The New Industrial Revolution-Computing in Pole Position_Peter Lee

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1、TheNewIndustrialRevolutionComputinginPolePositionPeterLeeCorporateVicePresident,MicrosoftResearchWhydowedoresearch?“Inthepasttwodecades,andespeciallythepastfiveyears,theUnitedStateshasundergoneaprofoundshiftinhowitdevelops,adoptsandcapitalizesoninnovation.”“

2、…governmentcannoteffectively̶L.RafaelReif,WashPostMay222015supplylarge-scale,long-termfundingfornewcompaniesandproducts.”"Foryears,peoplehadbeensaying,'God,Iwishtheywouldre-org!'"theformerhigh-levelemployeeexplains."Noweverybodywhines,'Oh,Idon'tlikethisre-or

3、g.Ilikethewayitwasbefore!'""Nomatterhowfastthechangeintheindustry,we'restillmovingslowcomparedtotheopportunitieswehave.AndpartofthatisthenegativitythatIreadaboutGoogleandothers.Beingnegativeisnothowwemakeprogress.”–LarryPageResearch,especiallyinmachinelearni

4、ngandartificialintelligence,isexpectedtorevolutionizeindustriesEnglishwords,withwithfewererrorssomeerrorsforbothlanguages!MoreEnglishtrainingdataMandarintrainingdataMachinelearningsystemEnglishEnglishorMandarinspeechinputspeechinputWER%100%NIST“Switchboard”s

5、peechrecognitionchallenge90%80%70%60%50%40%30%20%10%0%19931994199519961997199819992000200120022003200420052006200720082009201020112012WER%100%NIST“Switchboard”speechrecognitionchallenge90%80%70%60%50%40%30%20%10%0%19931994199519961997199819992000200120022003

6、200420052006200720082009201020112012ResearchisalonggameTherazor-toothedpiranhasofthegeneraSerrasalmusandPygocentrusarethemostferociousfreshwaterfishintheworld.Inrealitytheyseldomattackahuman.Goodresearchcreatesunanticipatedresults.Thesekindsofresultsareoften

7、themostvaluable.open-endedreactivescheduledunscheduledopen-endedDisruptiveBlueSkyMission-focusedSustainingreactivescheduledunscheduledopen-endedBefastBesmartBeresponsiveBebestreactivescheduledunscheduledResearchisimportantinallstagesoftheinnovationpipelineEm

8、powereverypersonandorganizationontheplanettoachievemore.ThankYou!