021 277 4 , , , kim-ai-2021 277 5 Bohyun Bohyun NNP kim-ai-2021 277 6 Kim Kim NNP kim-ai-2021 277 7 , , , kim-ai-2021 277 8 and and CC kim-ai-2021 277 9 Eric Eric NNP kim-ai-2021 277 10 Phetteplace Phetteplace NNP kim-ai-2021 277 11 . . . kim-ai-2021 278 1 2018 2018 CD kim-ai-2021 278 2 . . . kim-ai-2021 279 1 “ " `` kim-ai-2021 279 2 Reflections reflection NNS kim-ai-2021 279 3 on on IN kim-ai-2021 279 4 Code4Lib Code4Lib NNP kim-ai-2021 279 5 2018 2018 CD kim-ai-2021 279 6 . . . kim-ai-2021 279 7 ” " '' kim-ai-2021 279 8 ACRL ACRL NNP kim-ai-2021 279 9 TechConnect TechConnect NNP kim-ai-2021 279 10 ( ( -LRB- kim-ai-2021 279 11 blog blog NN kim-ai-2021 279 12 ) ) -RRB- kim-ai-2021 279 13 . . . kim-ai-2021 280 1 March March NNP kim-ai-2021 280 2 12 12 CD kim-ai-2021 280 3 , , , kim-ai-2021 280 4 2018 2018 CD kim-ai-2021 280 5 . . . kim-ai-2021 281 1 ? ? . kim-ai-2021 281 2 iiTb iitb UH kim-ai-2021 281 3 , , , kim-ai-2021 281 4 ff ff VB kim-ai-2021 281 5 � � NNP kim-ai-2021 281 6 +`HX +`HX . kim-ai-2021 281 7 � � JJ kim-ai-2021 281 8 H H NNP kim-ai-2021 281 9 � � NNP kim-ai-2021 281 10 XQ`;fi2+?+QMM2+i XQ`;fi2+?+QMM2+i NNP kim-ai-2021 281 11 fTQbif`27H2+iBQMb@QM@+Q/29HB#@kyR3f ftqbif`27h2+ibqmb@qm@+q/29hb#@kyr3f CD kim-ai-2021 281 12 . . . kim-ai-2021 282 1 Boden Boden NNP kim-ai-2021 282 2 , , , kim-ai-2021 282 3 Margaret Margaret NNP kim-ai-2021 282 4 A. A. NNP kim-ai-2021 283 1 2016 2016 CD kim-ai-2021 283 2 . . . kim-ai-2021 284 1 AI ai NN kim-ai-2021 284 2 : : : kim-ai-2021 284 3 Its -PRON- PRP$ kim-ai-2021 284 4 Nature Nature NNP kim-ai-2021 284 5 and and CC kim-ai-2021 284 6 Future Future NNP kim-ai-2021 284 7 . . . kim-ai-2021 285 1 Oxford oxford NN kim-ai-2021 285 2 : : : kim-ai-2021 285 3 Oxford Oxford NNP kim-ai-2021 285 4 University University NNP kim-ai-2021 285 5 Press Press NNP kim-ai-2021 285 6 . . . kim-ai-2021 286 1 Bonnefon Bonnefon NNP kim-ai-2021 286 2 , , , kim-ai-2021 286 3 Jean Jean NNP kim-ai-2021 286 4 - - HYPH kim-ai-2021 286 5 François François NNP kim-ai-2021 286 6 , , , kim-ai-2021 286 7 Azim Azim NNP kim-ai-2021 286 8 Shariff Shariff NNP kim-ai-2021 286 9 , , , kim-ai-2021 286 10 and and CC kim-ai-2021 286 11 Iyad Iyad NNP kim-ai-2021 286 12 Rahwan Rahwan NNP kim-ai-2021 286 13 . . . kim-ai-2021 287 1 2016 2016 CD kim-ai-2021 287 2 . . . kim-ai-2021 288 1 “ " `` kim-ai-2021 288 2 The the DT kim-ai-2021 288 3 Social Social NNP kim-ai-2021 288 4 Dilemma Dilemma NNP kim-ai-2021 288 5 of of IN kim-ai-2021 288 6 Au- Au- NNP kim-ai-2021 288 7 tonomous tonomous JJ kim-ai-2021 288 8 Vehicles vehicle NNS kim-ai-2021 288 9 . . . kim-ai-2021 288 10 ” " '' kim-ai-2021 288 11 Science science NN kim-ai-2021 288 12 352 352 CD kim-ai-2021 288 13 ( ( -LRB- kim-ai-2021 288 14 6293 6293 CD kim-ai-2021 288 15 ) ) -RRB- kim-ai-2021 288 16 : : : kim-ai-2021 288 17 1573–76 1573–76 LS kim-ai-2021 288 18 . . . kim-ai-2021 289 1 ? ? . kim-ai-2021 289 2 iiTb iitb UH kim-ai-2021 289 3 , , , kim-ai-2021 289 4 ff ff NNP kim-ai-2021 289 5 / / SYM kim-ai-2021 289 6 QBXQ`;fRyXRRkefb+B2 QBXQ`;fRyXRRkefb+B2 NNP kim-ai-2021 289 7 M+2X m+2x NN kim-ai-2021 289 8 � � NNP kim-ai-2021 289 9 � � NNP kim-ai-2021 289 10 7ke89 7ke89 CD kim-ai-2021 289 11 . . . kim-ai-2021 290 1 Clark Clark NNP kim-ai-2021 290 2 , , , kim-ai-2021 290 3 Liat Liat NNP kim-ai-2021 290 4 . . . kim-ai-2021 291 1 2012 2012 CD kim-ai-2021 291 2 . . . kim-ai-2021 292 1 “ " `` kim-ai-2021 292 2 Google Google NNP kim-ai-2021 292 3 ’s ’s NNP kim-ai-2021 292 4 Artificial Artificial NNP kim-ai-2021 292 5 Brain Brain NNP kim-ai-2021 292 6 Learns learn VBZ kim-ai-2021 292 7 to to TO kim-ai-2021 292 8 Find find VB kim-ai-2021 292 9 Cat cat NN kim-ai-2021 292 10 Videos video NNS kim-ai-2021 292 11 . . . kim-ai-2021 292 12 ” " '' kim-ai-2021 292 13 Wired wire VBN kim-ai-2021 292 14 , , , kim-ai-2021 292 15 June June NNP kim-ai-2021 292 16 26 26 CD kim-ai-2021 292 17 , , , kim-ai-2021 292 18 2012 2012 CD kim-ai-2021 292 19 . . . kim-ai-2021 293 1 ? ? . kim-ai-2021 293 2 iiTb iitb UH kim-ai-2021 293 3 , , , kim-ai-2021 293 4 ffrrrXrB`2 ffrrrXrB`2 NNP kim-ai-2021 293 5 / / SYM kim-ai-2021 293 6 X+QKfkyRkfyef;QQ;H2@t@M2m` X+QKfkyRkfyef;QQ;H2@t@M2m` NNP kim-ai-2021 293 7 � � NNP kim-ai-2021 293 8 H@M2irQ`Ff H@M2irQ`Ff NNP kim-ai-2021 293 9 . . . kim-ai-2021 294 1 Conitzer Conitzer NNP kim-ai-2021 294 2 , , , kim-ai-2021 294 3 Vincent Vincent NNP kim-ai-2021 294 4 , , , kim-ai-2021 294 5 Walter Walter NNP kim-ai-2021 294 6 Sinnott Sinnott NNP kim-ai-2021 294 7 - - HYPH kim-ai-2021 294 8 Armstrong Armstrong NNP kim-ai-2021 294 9 , , , kim-ai-2021 294 10 Jana Jana NNP kim-ai-2021 294 11 Schaich Schaich NNP kim-ai-2021 294 12 Borg Borg NNP kim-ai-2021 294 13 , , , kim-ai-2021 294 14 Yuan Yuan NNP kim-ai-2021 294 15 Deng Deng NNP kim-ai-2021 294 16 , , , kim-ai-2021 294 17 and and CC kim-ai-2021 294 18 Max Max NNP kim-ai-2021 294 19 Kramer Kramer NNP kim-ai-2021 294 20 . . . kim-ai-2021 295 1 2017 2017 CD kim-ai-2021 295 2 . . . kim-ai-2021 296 1 “ " `` kim-ai-2021 296 2 Moral moral JJ kim-ai-2021 296 3 Decision decision NN kim-ai-2021 296 4 Making make VBG kim-ai-2021 296 5 Frameworks Frameworks NNP kim-ai-2021 296 6 for for IN kim-ai-2021 296 7 Artificial Artificial NNP kim-ai-2021 296 8 Intelligence Intelligence NNP kim-ai-2021 296 9 . . . kim-ai-2021 296 10 ” " '' kim-ai-2021 296 11 In in IN kim-ai-2021 296 12 Proceedingsofthe Proceedingsofthe NNP kim-ai-2021 296 13 Thirty Thirty NNP kim-ai-2021 296 14 - - HYPH kim-ai-2021 296 15 First First NNP kim-ai-2021 296 16 AAAI AAAI NNP kim-ai-2021 296 17 Conference Conference NNP kim-ai-2021 296 18 on on IN kim-ai-2021 296 19 Artificial Artificial NNP kim-ai-2021 296 20 Intelligence Intelligence NNP kim-ai-2021 296 21 , , , kim-ai-2021 296 22 4831–4835 4831–4835 CD kim-ai-2021 296 23 . . . kim-ai-2021 297 1 AAAI’17 aaai’17 UH kim-ai-2021 297 2 . . . kim-ai-2021 298 1 San San NNP kim-ai-2021 298 2 Fran- Fran- NNP kim-ai-2021 298 3 cisco cisco NN kim-ai-2021 298 4 , , , kim-ai-2021 298 5 California California NNP kim-ai-2021 298 6 , , , kim-ai-2021 298 7 USA USA NNP kim-ai-2021 298 8 : : : kim-ai-2021 298 9 AAAI AAAI NNP kim-ai-2021 298 10 Press Press NNP kim-ai-2021 298 11 . . . kim-ai-2021 299 1 Courtland Courtland NNP kim-ai-2021 299 2 , , , kim-ai-2021 299 3 Rachel Rachel NNP kim-ai-2021 299 4 . . . kim-ai-2021 300 1 2018 2018 CD kim-ai-2021 300 2 . . . kim-ai-2021 301 1 “ " `` kim-ai-2021 301 2 Bias Bias NNP kim-ai-2021 301 3 Detectives detective NNS kim-ai-2021 301 4 : : : kim-ai-2021 301 5 The the DT kim-ai-2021 301 6 Researchers researcher NNS kim-ai-2021 301 7 Striving strive VBG kim-ai-2021 301 8 to to TO kim-ai-2021 301 9 Make make VB kim-ai-2021 301 10 Algorithms Algorithms NNP kim-ai-2021 301 11 Fair Fair NNP kim-ai-2021 301 12 . . . kim-ai-2021 301 13 ” " '' kim-ai-2021 301 14 Nature nature NN kim-ai-2021 301 15 558 558 CD kim-ai-2021 301 16 ( ( -LRB- kim-ai-2021 301 17 7710 7710 CD kim-ai-2021 301 18 ) ) -RRB- kim-ai-2021 301 19 : : : kim-ai-2021 301 20 357–60 357–60 CD kim-ai-2021 301 21 . . . kim-ai-2021 302 1 ? ? . kim-ai-2021 302 2 iiTb iitb UH kim-ai-2021 302 3 , , , kim-ai-2021 302 4 ff ff VB kim-ai-2021 302 5 / / SYM kim-ai-2021 302 6 QBXQ`;fRyXRyj3f/9R83e@yR3@y89eN@j qbxq`;fryxryj3f/9r83e@yr3@y89en@j JJ kim-ai-2021 302 7 . . . kim-ai-2021 302 8 Cushman Cushman NNP kim-ai-2021 302 9 , , , kim-ai-2021 302 10 Fiery Fiery NNP kim-ai-2021 302 11 , , , kim-ai-2021 302 12 Liane Liane NNP kim-ai-2021 302 13 Young Young NNP kim-ai-2021 302 14 , , , kim-ai-2021 302 15 and and CC kim-ai-2021 302 16 Marc Marc NNP kim-ai-2021 302 17 Hauser Hauser NNP kim-ai-2021 302 18 . . . kim-ai-2021 303 1 2006 2006 CD kim-ai-2021 303 2 . . . kim-ai-2021 304 1 “ " `` kim-ai-2021 304 2 The the DT kim-ai-2021 304 3 Role Role NNP kim-ai-2021 304 4 of of IN kim-ai-2021 304 5 Conscious Conscious NNP kim-ai-2021 304 6 Reasoning Reasoning NNP kim-ai-2021 304 7 and and CC kim-ai-2021 304 8 Intuition Intuition NNP kim-ai-2021 304 9 in in IN kim-ai-2021 304 10 Moral Moral NNP kim-ai-2021 304 11 Judgment Judgment NNP kim-ai-2021 304 12 : : : kim-ai-2021 304 13 Testing test VBG kim-ai-2021 304 14 Three three CD kim-ai-2021 304 15 Principles principle NNS kim-ai-2021 304 16 of of IN kim-ai-2021 304 17 Harm harm NN kim-ai-2021 304 18 . . . kim-ai-2021 304 19 ” " '' kim-ai-2021 304 20 Psychological Psychological NNP kim-ai-2021 304 21 Science Science NNP kim-ai-2021 304 22 17 17 CD kim-ai-2021 304 23 ( ( -LRB- kim-ai-2021 304 24 12 12 CD kim-ai-2021 304 25 ) ) -RRB- kim-ai-2021 304 26 : : : kim-ai-2021 304 27 1082–89 1082–89 LS kim-ai-2021 304 28 . . . kim-ai-2021 305 1 Davis Davis NNP kim-ai-2021 305 2 , , , kim-ai-2021 305 3 Daniel Daniel NNP kim-ai-2021 305 4 L. L. NNP kim-ai-2021 305 5 2007 2007 CD kim-ai-2021 305 6 . . . kim-ai-2021 306 1 “ " `` kim-ai-2021 306 2 Who who WP kim-ai-2021 306 3 Decides decide VBZ kim-ai-2021 306 4 : : : kim-ai-2021 306 5 Man man NN kim-ai-2021 306 6 or or CC kim-ai-2021 306 7 Machine machine NN kim-ai-2021 306 8 ? ? . kim-ai-2021 306 9 ” " '' kim-ai-2021 306 10 Armed Armed NNP kim-ai-2021 306 11 Forces Forces NNPS kim-ai-2021 306 12 Journal Journal NNP kim-ai-2021 306 13 , , , kim-ai-2021 306 14 November November NNP kim-ai-2021 306 15 . . . kim-ai-2021 307 1 ? ? . kim-ai-2021 307 2 iiT iit JJ kim-ai-2021 307 3 , , , kim-ai-2021 307 4 ff ff NNP kim-ai-2021 307 5 � � NNP kim-ai-2021 307 6 `K2/7Q`+2bDQm`M `K2/7Q`+2bDQm`M NNP kim-ai-2021 307 7 � � : kim-ai-2021 307 8 HX+QKfr?Q@/2+B/2b@K HX+QKfr?Q@/2+B/2b@K NNS kim-ai-2021 307 9 � � NNS kim-ai-2021 307 10 M@Q`@K M@Q`@K NNS kim-ai-2021 307 11 � � NNP kim-ai-2021 307 12 +?BM2f +?BM2f NNP kim-ai-2021 307 13 . . . kim-ai-2021 308 1 Davis Davis NNP kim-ai-2021 308 2 , , , kim-ai-2021 308 3 Hannah Hannah NNP kim-ai-2021 308 4 . . . kim-ai-2021 309 1 2020 2020 CD kim-ai-2021 309 2 . . . kim-ai-2021 310 1 “ " `` kim-ai-2021 310 2 A a DT kim-ai-2021 310 3 Dataset dataset NN kim-ai-2021 310 4 Is be VBZ kim-ai-2021 310 5 a a DT kim-ai-2021 310 6 Worldview worldview NN kim-ai-2021 310 7 . . . kim-ai-2021 310 8 ” " '' kim-ai-2021 310 9 Towards towards IN kim-ai-2021 310 10 Data Data NNP kim-ai-2021 310 11 Science Science NNP kim-ai-2021 310 12 . . . kim-ai-2021 311 1 March March NNP kim-ai-2021 311 2 5 5 CD kim-ai-2021 311 3 , , , kim-ai-2021 311 4 2020 2020 CD kim-ai-2021 311 5 . . . kim-ai-2021 312 1 ? ? . kim-ai-2021 312 2 iiT iiT NNP kim-ai-2021 312 3 b b NN kim-ai-2021 312 4 , , , kim-ai-2021 312 5 ffiQr ffiqr ADD kim-ai-2021 312 6 � � NNP kim-ai-2021 312 7 `/b/ `/b/ NNP kim-ai-2021 312 8 � � NNP kim-ai-2021 312 9 i i PRP kim-ai-2021 312 10 � � : kim-ai-2021 312 11 b+B2M+2X+QKf b+B2M+2X+QKf NNS kim-ai-2021 312 12 � � NNP kim-ai-2021 312 13 @/ @/ FW kim-ai-2021 312 14 � � NNP kim-ai-2021 312 15 i i PRP kim-ai-2021 312 16 � � . kim-ai-2021 312 17 b2i@Bb@ b2i@Bb@ NNS kim-ai-2021 312 18 � � JJ kim-ai-2021 312 19 @rQ`H @rQ`H . kim-ai-2021 312 20 / / SYM kim-ai-2021 312 21 pB2r@8jk3kRe//99/. pB2r@8jk3kRe//99/. NNP kim-ai-2021 313 1 https://plato.stanford.edu/archives/win2016/entries/ethics-deontological/ https://plato.stanford.edu/archives/win2016/entries/ethics-deontological/ ADD kim-ai-2021 313 2 https://plato.stanford.edu/archives/win2016/entries/ethics-deontological/ https://plato.stanford.edu/archives/win2016/entries/ethics-deontological/ ADD kim-ai-2021 313 3 https://doi.org/10.1145/3306618.3314243 https://doi.org/10.1145/3306618.3314243 ADD kim-ai-2021 313 4 https://doi.org/10.1145/3306618.3314243 https://doi.org/10.1145/3306618.3314243 NNP kim-ai-2021 313 5 https://2020.code4lib.org/talks/AI-is-such-a-tool-Keeping-your-machine-learning-outputs-in-check https://2020.code4lib.org/talks/AI-is-such-a-tool-Keeping-your-machine-learning-outputs-in-check NNP kim-ai-2021 313 6 https://2020.code4lib.org/talks/AI-is-such-a-tool-Keeping-your-machine-learning-outputs-in-check https://2020.code4lib.org/talks/ai-is-such-a-tool-keeping-your-machine-learning-outputs-in-check CD kim-ai-2021 313 7 https://acrl.ala.org/techconnect/post/reflections-on-code4lib-2018/ https://acrl.ala.org/techconnect/post/reflections-on-code4lib-2018/ NNP kim-ai-2021 313 8 https://acrl.ala.org/techconnect/post/reflections-on-code4lib-2018/ https://acrl.ala.org/techconnect/post/reflections-on-code4lib-2018/ NNP kim-ai-2021 313 9 https://doi.org/10.1126/science.aaf2654 https://doi.org/10.1126/science.aaf2654 NNP kim-ai-2021 313 10 https://doi.org/10.1126/science.aaf2654 https://doi.org/10.1126/science.aaf2654 NNP kim-ai-2021 313 11 https://www.wired.com/2012/06/google-x-neural-network/ https://www.wired.com/2012/06/google-x-neural-network/ CD kim-ai-2021 313 12 https://doi.org/10.1038/d41586-018-05469-3 https://doi.org/10.1038/d41586-018-05469-3 CD kim-ai-2021 313 13 http://armedforcesjournal.com/who-decides-man-or-machine/ http://armedforcesjournal.com/who-decides-man-or-machine/ CD kim-ai-2021 313 14 https://towardsdatascience.com/a-dataset-is-a-worldview-5328216dd44d https://towardsdatascience.com/a-dataset-is-a-worldview-5328216dd44d NNS kim-ai-2021 313 15 https://towardsdatascience.com/a-dataset-is-a-worldview-5328216dd44d https://towardsdatascience.com/a-dataset-is-a-worldview-5328216dd44d VBZ kim-ai-2021 313 16 84 84 CD kim-ai-2021 313 17 Machine Machine NNP kim-ai-2021 313 18 Learning Learning NNP kim-ai-2021 313 19 , , , kim-ai-2021 313 20 Libraries Libraries NNPS kim-ai-2021 313 21 , , , kim-ai-2021 313 22 and and CC kim-ai-2021 313 23 Cross Cross NNP kim-ai-2021 313 24 - - NNP kim-ai-2021 313 25 Disciplinary Disciplinary NNP kim-ai-2021 313 26 ResearchǔChapter ResearchǔChapter NNP kim-ai-2021 313 27 7 7 CD kim-ai-2021 313 28 Foot Foot NNP kim-ai-2021 313 29 , , , kim-ai-2021 313 30 Philippa Philippa NNP kim-ai-2021 313 31 . . . kim-ai-2021 314 1 1967 1967 CD kim-ai-2021 314 2 . . . kim-ai-2021 315 1 “ " `` kim-ai-2021 315 2 The the DT kim-ai-2021 315 3 Problem problem NN kim-ai-2021 315 4 of of IN kim-ai-2021 315 5 Abortion abortion NN kim-ai-2021 315 6 and and CC kim-ai-2021 315 7 the the DT kim-ai-2021 315 8 Doctrine Doctrine NNP kim-ai-2021 315 9 of of IN kim-ai-2021 315 10 Double Double NNP kim-ai-2021 315 11 Effect Effect NNP kim-ai-2021 315 12 . . . kim-ai-2021 315 13 ” " '' kim-ai-2021 315 14 Oxford Oxford NNP kim-ai-2021 315 15 Review Review NNP kim-ai-2021 315 16 5 5 CD kim-ai-2021 315 17 : : : kim-ai-2021 315 18 5–15 5–15 CD kim-ai-2021 315 19 . . . kim-ai-2021 316 1 Heaven Heaven NNP kim-ai-2021 316 2 , , , kim-ai-2021 316 3 Will Will NNP kim-ai-2021 316 4 Douglas Douglas NNP kim-ai-2021 316 5 . . . kim-ai-2021 317 1 2020 2020 CD kim-ai-2021 317 2 . . . kim-ai-2021 318 1 “ " `` kim-ai-2021 318 2 DeepMind DeepMind NNP kim-ai-2021 318 3 ’s ’s , kim-ai-2021 318 4 AI ai NN kim-ai-2021 318 5 Can Can MD kim-ai-2021 318 6 Now now RB kim-ai-2021 318 7 Play play VB kim-ai-2021 318 8 All all DT kim-ai-2021 318 9 57 57 CD kim-ai-2021 318 10 Atari Atari NNP kim-ai-2021 318 11 Games Games NNPS kim-ai-2021 318 12 — — : kim-ai-2021 318 13 but but CC kim-ai-2021 318 14 It -PRON- PRP kim-ai-2021 318 15 ’s ’ VBZ kim-ai-2021 318 16 Still still RB kim-ai-2021 318 17 Not not RB kim-ai-2021 318 18 Versatile versatile JJ kim-ai-2021 318 19 Enough enough RB kim-ai-2021 318 20 . . . kim-ai-2021 318 21 ” " '' kim-ai-2021 318 22 MIT MIT NNP kim-ai-2021 318 23 Technology Technology NNP kim-ai-2021 318 24 Review Review NNP kim-ai-2021 318 25 , , , kim-ai-2021 318 26 April April NNP kim-ai-2021 318 27 1 1 CD kim-ai-2021 318 28 , , , kim-ai-2021 318 29 2020 2020 CD kim-ai-2021 318 30 . . . kim-ai-2021 319 1 ? ? . kim-ai-2021 319 2 iiTb iitb UH kim-ai-2021 319 3 , , , kim-ai-2021 319 4 ffrrrXi2+?MQ ffrrrxi2+?mq JJ kim-ai-2021 319 5 HQ;v`2pB2rX+QKfkykyfy9fyRfNd9NNd HQ;v`2pB2rX+QKfkykyfy9fyRfNd9NNd NNP kim-ai-2021 319 6 . . . kim-ai-2021 320 1 International International NNP kim-ai-2021 320 2 Committee Committee NNP kim-ai-2021 320 3 of of IN kim-ai-2021 320 4 the the DT kim-ai-2021 320 5 Red Red NNP kim-ai-2021 320 6 Cross Cross NNP kim-ai-2021 320 7 . . . kim-ai-2021 321 1 2015 2015 CD kim-ai-2021 321 2 . . . kim-ai-2021 322 1 “ " `` kim-ai-2021 322 2 What what WP kim-ai-2021 322 3 Are be VBP kim-ai-2021 322 4 Jus Jus NNP kim-ai-2021 322 5 Ad Ad NNP kim-ai-2021 322 6 Bellum Bellum NNP kim-ai-2021 322 7 and and CC kim-ai-2021 322 8 Jus Jus NNP kim-ai-2021 322 9 in in IN kim-ai-2021 322 10 Bello Bello NNP kim-ai-2021 322 11 ? ? . kim-ai-2021 322 12 ” " '' kim-ai-2021 322 13 January January NNP kim-ai-2021 322 14 22 22 CD kim-ai-2021 322 15 , , , kim-ai-2021 322 16 2015 2015 CD kim-ai-2021 322 17 . . . kim-ai-2021 323 1 ? ? . kim-ai-2021 323 2 iiTb iitb UH kim-ai-2021 323 3 , , , kim-ai-2021 323 4 ffrrrXB+`+XQ`;f2Mf ffrrrxb+`+xq`;f2mf NN kim-ai-2021 323 5 / / SYM kim-ai-2021 323 6 Q+mK2Mifr? q+mk2mifr? ADD kim-ai-2021 323 7 � � VBZ kim-ai-2021 323 8 i@ i@ FW kim-ai-2021 323 9 � � NNS kim-ai-2021 323 10 `2@Dmb@ `2@Dmb@ : kim-ai-2021 323 11 � � NNS kim-ai-2021 323 12 /@#2H /@#2H , kim-ai-2021 323 13 HmK@ HmK@ NNP kim-ai-2021 323 14 � � NNP kim-ai-2021 323 15 M/@Dmb@#2HHQ@y m/@dmb@#2hhq@y NN kim-ai-2021 323 16 . . . kim-ai-2021 323 17 Kahn Kahn NNP kim-ai-2021 323 18 , , , kim-ai-2021 323 19 Leonard Leonard NNP kim-ai-2021 323 20 . . . kim-ai-2021 324 1 2012 2012 CD kim-ai-2021 324 2 . . . kim-ai-2021 325 1 “ " `` kim-ai-2021 325 2 Military military JJ kim-ai-2021 325 3 Robots Robots NNP kim-ai-2021 325 4 and and CC kim-ai-2021 325 5 The the DT kim-ai-2021 325 6 Likelihood Likelihood NNP kim-ai-2021 325 7 of of IN kim-ai-2021 325 8 Armed Armed NNP kim-ai-2021 325 9 Combat Combat NNP kim-ai-2021 325 10 . . . kim-ai-2021 325 11 ” " '' kim-ai-2021 325 12 In in IN kim-ai-2021 325 13 Robot Robot NNP kim-ai-2021 325 14 Ethics Ethics NNP kim-ai-2021 325 15 : : : kim-ai-2021 325 16 The the DT kim-ai-2021 325 17 Ethical Ethical NNP kim-ai-2021 325 18 and and CC kim-ai-2021 325 19 Social Social NNP kim-ai-2021 325 20 Implications Implications NNPS kim-ai-2021 325 21 of of IN kim-ai-2021 325 22 Robotics Robotics NNPS kim-ai-2021 325 23 , , , kim-ai-2021 325 24 edited edit VBN kim-ai-2021 325 25 by by IN kim-ai-2021 325 26 Patrick Patrick NNP kim-ai-2021 325 27 Lin Lin NNP kim-ai-2021 325 28 , , , kim-ai-2021 325 29 Keith Keith NNP kim-ai-2021 325 30 Abney Abney NNP kim-ai-2021 325 31 , , , kim-ai-2021 325 32 and and CC kim-ai-2021 325 33 George George NNP kim-ai-2021 325 34 A. A. NNP kim-ai-2021 325 35 Bekey Bekey NNP kim-ai-2021 325 36 , , , kim-ai-2021 325 37 274–92 274–92 CD kim-ai-2021 325 38 . . . kim-ai-2021 326 1 Intelligent intelligent JJ kim-ai-2021 326 2 Robotics Robotics NNPS kim-ai-2021 326 3 and and CC kim-ai-2021 326 4 Autonomous Autonomous NNP kim-ai-2021 326 5 Agents Agents NNPS kim-ai-2021 326 6 . . . kim-ai-2021 327 1 Cambridge Cambridge NNP kim-ai-2021 327 2 , , , kim-ai-2021 327 3 Mass. Massachusetts NNP kim-ai-2021 328 1 : : : kim-ai-2021 328 2 MIT MIT NNP kim-ai-2021 328 3 Press Press NNP kim-ai-2021 328 4 . . . kim-ai-2021 329 1 Knight Knight NNP kim-ai-2021 329 2 , , , kim-ai-2021 329 3 Will Will NNP kim-ai-2021 329 4 . . . kim-ai-2021 330 1 2017 2017 CD kim-ai-2021 330 2 . . . kim-ai-2021 331 1 “ " `` kim-ai-2021 331 2 The the DT kim-ai-2021 331 3 Dark Dark NNP kim-ai-2021 331 4 Secret Secret NNP kim-ai-2021 331 5 at at IN kim-ai-2021 331 6 the the DT kim-ai-2021 331 7 Heart heart NN kim-ai-2021 331 8 of of IN kim-ai-2021 331 9 AI AI NNP kim-ai-2021 331 10 . . . kim-ai-2021 331 11 ” " '' kim-ai-2021 331 12 MIT MIT NNP kim-ai-2021 331 13 Technology Technology NNP kim-ai-2021 331 14 Review Review NNP kim-ai-2021 331 15 , , , kim-ai-2021 331 16 April April NNP kim-ai-2021 331 17 11 11 CD kim-ai-2021 331 18 , , , kim-ai-2021 331 19 2017 2017 CD kim-ai-2021 331 20 . . . kim-ai-2021 332 1 ? ? . kim-ai-2021 332 2 iiTb iitb UH kim-ai-2021 332 3 , , , kim-ai-2021 332 4 ffrrrXi2+?MQHQ;v`2pB2rX+QKfkyRdfy9fRRf8RRj ffrrrxi2+?mqhq;v`2pb2rx+qkfkyrdfy9frrf8rrj NN kim-ai-2021 332 5 . . . kim-ai-2021 333 1 . . . kim-ai-2021 334 1 2019a 2019a CD kim-ai-2021 334 2 . . . kim-ai-2021 335 1 “ " `` kim-ai-2021 335 2 Two two CD kim-ai-2021 335 3 Rival rival JJ kim-ai-2021 335 4 AI AI NNP kim-ai-2021 335 5 Approaches approach NNS kim-ai-2021 335 6 Combine combine VBP kim-ai-2021 335 7 to to TO kim-ai-2021 335 8 Let let VB kim-ai-2021 335 9 Machines machine NNS kim-ai-2021 335 10 Learn learn VB kim-ai-2021 335 11 about about IN kim-ai-2021 335 12 the the DT kim-ai-2021 335 13 World World NNP kim-ai-2021 335 14 like like IN kim-ai-2021 335 15 a a DT kim-ai-2021 335 16 Child child NN kim-ai-2021 335 17 . . . kim-ai-2021 335 18 ” " '' kim-ai-2021 335 19 MIT MIT NNP kim-ai-2021 335 20 Technology Technology NNP kim-ai-2021 335 21 Review Review NNP kim-ai-2021 335 22 , , , kim-ai-2021 335 23 April April NNP kim-ai-2021 335 24 8 8 CD kim-ai-2021 335 25 , , , kim-ai-2021 335 26 2019 2019 CD kim-ai-2021 335 27 . . . kim-ai-2021 336 1 ? ? . kim-ai-2021 336 2 iiTb iitb UH kim-ai-2021 336 3 , , , kim-ai-2021 336 4 ffrrrXi2+?MQHQ;v ffrrrXi2+?MQHQ;v NNP kim-ai-2021 336 5 ` ` '' kim-ai-2021 336 6 2pB2rX+QKfkyRNfy9fy3fRyjkkj 2pb2rx+qkfkyrnfy9fy3fryjkkj CD kim-ai-2021 336 7 . . . kim-ai-2021 337 1 . . . kim-ai-2021 338 1 2019b 2019b CD kim-ai-2021 338 2 . . . kim-ai-2021 339 1 “ " `` kim-ai-2021 339 2 AI AI NNP kim-ai-2021 339 3 Is be VBZ kim-ai-2021 339 4 Biased bias VBN kim-ai-2021 339 5 . . . kim-ai-2021 340 1 Here here RB kim-ai-2021 340 2 ’s ’ VBZ kim-ai-2021 340 3 How how WRB kim-ai-2021 340 4 Scientists scientist NNS kim-ai-2021 340 5 Are be VBP kim-ai-2021 340 6 Trying try VBG kim-ai-2021 340 7 to to TO kim-ai-2021 340 8 Fix fix VB kim-ai-2021 340 9 It -PRON- PRP kim-ai-2021 340 10 . . . kim-ai-2021 340 11 ” " '' kim-ai-2021 340 12 Wired wire VBN kim-ai-2021 340 13 , , , kim-ai-2021 340 14 De- de- UH kim-ai-2021 340 15 cember cember NN kim-ai-2021 340 16 19 19 CD kim-ai-2021 340 17 , , , kim-ai-2021 340 18 2019 2019 CD kim-ai-2021 340 19 . . . kim-ai-2021 341 1 ? ? . kim-ai-2021 341 2 iiTb iitb UH kim-ai-2021 341 3 , , , kim-ai-2021 341 4 ffrrrXrB`2 ffrrrxrb`2 NN kim-ai-2021 341 5 / / SYM kim-ai-2021 341 6 X+QKfbiQ`vf x+qkfbiq`vf NN kim-ai-2021 341 7 � � ADD kim-ai-2021 341 8 B@#B b@#b CD kim-ai-2021 341 9 � � NN kim-ai-2021 341 10 b2/@?Qr@b+B2MiBbib b2/@?qr@b+b2mibbib CD kim-ai-2021 341 11 @i`vBM;@7Btf @i`vBM;@7Btf NFP kim-ai-2021 341 12 . . . kim-ai-2021 342 1 Koch Koch NNP kim-ai-2021 342 2 , , , kim-ai-2021 342 3 Christof Christof NNP kim-ai-2021 342 4 . . . kim-ai-2021 343 1 2016 2016 CD kim-ai-2021 343 2 . . . kim-ai-2021 344 1 “ " `` kim-ai-2021 344 2 How how WRB kim-ai-2021 344 3 the the DT kim-ai-2021 344 4 Computer Computer NNP kim-ai-2021 344 5 Beat beat VBP kim-ai-2021 344 6 the the DT kim-ai-2021 344 7 Go Go NNP kim-ai-2021 344 8 Master Master NNP kim-ai-2021 344 9 . . . kim-ai-2021 344 10 ” " '' kim-ai-2021 344 11 Scientific scientific JJ kim-ai-2021 344 12 American American NNP kim-ai-2021 344 13 . . . kim-ai-2021 345 1 March March NNP kim-ai-2021 345 2 19 19 CD kim-ai-2021 345 3 , , , kim-ai-2021 345 4 2016 2016 CD kim-ai-2021 345 5 . . . kim-ai-2021 346 1 ? ? . kim-ai-2021 346 2 iiTb iitb UH kim-ai-2021 346 3 , , , kim-ai-2021 346 4 ffrrrXb+B2MiB7B+ ffrrrXb+B2MiB7B+ NNP kim-ai-2021 346 5 � � . kim-ai-2021 346 6 K2`B+ K2`B+ NNS kim-ai-2021 346 7 � � NNP kim-ai-2021 346 8 MX+QKf MX+QKf NNS kim-ai-2021 346 9 � � NNS kim-ai-2021 346 10 `iB+H2f?Qr@i?2@+QKTmi2 `ib+h2f?qr@i?2@+qktmi2 NN kim-ai-2021 346 11 ` ` '' kim-ai-2021 346 12 @#2 @#2 NFP kim-ai-2021 346 13 � � NNP kim-ai-2021 346 14 i@i?2@;Q@K i@i?2@;Q@K NNP kim-ai-2021 346 15 � � NNP kim-ai-2021 346 16 bi2`f bi2`f NNP kim-ai-2021 346 17 . . . kim-ai-2021 347 1 Lohr Lohr NNP kim-ai-2021 347 2 , , , kim-ai-2021 347 3 Steve Steve NNP kim-ai-2021 347 4 . . . kim-ai-2021 348 1 2018 2018 CD kim-ai-2021 348 2 . . . kim-ai-2021 349 1 “ " `` kim-ai-2021 349 2 Facial facial JJ kim-ai-2021 349 3 Recognition Recognition NNP kim-ai-2021 349 4 Is be VBZ kim-ai-2021 349 5 Accurate accurate JJ kim-ai-2021 349 6 , , , kim-ai-2021 349 7 If if IN kim-ai-2021 349 8 You -PRON- PRP kim-ai-2021 349 9 ’re be VBP kim-ai-2021 349 10 a a DT kim-ai-2021 349 11 White White NNP kim-ai-2021 349 12 Guy Guy NNP kim-ai-2021 349 13 . . . kim-ai-2021 349 14 ” " '' kim-ai-2021 349 15 New New NNP kim-ai-2021 349 16 York York NNP kim-ai-2021 349 17 Times Times NNP kim-ai-2021 349 18 , , , kim-ai-2021 349 19 February February NNP kim-ai-2021 349 20 9 9 CD kim-ai-2021 349 21 , , , kim-ai-2021 349 22 2018 2018 CD kim-ai-2021 349 23 . . . kim-ai-2021 350 1 ? ? . kim-ai-2021 350 2 iiTb iitb UH kim-ai-2021 350 3 , , , kim-ai-2021 350 4 ffrrrXMviBK2bX+QKfkyR3fykfyNfi2+?MQHQ;vf7 ffrrrxmvibk2bx+qkfkyr3fykfynfi2+?mqhq;vf7 ADD kim-ai-2021 350 5 � � NNP kim-ai-2021 350 6 +B +B NNP kim-ai-2021 350 7 � � JJ kim-ai-2021 350 8 H h NN kim-ai-2021 350 9 @`2+Q;MBiBQM@` @`2+Q;MBiBQM@` : kim-ai-2021 350 10 � � ADD kim-ai-2021 350 11 +2@ +2@ LS kim-ai-2021 350 12 � � NNP kim-ai-2021 350 13 `iB7B+B `iB7B+B NNP kim-ai-2021 350 14 � � : kim-ai-2021 350 15 H@BMi2HHB;2M+2X?iKH h@bmi2hhb;2m+2x?ikh JJ kim-ai-2021 350 16 . . . kim-ai-2021 351 1 Mahlangu Mahlangu NNP kim-ai-2021 351 2 , , , kim-ai-2021 351 3 Isaac Isaac NNP kim-ai-2021 351 4 . . . kim-ai-2021 352 1 2019 2019 CD kim-ai-2021 352 2 . . . kim-ai-2021 353 1 “ " `` kim-ai-2021 353 2 Meet Meet NNP kim-ai-2021 353 3 Libby Libby NNP kim-ai-2021 353 4 - - , kim-ai-2021 353 5 the the DT kim-ai-2021 353 6 New New NNP kim-ai-2021 353 7 Robot Robot NNP kim-ai-2021 353 8 Library Library NNP kim-ai-2021 353 9 Assistant Assistant NNP kim-ai-2021 353 10 at at IN kim-ai-2021 353 11 the the DT kim-ai-2021 353 12 University University NNP kim-ai-2021 353 13 of of IN kim-ai-2021 353 14 Pretoria Pretoria NNP kim-ai-2021 353 15 ’s ’s NNP kim-ai-2021 353 16 Hatfield Hatfield NNP kim-ai-2021 353 17 Campus Campus NNP kim-ai-2021 353 18 . . . kim-ai-2021 353 19 ” " '' kim-ai-2021 353 20 SowetanLIVE sowetanlive CD kim-ai-2021 353 21 . . . kim-ai-2021 354 1 June June NNP kim-ai-2021 354 2 4 4 CD kim-ai-2021 354 3 , , , kim-ai-2021 354 4 2019 2019 CD kim-ai-2021 354 5 . . . kim-ai-2021 355 1 ? ? . kim-ai-2021 355 2 iiTb iitb UH kim-ai-2021 355 3 , , , kim-ai-2021 355 4 ffrrrXbQr2i ffrrrXbQr2i NNP kim-ai-2021 355 5 � � NNP kim-ai-2021 355 6 MHBp MHBp NNS kim-ai-2021 355 7 2X+QXx 2x+qxx CD kim-ai-2021 355 8 � � NNS kim-ai-2021 355 9 fM2rbfbQmi fM2rbfbQmi NNS kim-ai-2021 355 10 ? ? . kim-ai-2021 356 1 @ @ NFP kim-ai-2021 356 2 � � NNP kim-ai-2021 356 3 7`B+ 7`B+ NNS kim-ai-2021 356 4 � � JJ kim-ai-2021 356 5 fkyRN@ye@y9@K22i@HB##v@i?2@M2r@`Q#Qi@HB fkyRN@ye@y9@K22i@HB##v@i?2@M2r@`Q#Qi@HB . kim-ai-2021 356 6 # # $ kim-ai-2021 356 7 ` ` '' kim-ai-2021 356 8 � � NNP kim-ai-2021 356 9 ` ` '' kim-ai-2021 356 10 v@ v@ NNP kim-ai-2021 356 11 � � NNP kim-ai-2021 356 12 bbBbi bbbbi NN kim-ai-2021 356 13 � � NNP kim-ai-2021 356 14 Mi@ mi@ NN kim-ai-2021 356 15 � � NNP kim-ai-2021 356 16 i@i?2@mMBp2`bBiv@Q7@T`2iQ`B i@i?2@mMBp2`bBiv@Q7@T`2iQ`B NNP kim-ai-2021 356 17 � � NNP kim-ai-2021 356 18 b@? b@? VBD kim-ai-2021 356 19 � � . kim-ai-2021 356 20 i7B2H/@+ i7b2h/@+ UH kim-ai-2021 356 21 � � NNP kim-ai-2021 356 22 KTmbf KTmbf NNP kim-ai-2021 356 23 . . . kim-ai-2021 357 1 Markoff Markoff NNP kim-ai-2021 357 2 , , , kim-ai-2021 357 3 John John NNP kim-ai-2021 357 4 . . . kim-ai-2021 358 1 2012 2012 CD kim-ai-2021 358 2 . . . kim-ai-2021 359 1 “ " `` kim-ai-2021 359 2 How how WRB kim-ai-2021 359 3 Many many JJ kim-ai-2021 359 4 Computers computer NNS kim-ai-2021 359 5 to to TO kim-ai-2021 359 6 Identify identify VB kim-ai-2021 359 7 a a DT kim-ai-2021 359 8 Cat cat NN kim-ai-2021 359 9 ? ? . kim-ai-2021 360 1 16,000 16,000 CD kim-ai-2021 360 2 . . . kim-ai-2021 360 3 ” " '' kim-ai-2021 360 4 New New NNP kim-ai-2021 360 5 York York NNP kim-ai-2021 360 6 Times Times NNP kim-ai-2021 360 7 , , , kim-ai-2021 360 8 June June NNP kim-ai-2021 360 9 25 25 CD kim-ai-2021 360 10 , , , kim-ai-2021 360 11 2012 2012 CD kim-ai-2021 360 12 . . . kim-ai-2021 361 1 Marr Marr NNP kim-ai-2021 361 2 , , , kim-ai-2021 361 3 Bernard Bernard NNP kim-ai-2021 361 4 . . . kim-ai-2021 362 1 2018 2018 CD kim-ai-2021 362 2 . . . kim-ai-2021 363 1 “ " `` kim-ai-2021 363 2 How how WRB kim-ai-2021 363 3 AI AI NNP kim-ai-2021 363 4 And and CC kim-ai-2021 363 5 Machine Machine NNP kim-ai-2021 363 6 Learning Learning NNP kim-ai-2021 363 7 Are be VBP kim-ai-2021 363 8 Transforming transform VBG kim-ai-2021 363 9 Law Law NNP kim-ai-2021 363 10 Firms firm NNS kim-ai-2021 363 11 And and CC kim-ai-2021 363 12 The the DT kim-ai-2021 363 13 Legal Legal NNP kim-ai-2021 363 14 Sector Sector NNP kim-ai-2021 363 15 . . . kim-ai-2021 363 16 ” " '' kim-ai-2021 363 17 Forbes Forbes NNP kim-ai-2021 363 18 , , , kim-ai-2021 363 19 May May NNP kim-ai-2021 363 20 23 23 CD kim-ai-2021 363 21 , , , kim-ai-2021 363 22 2018 2018 CD kim-ai-2021 363 23 . . . kim-ai-2021 364 1 ? ? . kim-ai-2021 364 2 iiTb iitb UH kim-ai-2021 364 3 , , , kim-ai-2021 364 4 ffrrrX7Q`#2bX+QKfbBi2bf#2`M ffrrrx7q`#2bx+qkfbbi2bf#2`m IN kim-ai-2021 364 5 � � NNP kim-ai-2021 364 6 `/K `/K NNP kim-ai-2021 364 7 � � NNP kim-ai-2021 364 8 ` ` '' kim-ai-2021 364 9 ` ` '' kim-ai-2021 364 10 fkyR3fy8fkjf?Qr@ fkyR3fy8fkjf?Qr@ NNPS kim-ai-2021 364 11 � � NNP kim-ai-2021 364 12 B@ B@ NNS kim-ai-2021 364 13 � � , kim-ai-2021 364 14 M/@K m/@k JJ kim-ai-2021 364 15 � � NNP kim-ai-2021 364 16 +?BM2@H2 +?BM2@H2 NNP kim-ai-2021 364 17 � � NNP kim-ai-2021 364 18 `MBM;@ `mbm;@ NN kim-ai-2021 364 19 � � NNS kim-ai-2021 364 20 `2@i` `2@i` JJS kim-ai-2021 364 21 � � NNS kim-ai-2021 364 22 Mb7Q`KBM;@H Mb7Q`KBM;@H NNPS kim-ai-2021 364 23 � � JJ kim-ai-2021 364 24 r@7 r@7 XX kim-ai-2021 364 25 B`Kb@ B`Kb@ NNP kim-ai-2021 364 26 � � NNP kim-ai-2021 364 27 M/@i?2@H2; M/@i?2@H2; NNPS kim-ai-2021 364 28 � � NNP kim-ai-2021 364 29 H@b2+iQ`f H@b2+iQ`f NNP kim-ai-2021 364 30 . . . kim-ai-2021 365 1 Pariser Pariser NNP kim-ai-2021 365 2 , , , kim-ai-2021 365 3 Eli Eli NNP kim-ai-2021 365 4 . . . kim-ai-2021 366 1 2011 2011 CD kim-ai-2021 366 2 . . . kim-ai-2021 367 1 TheFilterBubble TheFilterBubble NNP kim-ai-2021 367 2 : : : kim-ai-2021 367 3 HowtheNewPersonalizedWebIsChangingWhatWeRead HowtheNewPersonalizedWebIsChangingWhatWeRead NNS kim-ai-2021 367 4 and and CC kim-ai-2021 367 5 How how WRB kim-ai-2021 367 6 We -PRON- PRP kim-ai-2021 367 7 Think think VBP kim-ai-2021 367 8 . . . kim-ai-2021 368 1 New New NNP kim-ai-2021 368 2 York York NNP kim-ai-2021 368 3 : : : kim-ai-2021 368 4 Penguin Penguin NNP kim-ai-2021 368 5 Press Press NNP kim-ai-2021 368 6 . . . kim-ai-2021 369 1 Price price NN kim-ai-2021 369 2 , , , kim-ai-2021 369 3 Gary Gary NNP kim-ai-2021 369 4 . . . kim-ai-2021 370 1 2019 2019 CD kim-ai-2021 370 2 . . . kim-ai-2021 371 1 “ " `` kim-ai-2021 371 2 The the DT kim-ai-2021 371 3 Library Library NNP kim-ai-2021 371 4 of of IN kim-ai-2021 371 5 Congress Congress NNP kim-ai-2021 371 6 Posts Posts NNPS kim-ai-2021 371 7 Solicitation Solicitation NNP kim-ai-2021 371 8 For for IN kim-ai-2021 371 9 a a DT kim-ai-2021 371 10 Machine Machine NNP kim-ai-2021 371 11 Learning Learning NNP kim-ai-2021 371 12 / / SYM kim-ai-2021 371 13 Deep Deep NNP kim-ai-2021 371 14 Learning Learning NNP kim-ai-2021 371 15 Pilot Pilot NNP kim-ai-2021 371 16 Program Program NNP kim-ai-2021 371 17 to to TO kim-ai-2021 371 18 ‘ ' `` kim-ai-2021 371 19 Maximize maximize VB kim-ai-2021 371 20 the the DT kim-ai-2021 371 21 Use Use NNP kim-ai-2021 371 22 of of IN kim-ai-2021 371 23 Its -PRON- PRP$ kim-ai-2021 371 24 Digital Digital NNP kim-ai-2021 371 25 Collection Collection NNP kim-ai-2021 371 26 . . . kim-ai-2021 371 27 ’ ' '' kim-ai-2021 371 28 ” " '' kim-ai-2021 371 29 LJ LJ NNP kim-ai-2021 371 30 InfoDOCKET InfoDOCKET NNP kim-ai-2021 371 31 . . . kim-ai-2021 372 1 June June NNP kim-ai-2021 372 2 13 13 CD kim-ai-2021 372 3 , , , kim-ai-2021 372 4 2019 2019 CD kim-ai-2021 372 5 . . . kim-ai-2021 373 1 ? ? . kim-ai-2021 373 2 iiTb iitb UH kim-ai-2021 373 3 , , , kim-ai-2021 373 4 ffrrrXBM7Q ffrrrXBM7Q '' kim-ai-2021 373 5 / / SYM kim-ai-2021 373 6 Q+F2iX+QKfkyRNfyefRjfHB#` Q+F2iX+QKfkyRNfyefRjfHB#` NNP kim-ai-2021 373 7 � � NNP kim-ai-2021 373 8 `v@Q7@+QM `v@q7@+qm CD kim-ai-2021 373 9 ; ; : kim-ai-2021 373 10 ` ` '' kim-ai-2021 373 11 2bb@TQbib@bQHB+Bi 2bb@tqbib@bqhb+bi CD kim-ai-2021 373 12 � � NNS kim-ai-2021 373 13 iBQM@7Q`@ ibqm@7q`@ NN kim-ai-2021 373 14 � � . kim-ai-2021 373 15 @K @k NN kim-ai-2021 373 16 � � , kim-ai-2021 373 17 +?BM2@H2 +?BM2@H2 NNP kim-ai-2021 373 18 � � NNP kim-ai-2021 373 19 `MBM;@/22T@H2 `MBM;@/22T@H2 NNP kim-ai-2021 373 20 � � NNP kim-ai-2021 373 21 `MBM;@TBHQ `MBM;@TBHQ . kim-ai-2021 373 22 i@T`Q;` i@t`q;` FW kim-ai-2021 373 23 � � JJ kim-ai-2021 373 24 K@iQ@K K@iQ@K NNP kim-ai-2021 373 25 � � JJ kim-ai-2021 373 26 tBKBx2@i?2@mb2@Q7@Bib@/B;Bi tBKBx2@i?2@mb2@Q7@Bib@/B;Bi NNP kim-ai-2021 373 27 � � NNP kim-ai-2021 373 28 H@+QHH2+iBQM@HB#` h@+qhh2+ibqm@hb#` NN kim-ai-2021 373 29 � � NNP kim-ai-2021 373 30 `v@ `v@ NN kim-ai-2021 373 31 Bb@HQQFBM;@7Q`@`f Bb@HQQFBM;@7Q`@`f NNS kim-ai-2021 373 32 . . . kim-ai-2021 373 33 Rincon Rincon NNP kim-ai-2021 373 34 , , , kim-ai-2021 373 35 Lilian Lilian NNP kim-ai-2021 373 36 . . . kim-ai-2021 374 1 2019 2019 CD kim-ai-2021 374 2 . . . kim-ai-2021 375 1 “ " `` kim-ai-2021 375 2 Interpreter Interpreter NNP kim-ai-2021 375 3 Mode Mode NNP kim-ai-2021 375 4 Brings bring VBZ kim-ai-2021 375 5 Real real JJ kim-ai-2021 375 6 - - HYPH kim-ai-2021 375 7 Time time NN kim-ai-2021 375 8 Translation translation NN kim-ai-2021 375 9 to to IN kim-ai-2021 375 10 Your -PRON- PRP$ kim-ai-2021 375 11 Phone phone NN kim-ai-2021 375 12 . . . kim-ai-2021 375 13 ” " '' kim-ai-2021 375 14 Google Google NNP kim-ai-2021 375 15 Blog Blog NNP kim-ai-2021 375 16 ( ( -LRB- kim-ai-2021 375 17 blog blog NN kim-ai-2021 375 18 ) ) -RRB- kim-ai-2021 375 19 . . . kim-ai-2021 376 1 December December NNP kim-ai-2021 376 2 12 12 CD kim-ai-2021 376 3 , , , kim-ai-2021 376 4 2019 2019 CD kim-ai-2021 376 5 . . . kim-ai-2021 377 1 ? ? . kim-ai-2021 377 2 iiTb iitb UH kim-ai-2021 377 3 , , , kim-ai-2021 377 4 ffrrrX#HQ;X;QQ;H2fT`Q ffrrrX#HQ;X;QQ;H2fT`Q NNP kim-ai-2021 377 5 / / SYM kim-ai-2021 377 6 m+ibf m+ibf NNP kim-ai-2021 377 7 � � NNP kim-ai-2021 377 8 bbBbi bbBbi NNP kim-ai-2021 377 9 � � NNP kim-ai-2021 377 10 https://www.technologyreview.com/2020/04/01/974997 https://www.technologyreview.com/2020/04/01/974997 : kim-ai-2021 377 11 https://www.technologyreview.com/2020/04/01/974997 https://www.technologyreview.com/2020/04/01/974997 : kim-ai-2021 377 12 https://www.icrc.org/en/document/what-are-jus-ad-bellum-and-jus-bello-0 https://www.icrc.org/en/document/what-are-jus-ad-bellum-and-jus-bello-0 NNP kim-ai-2021 377 13 https://www.icrc.org/en/document/what-are-jus-ad-bellum-and-jus-bello-0 https://www.icrc.org/en/document/what-are-jus-ad-bellum-and-jus-bello-0 NNP kim-ai-2021 377 14 https://www.technologyreview.com/2017/04/11/5113 https://www.technologyreview.com/2017/04/11/5113 NNP kim-ai-2021 377 15 https://www.technologyreview.com/2019/04/08/103223 https://www.technologyreview.com/2019/04/08/103223 ADD kim-ai-2021 377 16 https://www.technologyreview.com/2019/04/08/103223 https://www.technologyreview.com/2019/04/08/103223 . kim-ai-2021 377 17 https://www.wired.com/story/ai-biased-how-scientists-trying-fix/ https://www.wired.com/story/ai-biased-how-scientists-trying-fix/ NNP kim-ai-2021 377 18 https://www.wired.com/story/ai-biased-how-scientists-trying-fix/ https://www.wired.com/story/ai-biased-how-scientists-trying-fix/ NNP kim-ai-2021 377 19 https://www.scientificamerican.com/article/how-the-computer-beat-the-go-master/ https://www.scientificamerican.com/article/how-the-computer-beat-the-go-master/ NN kim-ai-2021 377 20 https://www.scientificamerican.com/article/how-the-computer-beat-the-go-master/ https://www.scientificamerican.com/article/how-the-computer-beat-the-go-master/ NN kim-ai-2021 377 21 https://www.nytimes.com/2018/02/09/technology/facial-recognition-race-artificial-intelligence.html https://www.nytimes.com/2018/02/09/technology/facial-recognition-race-artificial-intelligence.html NN kim-ai-2021 377 22 https://www.nytimes.com/2018/02/09/technology/facial-recognition-race-artificial-intelligence.html https://www.nytimes.com/2018/02/09/technology/facial-recognition-race-artificial-intelligence.html NN kim-ai-2021 377 23 https://www.sowetanlive.co.za/news/south-africa/2019-06-04-meet-libby-the-new-robot-library-assistant-at-the-university-of-pretorias-hatfield-campus/ https://www.sowetanlive.co.za/news/south-africa/2019-06-04-meet-libby-the-new-robot-library-assistant-at-the-university-of-pretorias-hatfield-campus/ NNP kim-ai-2021 377 24 https://www.sowetanlive.co.za/news/south-africa/2019-06-04-meet-libby-the-new-robot-library-assistant-at-the-university-of-pretorias-hatfield-campus/ https://www.sowetanlive.co.za/news/south-africa/2019-06-04-meet-libby-the-new-robot-library-assistant-at-the-university-of-pretorias-hatfield-campus/ NNP kim-ai-2021 377 25 https://www.sowetanlive.co.za/news/south-africa/2019-06-04-meet-libby-the-new-robot-library-assistant-at-the-university-of-pretorias-hatfield-campus/ https://www.sowetanlive.co.za/news/south-africa/2019-06-04-meet-libby-the-new-robot-library-assistant-at-the-university-of-pretorias-hatfield-campus/ . kim-ai-2021 377 26 https://www.forbes.com/sites/bernardmarr/2018/05/23/how-ai-and-machine-learning-are-transforming-law-firms-and-the-legal-sector/ https://www.forbes.com/sites/bernardmarr/2018/05/23/how-ai-and-machine-learning-are-transforming-law-firms-and-the-legal-sector/ ADD kim-ai-2021 377 27 https://www.forbes.com/sites/bernardmarr/2018/05/23/how-ai-and-machine-learning-are-transforming-law-firms-and-the-legal-sector/ https://www.forbes.com/sites/bernardmarr/2018/05/23/how-ai-and-machine-learning-are-transforming-law-firms-and-the-legal-sector/ ADD kim-ai-2021 377 28 https://www.forbes.com/sites/bernardmarr/2018/05/23/how-ai-and-machine-learning-are-transforming-law-firms-and-the-legal-sector/ https://www.forbes.com/sites/bernardmarr/2018/05/23/how-ai-and-machine-learning-are-transforming-law-firms-and-the-legal-sector/ NNP kim-ai-2021 377 29 https://www.infodocket.com/2019/06/13/library-of-congress-posts-solicitation-for-a-machine-learning-deep-learning-pilot-program-to-maximize-the-use-of-its-digital-collection-library-is-looking-for-r/ https://www.infodocket.com/2019/06/13/library-of-congress-posts-solicitation-for-a-machine-learning-deep-learning-pilot-program-to-maximize-the-use-of-its-digital-collection-library-is-looking-for-r/ NNP kim-ai-2021 377 30 https://www.infodocket.com/2019/06/13/library-of-congress-posts-solicitation-for-a-machine-learning-deep-learning-pilot-program-to-maximize-the-use-of-its-digital-collection-library-is-looking-for-r/ https://www.infodocket.com/2019/06/13/library-of-congress-posts-solicitation-for-a-machine-learning-deep-learning-pilot-program-to-maximize-the-use-of-its-digital-collection-library-is-looking-for-r/ JJ kim-ai-2021 377 31 https://www.infodocket.com/2019/06/13/library-of-congress-posts-solicitation-for-a-machine-learning-deep-learning-pilot-program-to-maximize-the-use-of-its-digital-collection-library-is-looking-for-r/ https://www.infodocket.com/2019/06/13/library-of-congress-posts-solicitation-for-a-machine-learning-deep-learning-pilot-program-to-maximize-the-use-of-its-digital-collection-library-is-looking-for-r/ JJ kim-ai-2021 377 32 https://www.infodocket.com/2019/06/13/library-of-congress-posts-solicitation-for-a-machine-learning-deep-learning-pilot-program-to-maximize-the-use-of-its-digital-collection-library-is-looking-for-r/ https://www.infodocket.com/2019/06/13/library-of-congress-posts-solicitation-for-a-machine-learning-deep-learning-pilot-program-to-maximize-the-use-of-its-digital-collection-library-is-looking-for-r/ NN kim-ai-2021 377 33 https://www.blog.google/products/assistant/interpreter-mode-brings-real-time-translation-your-phone/ https://www.blog.google/products/assistant/interpreter-mode-brings-real-time-translation-your-phone/ NNP kim-ai-2021 377 34 https://www.blog.google/products/assistant/interpreter-mode-brings-real-time-translation-your-phone/ https://www.blog.google/products/assistant/interpreter-mode-brings-real-time-translation-your-phone/ NNP kim-ai-2021 377 35 Kim Kim NNP kim-ai-2021 377 36 85 85 CD kim-ai-2021 377 37 MifBMi2`T`2i2`@KQ/2@#`BM;b@`2 MifBMi2`T`2i2`@KQ/2@#`BM;b@`2 NNP kim-ai-2021 377 38 � � NNP kim-ai-2021 377 39 H@iBK2@i` H@iBK2@i` NNP kim-ai-2021 377 40 � � NNP kim-ai-2021 377 41 MbH MbH NNP kim-ai-2021 377 42 � � NNP kim-ai-2021 377 43 iBQM@vQm`@T?QM2f ibqm@vqm`@t?qm2f NN kim-ai-2021 377 44 . . . kim-ai-2021 378 1 Sharkey Sharkey NNP kim-ai-2021 378 2 , , , kim-ai-2021 378 3 Noel Noel NNP kim-ai-2021 378 4 . . . kim-ai-2021 379 1 2012 2012 CD kim-ai-2021 379 2 . . . kim-ai-2021 380 1 “ " `` kim-ai-2021 380 2 Killing kill VBG kim-ai-2021 380 3 Made make VBN kim-ai-2021 380 4 Easy Easy NNP kim-ai-2021 380 5 : : : kim-ai-2021 380 6 From from IN kim-ai-2021 380 7 Joysticks Joysticks NNP kim-ai-2021 380 8 to to IN kim-ai-2021 380 9 Politics politic NNS kim-ai-2021 380 10 . . . kim-ai-2021 380 11 ” " '' kim-ai-2021 380 12 In in IN kim-ai-2021 380 13 Robot Robot NNP kim-ai-2021 380 14 Ethics Ethics NNP kim-ai-2021 380 15 : : : kim-ai-2021 380 16 The the DT kim-ai-2021 380 17 Ethical Ethical NNP kim-ai-2021 380 18 and and CC kim-ai-2021 380 19 Social Social NNP kim-ai-2021 380 20 Implications Implications NNPS kim-ai-2021 380 21 of of IN kim-ai-2021 380 22 Robotics Robotics NNPS kim-ai-2021 380 23 , , , kim-ai-2021 380 24 edited edit VBN kim-ai-2021 380 25 by by IN kim-ai-2021 380 26 Patrick Patrick NNP kim-ai-2021 380 27 Lin Lin NNP kim-ai-2021 380 28 , , , kim-ai-2021 380 29 Keith Keith NNP kim-ai-2021 380 30 Abney Abney NNP kim-ai-2021 380 31 , , , kim-ai-2021 380 32 and and CC kim-ai-2021 380 33 George George NNP kim-ai-2021 380 34 A. A. NNP kim-ai-2021 380 35 Bekey Bekey NNP kim-ai-2021 380 36 , , , kim-ai-2021 380 37 111–28 111–28 CD kim-ai-2021 380 38 . . . kim-ai-2021 381 1 Intelligent intelligent JJ kim-ai-2021 381 2 Robotics Robotics NNPS kim-ai-2021 381 3 and and CC kim-ai-2021 381 4 Autonomous Autonomous NNP kim-ai-2021 381 5 Agents Agents NNPS kim-ai-2021 381 6 . . . kim-ai-2021 382 1 Cambridge Cambridge NNP kim-ai-2021 382 2 , , , kim-ai-2021 382 3 Mass. Massachusetts NNP kim-ai-2021 383 1 : : : kim-ai-2021 383 2 MIT MIT NNP kim-ai-2021 383 3 Press Press NNP kim-ai-2021 383 4 . . . kim-ai-2021 384 1 Singer singer NN kim-ai-2021 384 2 , , , kim-ai-2021 384 3 Peter Peter NNP kim-ai-2021 384 4 . . . kim-ai-2021 385 1 2005 2005 CD kim-ai-2021 385 2 . . . kim-ai-2021 386 1 “ " `` kim-ai-2021 386 2 Ethics Ethics NNPS kim-ai-2021 386 3 and and CC kim-ai-2021 386 4 Intuitions Intuitions NNPS kim-ai-2021 386 5 . . . kim-ai-2021 386 6 ” " '' kim-ai-2021 386 7 The the DT kim-ai-2021 386 8 Journal Journal NNP kim-ai-2021 386 9 of of IN kim-ai-2021 386 10 Ethics Ethics NNP kim-ai-2021 386 11 9 9 CD kim-ai-2021 386 12 ( ( -LRB- kim-ai-2021 386 13 3/4 3/4 CD kim-ai-2021 386 14 ) ) -RRB- kim-ai-2021 386 15 : : : kim-ai-2021 386 16 331–52 331–52 CD kim-ai-2021 386 17 . . . kim-ai-2021 387 1 Sinnott Sinnott NNP kim-ai-2021 387 2 - - HYPH kim-ai-2021 387 3 Armstrong Armstrong NNP kim-ai-2021 387 4 , , , kim-ai-2021 387 5 Walter Walter NNP kim-ai-2021 387 6 . . . kim-ai-2021 388 1 2019 2019 CD kim-ai-2021 388 2 . . . kim-ai-2021 389 1 “ " `` kim-ai-2021 389 2 Consequentialism consequentialism NN kim-ai-2021 389 3 . . . kim-ai-2021 389 4 ” " '' kim-ai-2021 389 5 In in IN kim-ai-2021 389 6 The the DT kim-ai-2021 389 7 Stanford Stanford NNP kim-ai-2021 389 8 Encyclopedia Encyclopedia NNP kim-ai-2021 389 9 of of IN kim-ai-2021 389 10 Phi- Phi- NNP kim-ai-2021 389 11 losophy losophy NN kim-ai-2021 389 12 , , , kim-ai-2021 389 13 edited edit VBN kim-ai-2021 389 14 by by IN kim-ai-2021 389 15 Edward Edward NNP kim-ai-2021 389 16 N. N. NNP kim-ai-2021 389 17 Zalta Zalta NNP kim-ai-2021 389 18 , , , kim-ai-2021 389 19 Summer Summer NNP kim-ai-2021 389 20 2019 2019 CD kim-ai-2021 389 21 . . . kim-ai-2021 390 1 Metaphysics Metaphysics NNP kim-ai-2021 390 2 Research Research NNP kim-ai-2021 390 3 Lab Lab NNP kim-ai-2021 390 4 , , , kim-ai-2021 390 5 Stanford Stanford NNP kim-ai-2021 390 6 University University NNP kim-ai-2021 390 7 . . . kim-ai-2021 391 1 ? ? . kim-ai-2021 391 2 iiTb iitb UH kim-ai-2021 391 3 , , , kim-ai-2021 391 4 ffTH ffTH NNP kim-ai-2021 391 5 � � NNP kim-ai-2021 391 6 iQXbi iQXbi NNS kim-ai-2021 391 7 � � NNP kim-ai-2021 391 8 M7Q`/X2 m7q`/x2 NN kim-ai-2021 391 9 / / SYM kim-ai-2021 391 10 mf mf IN kim-ai-2021 391 11 � � NNP kim-ai-2021 391 12 `+?Bp2bfbmKkyRNf2Mi`B2bf+QMb `+?Bp2bfbmKkyRNf2Mi`B2bf+QMb NNP kim-ai-2021 391 13 2[m2MiB 2[m2mib CD kim-ai-2021 391 14 � � VBZ kim-ai-2021 391 15 HBbKf hbbkf PRP kim-ai-2021 391 16 . . . kim-ai-2021 392 1 Stanley Stanley NNP kim-ai-2021 392 2 , , , kim-ai-2021 392 3 Jay Jay NNP kim-ai-2021 392 4 . . . kim-ai-2021 393 1 2017 2017 CD kim-ai-2021 393 2 . . . kim-ai-2021 394 1 “ " `` kim-ai-2021 394 2 Pitfalls pitfall NNS kim-ai-2021 394 3 of of IN kim-ai-2021 394 4 Artificial Artificial NNP kim-ai-2021 394 5 Intelligence Intelligence NNP kim-ai-2021 394 6 Decisionmaking Decisionmaking NNP kim-ai-2021 394 7 Highlighted highlight VBN kim-ai-2021 394 8 In in IN kim-ai-2021 394 9 Idaho Idaho NNP kim-ai-2021 394 10 ACLU ACLU NNP kim-ai-2021 394 11 Case Case NNP kim-ai-2021 394 12 . . . kim-ai-2021 394 13 ” " '' kim-ai-2021 394 14 American American NNP kim-ai-2021 394 15 Civil Civil NNP kim-ai-2021 394 16 Liberties Liberties NNPS kim-ai-2021 394 17 Union Union NNP kim-ai-2021 394 18 ( ( -LRB- kim-ai-2021 394 19 blog blog NN kim-ai-2021 394 20 ) ) -RRB- kim-ai-2021 394 21 . . . kim-ai-2021 395 1 June June NNP kim-ai-2021 395 2 2 2 CD kim-ai-2021 395 3 , , , kim-ai-2021 395 4 2017 2017 CD kim-ai-2021 395 5 . . . kim-ai-2021 396 1 ? ? . kim-ai-2021 396 2 iiTb iitb UH kim-ai-2021 396 3 , , , kim-ai-2021 396 4 ffrrrX ffrrrX NNP kim-ai-2021 396 5 � � NNP kim-ai-2021 396 6 +HmXQ`;f +hmxq`;f NN kim-ai-2021 396 7 # # NN kim-ai-2021 396 8 HQ;fT`Bp hq;ft`bp CD kim-ai-2021 396 9 � � NNS kim-ai-2021 396 10 +v@i2+?MQHQ;vfTBi7 +v@i2+?MQHQ;vfTBi7 VBZ kim-ai-2021 396 11 � � JJ kim-ai-2021 396 12 HHb@ HHb@ NNS kim-ai-2021 396 13 � � . kim-ai-2021 396 14 `iB7B+B `iB7B+B NNP kim-ai-2021 396 15 � � NNP kim-ai-2021 396 16 H@BMi2HHB;2M+2@/2+BbBQM H@BMi2HHB;2M+2@/2+BbBQM NNP kim-ai-2021 396 17 K K NNP kim-ai-2021 396 18 � � NNP kim-ai-2021 396 19 FBM;@?B;?HB;?i2/@B/ FBM;@?B;?HB;?i2/@B/ NNP kim-ai-2021 396 20 � � NNP kim-ai-2021 396 21 ?Q@ ?Q@ . kim-ai-2021 396 22 � � NNS kim-ai-2021 396 23 +Hm@+ +Hm@+ NNS kim-ai-2021 396 24 � � NNP kim-ai-2021 396 25 b2 b2 NN kim-ai-2021 396 26 . . . kim-ai-2021 397 1 Talley Talley NNP kim-ai-2021 397 2 , , , kim-ai-2021 397 3 Nancy Nancy NNP kim-ai-2021 397 4 B. B. NNP kim-ai-2021 398 1 2016 2016 CD kim-ai-2021 398 2 . . . kim-ai-2021 399 1 “ " `` kim-ai-2021 399 2 Imagining imagine VBG kim-ai-2021 399 3 the the DT kim-ai-2021 399 4 Use Use NNP kim-ai-2021 399 5 of of IN kim-ai-2021 399 6 Intelligent Intelligent NNP kim-ai-2021 399 7 Agents Agents NNPS kim-ai-2021 399 8 and and CC kim-ai-2021 399 9 Artificial Artificial NNP kim-ai-2021 399 10 Intelligence Intelligence NNP kim-ai-2021 399 11 in in IN kim-ai-2021 399 12 Academic Academic NNP kim-ai-2021 399 13 Law Law NNP kim-ai-2021 399 14 Libraries Libraries NNPS kim-ai-2021 399 15 . . . kim-ai-2021 399 16 ” " '' kim-ai-2021 399 17 Law Law NNP kim-ai-2021 399 18 Library Library NNP kim-ai-2021 399 19 Journal Journal NNP kim-ai-2021 399 20 108 108 CD kim-ai-2021 399 21 ( ( -LRB- kim-ai-2021 399 22 3 3 CD kim-ai-2021 399 23 ) ) -RRB- kim-ai-2021 399 24 : : : kim-ai-2021 399 25 383–402 383–402 CD kim-ai-2021 399 26 . . . kim-ai-2021 400 1 Tashea Tashea NNP kim-ai-2021 400 2 , , , kim-ai-2021 400 3 Jason Jason NNP kim-ai-2021 400 4 . . . kim-ai-2021 401 1 2017 2017 CD kim-ai-2021 401 2 . . . kim-ai-2021 402 1 “ " `` kim-ai-2021 402 2 Courts court NNS kim-ai-2021 402 3 Are be VBP kim-ai-2021 402 4 Using use VBG kim-ai-2021 402 5 AI ai NN kim-ai-2021 402 6 to to IN kim-ai-2021 402 7 Sentence Sentence NNP kim-ai-2021 402 8 Criminals Criminals NNPS kim-ai-2021 402 9 . . . kim-ai-2021 403 1 That that DT kim-ai-2021 403 2 Must Must MD kim-ai-2021 403 3 Stop stop VB kim-ai-2021 403 4 Now now RB kim-ai-2021 403 5 . . . kim-ai-2021 403 6 ” " '' kim-ai-2021 403 7 Wired wire VBN kim-ai-2021 403 8 , , , kim-ai-2021 403 9 April April NNP kim-ai-2021 403 10 17 17 CD kim-ai-2021 403 11 , , , kim-ai-2021 403 12 2017 2017 CD kim-ai-2021 403 13 . . . kim-ai-2021 404 1 ? ? . kim-ai-2021 404 2 iiTb iitb UH kim-ai-2021 404 3 , , , kim-ai-2021 404 4 ffrrrXrB`2 ffrrrXrB`2 NNP kim-ai-2021 404 5 / / SYM kim-ai-2021 404 6 X+QKfkyRdfy9f+Qm`ib@mbBM;@ X+QKfkyRdfy9f+Qm`ib@mbBM;@ NNP kim-ai-2021 404 7 � � NNP kim-ai-2021 404 8 B@b2 B@b2 NNP kim-ai-2021 404 9 Mi2M+2@+`BKBM Mi2M+2@+`BKBM NNP kim-ai-2021 404 10 � � NNP kim-ai-2021 404 11 Hb@Kmbi@biQT@MQrf hb@kmbi@biqt@mqrf RB kim-ai-2021 404 12 . . . kim-ai-2021 405 1 Tegmark Tegmark NNP kim-ai-2021 405 2 , , , kim-ai-2021 405 3 Max Max NNP kim-ai-2021 405 4 . . . kim-ai-2021 406 1 2017 2017 CD kim-ai-2021 406 2 . . . kim-ai-2021 407 1 Life life NN kim-ai-2021 407 2 3.0 3.0 CD kim-ai-2021 407 3 : : : kim-ai-2021 407 4 Being be VBG kim-ai-2021 407 5 Human human NN kim-ai-2021 407 6 in in IN kim-ai-2021 407 7 the the DT kim-ai-2021 407 8 Age Age NNP kim-ai-2021 407 9 of of IN kim-ai-2021 407 10 Artificial Artificial NNP kim-ai-2021 407 11 Intelligence Intelligence NNP kim-ai-2021 407 12 . . . kim-ai-2021 408 1 New New NNP kim-ai-2021 408 2 York York NNP kim-ai-2021 408 3 : : : kim-ai-2021 408 4 Alfred Alfred NNP kim-ai-2021 408 5 Knopf Knopf NNP kim-ai-2021 408 6 . . . kim-ai-2021 409 1 Thomson Thomson NNP kim-ai-2021 409 2 , , , kim-ai-2021 409 3 Judith Judith NNP kim-ai-2021 409 4 Jarvis Jarvis NNP kim-ai-2021 409 5 . . . kim-ai-2021 410 1 1976 1976 CD kim-ai-2021 410 2 . . . kim-ai-2021 411 1 “ " `` kim-ai-2021 411 2 Killing kill VBG kim-ai-2021 411 3 , , , kim-ai-2021 411 4 Letting Letting NNP kim-ai-2021 411 5 Die Die NNP kim-ai-2021 411 6 , , , kim-ai-2021 411 7 and and CC kim-ai-2021 411 8 the the DT kim-ai-2021 411 9 Trolley Trolley NNP kim-ai-2021 411 10 Problem Problem NNP kim-ai-2021 411 11 . . . kim-ai-2021 411 12 ” " '' kim-ai-2021 411 13 The the DT kim-ai-2021 411 14 Monist Monist NNP kim-ai-2021 411 15 59 59 CD kim-ai-2021 411 16 ( ( -LRB- kim-ai-2021 411 17 2 2 CD kim-ai-2021 411 18 ) ) -RRB- kim-ai-2021 411 19 : : : kim-ai-2021 411 20 204–17 204–17 CD kim-ai-2021 411 21 . . . kim-ai-2021 412 1 Turek Turek NNP kim-ai-2021 412 2 , , , kim-ai-2021 412 3 Matt Matt NNP kim-ai-2021 412 4 . . . kim-ai-2021 413 1 n.d n.d NNP kim-ai-2021 413 2 . . . kim-ai-2021 413 3 “ " `` kim-ai-2021 413 4 Explainable Explainable NNP kim-ai-2021 413 5 Artificial Artificial NNP kim-ai-2021 413 6 Intelligence Intelligence NNP kim-ai-2021 413 7 . . . kim-ai-2021 413 8 ” " '' kim-ai-2021 413 9 Defense Defense NNP kim-ai-2021 413 10 Advanced Advanced NNP kim-ai-2021 413 11 Research Research NNP kim-ai-2021 413 12 Projects Projects NNPS kim-ai-2021 413 13 Agency Agency NNP kim-ai-2021 413 14 . . . kim-ai-2021 414 1 ? ? . kim-ai-2021 414 2 iiTb iitb UH kim-ai-2021 414 3 , , , kim-ai-2021 414 4 ffrrrX/ ffrrrX/ NNP kim-ai-2021 414 5 � � NNP kim-ai-2021 414 6 `T `t CD kim-ai-2021 414 7 � � JJ kim-ai-2021 414 8 XKBHfT`Q;` xkbhft`q;` NN kim-ai-2021 414 9 � � NN kim-ai-2021 414 10 Kf2tTH Kf2tTH , kim-ai-2021 414 11 � � , kim-ai-2021 414 12 BM bm NN kim-ai-2021 414 13 � � NN kim-ai-2021 414 14 #H2@ #H2@ NNP kim-ai-2021 414 15 � � . kim-ai-2021 414 16 `iB7B+B `ib7b+b JJ kim-ai-2021 414 17 � � JJ kim-ai-2021 414 18 H@BMi2H H@BMi2H NNP kim-ai-2021 414 19 HB;2M+2 hb;2m+2 NN kim-ai-2021 414 20 . . . kim-ai-2021 415 1 Vallor Vallor NNP kim-ai-2021 415 2 , , , kim-ai-2021 415 3 Shannon Shannon NNP kim-ai-2021 415 4 . . . kim-ai-2021 416 1 2015 2015 CD kim-ai-2021 416 2 . . . kim-ai-2021 417 1 “ " `` kim-ai-2021 417 2 Moral Moral NNP kim-ai-2021 417 3 Deskilling Deskilling NNP kim-ai-2021 417 4 and and CC kim-ai-2021 417 5 Upskilling upskille VBG kim-ai-2021 417 6 in in IN kim-ai-2021 417 7 a a DT kim-ai-2021 417 8 New New NNP kim-ai-2021 417 9 Machine Machine NNP kim-ai-2021 417 10 Age Age NNP kim-ai-2021 417 11 : : : kim-ai-2021 417 12 Reflections reflection NNS kim-ai-2021 417 13 on on IN kim-ai-2021 417 14 the the DT kim-ai-2021 417 15 Ambiguous ambiguous JJ kim-ai-2021 417 16 Future Future NNP kim-ai-2021 417 17 of of IN kim-ai-2021 417 18 Character Character NNP kim-ai-2021 417 19 . . . kim-ai-2021 417 20 ” " '' kim-ai-2021 417 21 Philosophy Philosophy NNP kim-ai-2021 417 22 & & CC kim-ai-2021 417 23 Technology Technology NNP kim-ai-2021 417 24 28 28 CD kim-ai-2021 417 25 ( ( -LRB- kim-ai-2021 417 26 1 1 CD kim-ai-2021 417 27 ) ) -RRB- kim-ai-2021 417 28 : : : kim-ai-2021 417 29 107–24 107–24 CD kim-ai-2021 417 30 . . . kim-ai-2021 418 1 ? ? . kim-ai-2021 418 2 iiTb iitb UH kim-ai-2021 418 3 , , , kim-ai-2021 418 4 ff ff FW kim-ai-2021 418 5 / / SYM kim-ai-2021 418 6 QBXQ`;fRyXRyydfbRjj9d@yR9@yR8e@N. QBXQ`;fRyXRyydfbRjj9d@yR9@yR8e@N. NNP kim-ai-2021 418 7 Wallach Wallach NNP kim-ai-2021 418 8 , , , kim-ai-2021 418 9 Wendell Wendell NNP kim-ai-2021 418 10 . . . kim-ai-2021 419 1 2009 2009 CD kim-ai-2021 419 2 . . . kim-ai-2021 420 1 Moral moral JJ kim-ai-2021 420 2 Machines Machines NNPS kim-ai-2021 420 3 : : : kim-ai-2021 420 4 Teaching teaching NN kim-ai-2021 420 5 Robots robot NNS kim-ai-2021 420 6 Right right RB kim-ai-2021 420 7 from from IN kim-ai-2021 420 8 Wrong wrong NN kim-ai-2021 420 9 . . . kim-ai-2021 421 1 Oxford oxford NN kim-ai-2021 421 2 : : : kim-ai-2021 421 3 Oxford Oxford NNP kim-ai-2021 421 4 University University NNP kim-ai-2021 421 5 Press Press NNP kim-ai-2021 421 6 . . . kim-ai-2021 422 1 Welch Welch NNP kim-ai-2021 422 2 , , , kim-ai-2021 422 3 Chris Chris NNP kim-ai-2021 422 4 . . . kim-ai-2021 423 1 2018 2018 CD kim-ai-2021 423 2 . . . kim-ai-2021 424 1 “ " `` kim-ai-2021 424 2 Google Google NNP kim-ai-2021 424 3 Just just RB kim-ai-2021 424 4 Gave give VBD kim-ai-2021 424 5 a a DT kim-ai-2021 424 6 Stunning Stunning NNP kim-ai-2021 424 7 Demo Demo NNP kim-ai-2021 424 8 of of IN kim-ai-2021 424 9 Assistant Assistant NNP kim-ai-2021 424 10 Making make VBG kim-ai-2021 424 11 an an DT kim-ai-2021 424 12 Actual actual JJ kim-ai-2021 424 13 Phone Phone NNP kim-ai-2021 424 14 Call call NN kim-ai-2021 424 15 . . . kim-ai-2021 424 16 ” " '' kim-ai-2021 424 17 The the DT kim-ai-2021 424 18 Verge Verge NNP kim-ai-2021 424 19 . . . kim-ai-2021 425 1 May May NNP kim-ai-2021 425 2 8 8 CD kim-ai-2021 425 3 , , , kim-ai-2021 425 4 2018 2018 CD kim-ai-2021 425 5 . . . kim-ai-2021 426 1 ? ? . kim-ai-2021 426 2 iiTb iitb UH kim-ai-2021 426 3 , , , kim-ai-2021 426 4 ffrrrXi?2p2`;2X+QKfkyR3f8f3fRdjjkydy ffrrrXi?2p2`;2X+QKfkyR3f8f3fRdjjkydy NFP kim-ai-2021 426 5 f;QQ;H2@ f;qq;h2@ ADD kim-ai-2021 426 6 � � NNP kim-ai-2021 426 7 bbBbi bbBbi NNP kim-ai-2021 426 8 � � NNP kim-ai-2021 426 9 Mi@K mi@k NN kim-ai-2021 426 10 � � NNP kim-ai-2021 426 11 F2b@T?QM2@+ F2b@T?QM2@+ NNP kim-ai-2021 426 12 � � NNP kim-ai-2021 426 13 HH@/2KQ@/mTH2t@BQ@kyR3 HH@/2KQ@/mTH2t@BQ@kyR3 NNP kim-ai-2021 426 14 . . . kim-ai-2021 427 1 https://www.blog.google/products/assistant/interpreter-mode-brings-real-time-translation-your-phone/ https://www.blog.google/products/assistant/interpreter-mode-brings-real-time-translation-your-phone/ NNP kim-ai-2021 427 2 https://www.blog.google/products/assistant/interpreter-mode-brings-real-time-translation-your-phone/ https://www.blog.google/products/assistant/interpreter-mode-brings-real-time-translation-your-phone/ NNP kim-ai-2021 427 3 https://plato.stanford.edu/archives/sum2019/entries/consequentialism/ https://plato.stanford.edu/archives/sum2019/entries/consequentialism/ JJ kim-ai-2021 427 4 https://plato.stanford.edu/archives/sum2019/entries/consequentialism/ https://plato.stanford.edu/archives/sum2019/entries/consequentialism/ NNS kim-ai-2021 427 5 https://www.aclu.org/blog/privacy-technology/pitfalls-artificial-intelligence-decisionmaking-highlighted-idaho-aclu-case https://www.aclu.org/blog/privacy-technology/pitfalls-artificial-intelligence-decisionmaking-highlighted-idaho-aclu-case NNS kim-ai-2021 427 6 https://www.aclu.org/blog/privacy-technology/pitfalls-artificial-intelligence-decisionmaking-highlighted-idaho-aclu-case https://www.aclu.org/blog/privacy-technology/pitfalls-artificial-intelligence-decisionmaking-highlighted-idaho-aclu-case NNS kim-ai-2021 427 7 https://www.aclu.org/blog/privacy-technology/pitfalls-artificial-intelligence-decisionmaking-highlighted-idaho-aclu-case https://www.aclu.org/blog/privacy-technology/pitfalls-artificial-intelligence-decisionmaking-highlighted-idaho-aclu-case NNP kim-ai-2021 427 8 https://www.wired.com/2017/04/courts-using-ai-sentence-criminals-must-stop-now/ https://www.wired.com/2017/04/courts-using-ai-sentence-criminals-must-stop-now/ CD kim-ai-2021 427 9 https://www.wired.com/2017/04/courts-using-ai-sentence-criminals-must-stop-now/ https://www.wired.com/2017/04/courts-using-ai-sentence-criminals-must-stop-now/ CD kim-ai-2021 427 10 https://www.darpa.mil/program/explainable-artificial-intelligence https://www.darpa.mil/program/explainable-artificial-intelligence NN kim-ai-2021 427 11 https://www.darpa.mil/program/explainable-artificial-intelligence https://www.darpa.mil/program/explainable-artificial-intelligence NN kim-ai-2021 427 12 https://doi.org/10.1007/s13347-014-0156-9 https://doi.org/10.1007/s13347-014-0156-9 CD kim-ai-2021 427 13 https://doi.org/10.1007/s13347-014-0156-9 https://doi.org/10.1007/s13347-014-0156-9 CD kim-ai-2021 427 14 https://www.theverge.com/2018/5/8/17332070/google-assistant-makes-phone-call-demo-duplex-io-2018 https://www.theverge.com/2018/5/8/17332070/google-assistant-makes-phone-call-demo-duplex-io-2018 NNP kim-ai-2021 427 15 https://www.theverge.com/2018/5/8/17332070/google-assistant-makes-phone-call-demo-duplex-io-2018 https://www.theverge.com/2018/5/8/17332070/google-assistant-makes-phone-call-demo-duplex-io-2018 NNP