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1、HowAIcansaveourhumanity00:12I'mgoingtotalkabouthowAIandmankindcancoexist,butfirst,wehavetorethinkaboutourhumanvalues.Soletmefirstmakeaconfessionaboutmyerrorsinmyvalues.00:25Itwas11o'clock,December16,1991.Iwasabouttobecomeafatherforthefirsttime.Mywife,She
2、n-Ling,layinthehospitalbedgoingthroughaverydifficult12-hourlabor.Isatbyherbedsidebutlookedanxiouslyatmywatch,andIknewsomethingthatshedidn't.Iknewthatifinonehour,ourchilddidn'tcome,IwasgoingtoleaveherthereandgobacktoworkandmakeapresentationaboutAItomyboss
3、,Apple'sCEO.Fortunately,mydaughterwasbornat11:30--01:11sparingmefromdoingtheunthinkable,andtothisday,Iamsosorryforlettingmyworkethictakeprecedenceoverloveformyfamily.01:28MyAItalk,however,wentoffbrilliantly.01:33ApplelovedmyworkanddecidedtoannounceitatTE
4、D1992,26yearsagoonthisverystage.IthoughtIhadmadeoneofthebiggest,mostimportantdiscoveriesinAI,andsodidthe"WallStreetJournal"onthefollowingday.01:51Butasfarasdiscoverieswent,itturnedout,Ididn'tdiscoverIndia,orAmerica.PerhapsIdiscoveredalittleislandoffofPor
5、tugal.ButtheAIeraofdiscoverycontinued,andmorescientistspouredtheirsoulsintoit.About10yearsago,thegrandAIdiscoverywasmadebythreeNorthAmericanscientists,andit'sknownasdeeplearning.02:17Deeplearningisatechnologythatcantakeahugeamountofdatawithinonesingledom
6、ainandlearntopredictordecideatsuperhumanaccuracy.Forexample,ifweshowthedeeplearningnetworkamassivenumberoffoodphotos,itcanrecognizefoodsuchashotdogornohotdog.02:41Orifweshowitmanypicturesandvideosandsensordatafromdrivingonthehighway,itcanactuallydriveaca
7、raswellasahumanbeingonthehighway.AndwhatifweshowedthisdeeplearningnetworkallthespeechesmadebyPresidentTrump?ThenthisartificiallyintelligentPresidentTrump,actuallythenetwork--03:14Youlikedoubleoxymorons,huh?03:27Sothisnetwork,ifgiventherequesttomakeaspeec
8、haboutAI,he,orit,mightsay--03:36(Recording)DonaldTrump:It'sagreatthingtobuildabetterworldwithartificialintelligence.03:41Kai-FuLee:Andmaybeinanotherlanguage?03:46KFL:Youdidn'tknowheknewChinese,didyou?03:50Sodeeplearninghas
