Isiqulatho[Fihla][Bonisa]
- 1. I-Superintelligence: Iindlela, iiNgozi, amaqhinga ka-Nick Bostrom
- 2. Intelligence Artificial: Indlela yanamhlanje kaPeter Norvig noStuart Russell
- 3. I-T-Minus AI: Ukubalwa koBuntu ukuya kubuNgcali boBuchule kunye nokuPhuculwa okutsha kwaMandla eHlabathi nguMichael Kanaan
- 4. I-Master Algorithm nguPedro Domingos
- 5. Izandla kumatshini wokufunda ngeScikit-Funda, iKeras, kunye neTensorFlow nguAurélien Géron
- 6. Ukufuna ubukrelekrele bokwenziwa nguNils J. Nilsson
- 7. Godel, Escher, Bach nguDouglas Hofstadter
- 8. Ukufunda Okunzulu ngu-Ian Goodfellow
- 9. Ingozi yokuGqibela: Ibali likaWatson, iKhompyutha eya kuguqula ihlabathi lethu nguStephen Baker.
- 10. Umtshini we-Emotion: UkuCinga okuCwangcisiweyo, uBuchule boBuchule, kunye nekamva leNgqondo yoMntu nguMarvin Minsky.
- 11. UBomi 3.0: Ukuba nguMntu kwiXesha lobuNgcali bokuNgenziwa nguMax Tegmark
- 12. Izixhobo zokutshatyalaliswa kwezibalo nguCathy O'Neil
- 13. Ukuba Emva koko: Indlela iSimulmatics Corporation elenza ngayo iKamva ngoJill Lepore
- 14. I-Annotated Turing nguCharles Petzold
- 15. Ingxaki yoLungelelaniso: Ukufunda ngoMatshini kunye neMimiselo yoLuntu nguBrian Christian
- 16. Intetho kunye nokuCwangciswa koLwimi nguDaniel Jurafsky noJames Martin
- 17. Ngaba i-Androids iphupha ngeegusha zoMbane? nguPhilip K. Dick
- 18. IXesha leDayimane nguNeal Stephenson
- 19. I-Avogadro Corp: Ubunye busondele ngakumbi kunokuba bubonakala nguWilliam Hertling.
- 20. Mna, Irobhothi nguIsaac Asimov
- isiphelo
Kuya kuba lula ukwenza ukuba oomatshini basebenze ngobukrelekrele.
Umzekelo, i-algorithms yemidiya yoluntu ibonakala ikwazi ngaphezu kwabahlobo bakho kunye nosapho. Oomatshini ngoku bathatha indawo yabasebenzi abanezakhono eziphantsi.
Ukongeza, kuya kuba nzima ukuxelela isicatshulwa esenziwe ngekhompyuter kumntu. I-AI ikhawuleza ibe kwindawo yonke.
Eli nqaku liphonononga iincwadi ezingamashumi amabini ezintle malunga nobukrelekrele bokwenziwa onokuzifunda.
Le misebenzi isuka kwiinoveli eziye zabumba ukuqonda koluntu lwe-AI kwizikhokelo ezibanzi zokuqonda iingcamango zentsika zentsimi.
Ezinye zezi ncwadi ziyimbali. Ezi ncwadi zityhila indlela iinjineli zamandulo kunye nezazinzulu zekhompyuter ezazakha ngayo iinkqubo zobuvulindlela.
Ezinye iincwadi malunga nobukrelekrele bokwenziwa kolu luhlu ziphonononga intanda-bulumko kunye nokuziphatha kobuchwephesha.
Funda ukuze ufumane ezona ncwadi zibalaseleyo ziya kwanelisa umdla wakho malunga ne-AI.
1. I-Superintelligence: Iindlela, iiNgozi, amaqhinga ka-Nick Bostrom
UNick Bostrom yintanda-bulumko eyazalelwa eSweden eyaziwa ngomsebenzi wayo kumngcipheko wobukrelekrele. Ngoku unguNjingalwazi kwiYunivesithi yaseOxford njengomlawuli weFuture of Humanity Institute.
Incwadi yakhe ethi Superintelligence ilinge lamabhongo lokubonisa ubume be-AI. Ijongana nezihloko ezifana nezihlabo, ukuhlangana kwezixhobo, ubukrelekrele obuhlangeneyo, kunye nolwaphulo-mthetho lwengqondo.
I-Bostrom iqwalasela ukuba ngaba kunokwenzeka ukuyila i-AI engasoze iphume kulawulo lwethu.
Ukuba ufuna ukwazi ngakumbi malunga nemiba evezwa yi-AI kwikamva lethu, le ncwadi ngokuqinisekileyo yindawo elungileyo yokuqala.
Iyafumaneka kwiAudio kwiBlinkist →
2. Intelligence Artificial: Indlela yanamhlanje kaPeter Norvig noStuart Russell
Le ncwadi yesikhokelo yintshayelelo ebanzi kwicala lethiyori kunye nelokusebenza lobukrelekrele bokwenziwa. Idla ngokusetyenziswa njengencwadi eyiqabane lezifundo zesidanga sokuqala okanye izifundo zesidanga.
Igubungela uluhlu olubanzi lwezihloko, kubandakanywa ukufunda ngomatshini, ukufunda nzulu, iirobhothi, ukusetyenzwa kolwimi lwendalo, kunye nenkqubo enokwenzeka.
Mkhulu kakhulu ngokomda, ulingana imixholo emininzi kumaphepha angaphezu kwe-1100.
Ukuba ucinga ngokujonga ikhosi ehamba kakuhle nale ncwadi, ungajonga Ikhosi ye-CS188 ye-UC Berkeley.
3. I-T-Minus AI: Ukubalwa koBuntu ukuya kubuNgcali boBuchule kunye nokuPhuculwa okutsha kwaMandla eHlabathi nguMichael Kanaan
I-T-Minus AI iphonononga ihlabathi le-AI ngombono ojoliswe kumntu. I-Kanaan ijonga kwiimpembelelo zehlabathi ze-AI ngokusebenzisa imiba yangoku yenkcubeko neyesizwe.
Ukhankanya i-China esebenzisa i-AI ukuzalisekisa impembelelo yayo enegunya. Ujonga indlela iRussia eqala ngayo ukuxhobisa i-AI ngomkhosi wayo.
Umbhali uMichael Kanaan wabelana ngombono wakhe njengengcali eyaziwayo kunye nesitulo soMkhosi woMoya wase-US kwi-Artificial Intelligence.
I-T-Minus AI yinto ekufuneka uyifunde ukufowunela iingalo ezikufundisa ngamandla e-geopolitical AI enawo.
4. I-Master Algorithm nguPedro Domingos
Ukufunda ngoomatshini kulitshintsha ihlabathi, kodwa imiba yalo yobuchwephesha ihlala isisithelisa iingqiqo zobuchule emva kwezibalo. I-Master Algorithm luhambo olonwabisayo, olufundeka lula ngeengcinga ezisemva kokufunda koomatshini.
UPedro Domingos ungunjingalwazi wenzululwazi yekhompyuter kwiYunivesithi yaseWashington kwaye uphumelele iMbasa ye-SIGKDD Innovation Award, elinye lamabhaso aphezulu kwisayensi yedatha.
Uboleka ubuchwephesha bakhe ekudaleni isikhokelo esinolwazi kwiitekhnoloji ezenza amandla amakhulu etekhnoloji afana neGoogle kunye neAmazon.
I-eponymous Master Algorithm ibhekisa kumfundi wexesha elizayo wehlabathi jikelele, uDomingos aqikelela ukuba uya kulutshintsha uluntu lwethu.
5. Izandla kumatshini wokufunda ngeScikit-Funda, iKeras, kunye neTensorFlow nguAurélien Géron
Ukuba ukhetha isikhokelo esisebenzayo ngakumbi kwi-Artificial Intelligence, le ncwadi yeyakho. Umbhali uGeron uya kukunceda ufumane ukuqonda kakuhle ngokwakha iinkqubo ezikrelekrele.
IPython okwangoku lolona lwimi ludumileyo lwenkqubo yokufunda umatshini kunye nesayensi yedatha.
Izandla kuMatshini wokufunda kunika imiyalelo malunga nendlela yokusebenzisa iPython kunye nePython frameworks ezifana Scikit-Funda kwaye TensorFlow ukukunceda ukuba wakhe kwaye uqeqeshe eyakho iminatha ye-neural.
Le ncwadi yeyabantu abanemvelaphi yobugcisa abafuna ukuntywila kwimfundo enzulu.
Le ncwadi ithatha ukuba unamava enkqubo yePython kwaye uqhelene namathala eencwadi anjengePandas kunye neNumPy.
Nangona kunjalo, ithatha ukuba awazi nto malunga nokufunda koomatshini. Kukho uqheliselo onokuthi ulwenze kwisahluko ngasinye ukukunceda ukuba uqhelisele oko ukufundayo.
6. Ukufuna ubukrelekrele bokwenziwa nguNils J. Nilsson
UNils Nilsson ubonelela ngembali eqinisekileyo ye-AI kunye nendlela icandelo le-AI eliye lavela ngayo ukusombulula iingxaki zoluntu.
Iqala ngokuchaza iminqweno yangaphambili yeengcinga ezingoovulindlela ukusuka kwinkulungwane ye-18 kwaye iphele ngokukrobisa kwindlela iinjineli ze-AI zanamhlanje ezisebenza ngayo ngoku.
Igcwele imizekeliso enokukunceda uqonde ukuba zisebenza njani iinkqubo ze-AI. Ukuba ujonge ireferensi yembali okanye ubalo-maxesha lokuvela koBukrelekrele boBukrelekrele, le ncwadi sisikhokelo esigqibeleleyo.
UNilsson ukufanelekele ngokukodwa ukuba ngumbhali-mbali kulo msebenzi, ekubeni “engutata osisiseko” umphandi we-AI ukusukela ngeminyaka yoo-1960.
7. Godel, Escher, Bach nguDouglas Hofstadter
UHofstadter uphonononga ukujijwa kwengqondo kweempawu ezivelayo ngokusebenzisa ilensi yemathematika, umculo, kunye nobugcisa.
Ngokusebenzisa i-optical illusions kunye ne-self-referential mathematics, i-GEB izama ukusondela ekungaqhelekanga kwengqondo kunye nendlela into engaqondakaliyo enokuthi ichazwe ngayo kwithiyori.
Le ncwadi icetyiswa kwabo bakwizibalo kunye nethiyori yomculo.
Iiphazili ezintsonkothileyo ezithiwe thaca kule ncwadi zinokuthatha ixesha ukuqondwa kodwa zijongeka kakuhle ekuxoxeni ngezihloko ezahlukeneyo ezinje ngokwazi, ukuntsokotha, kunye nobukrelekrele.
8. Ukufunda Okunzulu ngu-Ian Goodfellow
Le ncwadi yesicatshulwa ngu-Ian Goodfellow iya kukunika imvelaphi ebalaseleyo yezibalo kunye nengqiqo yezihloko ezifanelekileyo ukufunda okunzulu. Ijongana nealgebra yomgca, ithiyori yolwazi, kunye yokufunda umatshini iikhonsepthi.
Kamva kwincwadi, uGoodfellow uchaza ezahlukeneyo ukufunda okunzulu iindlela ezisetyenziswa kushishino, kubandakanywa uthungelwano convolutional, uthungelwano nzulu phambili, kunye nolandelelwano imodeli.
Ngenxa yenani lemixholo equkunjelwa yile ncwadi, ngokuqinisekileyo iyireferensi enkulu kubantu esele bengenile ukufunda okunzulu.
Ukufunda ngokuNzulu ngokuqinisekileyo kuya kuba luncedo kubafundi abaceba ukufunda ngakumbi nge-DL kunye neenjineli zesoftware eziceba ukuphumeza itekhnoloji yokufunda nzulu kwiiprojekthi zabo.
9. Ingozi yokuGqibela: Ibali likaWatson, iKhompyutha eya kuguqula ihlabathi lethu nguStephen Baker.
I-Final Jeopardy luhambo olubandakanyayo kwindlela i-IBM esebenzise ngayo i-AI ephucukileyo ukwenza oyena mntu ukhuphisana neJeopardy kwihlabathi.
Iphonononga ibali elingemva kweWatson AI kunye nokuba yeza njani ukuba yinxalenye yomdlalo odumileyo wehlabathi.
Silandela iqela le-IBM Watson njengoko lisebenza ngohlahlo lwabiwo-mali olulinganiselweyo kwaye lisondela ixesha elibekiweyo lokuvelisa i-supercomputer ekwazi ukutyhutyha ulwazi lwehlabathi ngomzuzwana.
UBaker kamva wandisa malunga nendlela impumelelo kaWatson enokuguqula ngayo amayeza, umthetho, kunye nesayensi ngokwayo. Incwadi yakhe sisifundo esichukumisayo sendlela ubukrelekrele bokwenziwa obunokubabetha ngayo abantu kumdlalo wabo.
Ukuba unomdla kwi-trivia, ulwimi, kunye nenkcubeko ye-pop, le ncwadi ngokuqinisekileyo iya kuba mnandi ukuyifundela.
10. Umtshini we-Emotion: UkuCinga okuCwangcisiweyo, uBuchule boBuchule, kunye nekamva leNgqondo yoMntu nguMarvin Minsky.
UMarvin Minsky unikezela ngemodeli entsha enomdla yendlela ezisebenza ngayo iingqondo zethu. Ubonisa ukuba iingqondo bezinokukhula njani ukusuka ekucingeni ngeengcinga ezilula ukuya ekubeni kukuqonda okuntsonkothileyo.
Kamva udibanisa oko akufumanisileyo kunye nobukrelekrele bokwenziwa, esenza ityala lokuba i-AI inokuba namandla okufumana ukuqonda.
Umtshini we-Emotion yindlela efikelelekayo nefundisayo kwisakhelo sethiyori ye-Minsky yobukrelekrele bokwenziwa kunye neemvakalelo. Ngokuqinisekileyo kufuneka-ifundwe kuye nabani na onomdla kuzo zombini i-AI kunye nesayikholoji yabantu.
11. UBomi 3.0: Ukuba nguMntu kwiXesha lobuNgcali bokuNgenziwa nguMax Tegmark
UMax Tegmark ngunjingalwazi weMIT othanda ukubhala nge-AI ekrelekrele kakhulu. Incwadi yakhe ethi Life 3.0 isibonisa ikamva nge-AI kunye nendlela ubomi bethu buya kutshintsha ngayo.
Le ncwadi malunga nobukrelekrele bokwenziwa sisikhokelo esicingayo malunga nendlela esinokuthatha ngayo amanyathelo okudala ikamva elingcono nge-AI.
Ngaba ikamva liya kuba yi-utopian okanye i-dystopian kwindalo?
I-Tegmark ibonelela ngekamva elinokwenzeka kumfundi kwaye ibacela ukuba beze nezabo izigqibo.
Ukuqukumbela, uBomi 3.0 luhlalutyo olukhulu loluntu malunga nokuba ikamva lethu lixhomekeke kwindlela esiyiphuhlisa ngayo i-AI yethu.
12. Izixhobo zokutshatyalaliswa kwezibalo nguCathy O'Neil
Siphila kwixesha le-algorithms. UCathy O'Neil uveza imiba esemva kwale nyani kwaye ubonisa icala elimnyama leDatha enkulu.
U-O'Neil ubonisa ukuba angakanani amandla oku kubizwa iibhokisi ezimnyama kuluntu lwethu kunye nendlela olukhuthaza ngayo ucalucalulo. Izixhobo zokutshabalalisa iMathematika zifuna uxanduva olungakumbi kunye nolawulo kwezi ndlela zokuziphatha.
Ukuba unomdla kwiingcamango zokuziphatha ekusebenziseni i-AI ukwenza izigqibo zomgaqo-nkqubo, ukuhlela kwakhona, abavoti abajoliswe kuyo, kunye nokunye, le ncwadi iyintshayelelo efikelelekayo kwimiba ejikeleze i-AI kunye noluntu.
13. Ukuba Emva koko: Indlela iSimulmatics Corporation elenza ngayo iKamva ngoJill Lepore
Ngaphambi kwe-Facebook, i-Google kunye ne-Amazon, kwakukho iSimulmatics Corporation. Yasekwa ngo-1959, le nkampani ijolise ekudaleni imifuziselo yekhompyuter yabemi ukunceda abagqatswa baphumelele unyulo okanye balahlekise indlela yokuthenga.
I-Simulmatics yayiquka abathengi abafana noJohn F. Kennedy, i-New York Times, kunye nabavelisi abakhulu abahlukeneyo. Ukuba ke libali elilumkisayo leengozi zokuseka ishishini elitsha ngokupheleleyo- ishishini eliyilelwe ukuqokelela, ukumodareyitha, kunye nokuqikelela ukuziphatha kwabantu kwihlabathi liphela.
Ukuba uyathanda ukwazi ngakumbi malunga nokuba uqoqosho lweDatha enkulu luqale njani, le ncwadi iya kukunceda uqonde elinye lamaphulo okuqala okuxuba ikhompyuter, ezopolitiko, kunye nesayensi yokuziphatha.
14. I-Annotated Turing nguCharles Petzold
U-Alan Turing kuthiwa nguyise osungula ubukrelekrele bokwenziwa.
Ngaphambi kokuba iikhompyuter zibekho, uTuring waphonononga ukuba kuthetha ukuthini into enokucombutable kwaye wabuza umbuzo othi, "Ngaba oomatshini bangacinga?".
Kule ncwadi, uCharles Petzold ucacisa kwiphepha le-Turing elinamaphepha angama-36, enika umfundi umxholo ongakumbi wokuqonda umsebenzi wakhe.
Ecaleni kolu phononongo, uPetzols untywila kwibhayiloji kaTuring yakhe: iminyaka yakhe yokufunda, indlela iinzame zokuqhekeza iikhowudi kwiWWII, kunye nokutshutshiswa kwakhe ngokungekho sikweni njengefanasini.
Ungaphoswa yile ncwadi ukuba ungumntu othanda imbali yekhompyuter kwaye ufuna ukwazi ngakumbi malunga nokuzalwa kobukrelekrele bokwenziwa.
15. Ingxaki yoLungelelaniso: Ukufunda ngoMatshini kunye neMimiselo yoLuntu nguBrian Christian
Umbhali othengisa kakhulu uBrian Christian uxoxa ngento ebizwa ngokuba “yingxaki yolungelelwaniso”: apho oomatshini esibathembayo baphela bebangela umonakalo omkhulu kunokulunga. I-algorithms ngokuthe ngcembe ithatha indawo yokugweba komntu.
Izithuthi ezizimeleyo ngoku ziyaqalisa, zabelana ngendlela nabantu. Ii-algorithms ziphunyezwa ezintolongweni, ezibhedlele, nakwiinkampani ukwenza izigqibo.
Iingxelo zobuKristu zezinto ezenziwa ngabantu ukuthintela i-AI ekuqhubeleni phambili ucalucalulo kunye nocalucalulo. Le ncwadi igubungela iinkalo ezininzi kwaye iqinisekile ukuba ibamba umdla wabaphandi be-AI, abaphengululi bezomthetho, kunye nabanini bamashishini ngokufanayo.
Ukuba unomdla kwindlela imiyalelo engacacanga kunye nedatha embi inokukhokelela kwintlekele, thatha ikopi yakho namhlanje!
16. Intetho kunye nokuCwangciswa koLwimi nguDaniel Jurafsky noJames Martin
Ukulungiswa kolwimi lwendalo ngumxholo oshushu kwintsimi ye-AI. Kwezi ntsuku, ngakumbi nangakumbi i-algorithms kunye nesoftware zixhomekeke ekucazululeni ngokuchanekileyo intsingiselo kwisicatshulwa nakwintetho. Ukuba ufuna ukuhlala phambili kule ndawo, uya kufuna isiseko esiluqilima.
UkuCwangciswa kweNtetho kunye noLwimi kunayo yonke into ofuna ukuyazi malunga nobuchwepheshe bolwimi.
Ababhali bathatha indlela yobungqina kulo mbandela. Ababhali bagubungela ukutsalwa kolwazi, ukuqondwa kwentetho, ukuhlanganiswa kwentetho, kunye nomzekelo wolwimi, phakathi kwabanye.
Okona kubaluleke kakhulu, uJurafksy noMartin babonelela ngoluhlu olubanzi lwezihloko ezinxulumene nolwimi olubaliweyo, oluvala umsantsa phakathi kolwimi kunye nesayensi yekhompyuter.
Ukuba unomdla kwinkalo yesoftware yolwimi lwendalo, le yincwadi yakho.
Le ncwadi igubungela inani elikhulu lezihloko kwizahluko zayo ezingamashumi amabini anesihlanu kwaye inombhalo-zincwadi onamaphepha angamashumi amahlanu anezixhobo ezinokuba luncedo nakweyiphi na ingcali yolwimi okanye injineli ye-NLP.
17. Ngaba i-Androids iphupha ngeegusha zoMbane? nguPhilip K. Dick
Nangona isaziwa kakhulu njengenkuthazo yeBlade Runner, le noveli yintsomi yakudala yesayensi!
Ilandela ibali le-dystopian lexesha elizayo elinika ukukhanya kwiimpembelelo zefilosofi ekudaleni i-androids.
Umdlali oyintloko, uRick Deckard, ngumzingeli onesisa ozingela isizukulwana esitsha se-androids esiphantse sibe ngabantu. Ngexesha lophando lwakhe, uyaqonda ukuba uyavelana nezi androids kwaye uyasokola ukugqiba umsebenzi.
UPhilip K. Dick ubonelela ngebali elikrokrisayo nelixhokonxa ingcinga malunga novelwano kunye nendlela ukubamba ubukrelekrele bomntu okunokuthetha ukubamba amacala amnyama oluntu ngokunjalo.
Le ncwadi kufuneka ifundwe ngabalandeli be-sci-fi, ngakumbi ukuba uyakwazi ukuphatha imixholo emnyama ephakanyiswe kule noveli.
18. IXesha leDayimane nguNeal Stephenson
Le noveli ibalaseleyo ilandela injineli ye-nanotech eyeba isixhobo sekhompyutha esomeleleyo esaziwa ngokuba “yiNtombazana Enemifanekiselo yeNkulumbuso” yentombi yakhe.
Ngelishwa, ikopi ethutyelwe ngokungekho mthethweni iwela kwintombazana engathathi ntweni.
Ixesha leDayimane libonisa ubuchule obunzulu bukaStephenson njengombhali kwaye ubonisa umdla wakhe kwimbali nakwikamva. Uthungelwano kunye neploti yenoveli kukugxeka ubukrelekrele bokwenziwa njengoko kunokwenzeka.
Ihlabathi leDayimane leDayimane libhekisela kwi-AI njenge "intelligence pseudo", ihlekisa ukusilela koomatshini ukuphindaphinda ubukrelekrele bomntu wangempela ngokupheleleyo. Kwinoveli, abantu ababizwa ngokuba yi "ractors", kunokuba i-AI, basebenzisane nabantu kwindawo yeVR.
Kubonisa ukuba kukho into engekhoyo ngokwemvelo kumatshini eya kwalela ukuba ungaphinde uthabathe indawo yomntu.
19. I-Avogadro Corp: Ubunye busondele ngakumbi kunokuba bubonakala nguWilliam Hertling.
I-Avogadro Corp yinoveli yentsomi yesayensi ebalisa ibali malunga nendlela i-AI enokuvela ngayo kwitekhnoloji ebonakala iqhelekile namhlanje.
Ilandela uDavid Ryan, owayila inkqubo ye-ELOPe ejolise ekuphuculeni i-imeyile yokubhala. UDavid udala ngengozi i-backdoor yenkqubo ye-ELOPe ukwenza nantoni na ayifunayo.
Iqela lakhe liyaqonda ukuba lisandula ukwenza inkqubo enokuthi ibeke umbutho wabo wonke emngciphekweni.
Libali eloyikisayo elibonisa ukuba kunokwenzeka njani ukuba i-AI iqhube abantu bokwenyani ukuba benze ukuthanda kwayo. Ukuba ukwiinoveli ezisekelwe kwinyani kwaye ziyakuvuyisa ukufunda, le ncwadi yeyakho!
20. Mna, Irobhothi nguIsaac Asimov
Mna, iRobhothi yingqokelela yebali elifutshane elibhalwe ngumbhali wentsomi yesayensi uIsaac Asimov. U-Asimov ubonisa amabali alithoba ahlukeneyo ajongana neziphumo zokuziphatha komntu ofana ne-AI.
La mabali apapashwa okokuqala kwiimagazini zenzululwazi yeentsomi ngeminyaka yoo-1940. Ugxininiso luka-Asimov kwingqwalasela yokuziphatha ye-AI ibe yimpembelelo enkulu kwinkalo yenzululwazi.
Imithetho emithathu yeRobhothi ka-Asimov ichazwe kule ngqokelela kwaye yenza umxholo odibanisayo womsebenzi. Esi sikhokelo sokuqinisekisa ukuba iirobhothi zihlala "zilungile" ngumba kude kube ngoku.
Okwangoku, ii-futurists kunye neenjineli ngokufanayo ziyaqhubeka nokuxoxa ngefuthe lenkqubo yokuziphatha.
isiphelo
Ubukrelekrele bokwenziwa yintsimi enkulu kangangokuba inokukufumana ukongamela.
Luluvo olulungileyo ukukroba kwimixholwana emininzi kunye nobuchwephesha ukubona ukuba yeyiphi eyona nto onomdla kuyo.
Ngethemba, olu luhlu lwezona ncwadi zingcono ezingama-20 malunga nobukrelekrele bokwenziwa zisebenza njengendawo elungileyo yokutsiba kuhambo lwakho lokufunda nge-AI.
Ngaba kukho naziphi na iincwadi malunga nobukrelekrele bokwenziwa esiziphosileyo?
Sazise ukuba ucinga ntoni.
U-Erika Madajova
Ngaba ungacebisa incwadi efanayo malunga ne-IA ngesiSlovak okanye isiCzech?
Eyonyana wam kwinqanaba eliphezulu njengoncwadi lwencwadi yakhe yonyaka.
Kujalo Enkosi
Kwinqanaba lesibini le-ZS…ndiyalungisa ????