2024人机协作的未来研究报告-了解人工智能与人类智慧如何协同工作.docx

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1、GENUINEINTE1.1.IGENCETHEFUTUREOFHUMAN-MACHINECO1.1.ABORATIONAneweraofcontenttransformationNoturningbackOurworldstandsatanAIinflectionpointAisataninflectionpoint.GenerativeAI(GenAI)-especially1.arge1.anguageModels(1.1.Ms)-havehitthemainstream,givingpeopleandorganizationsapowertheycouldonlydreamofayea

2、rago.Associetyconsiderswherethispathwilllead,thedebateisbuzzingwiththenoiseofsomanyunansweredquestions.Ifanewsuperintelligenceemerges,willitbefriendorfoe?WillAIreplacehumancognitiveandcreativecapabilities,destroyingjobsandincomes-orcreatethem?CouldAIgorogue,enslavinghumanityorevenwipingouttheplaneti

3、npursuitofmorepaperclipsMandthepaperdipproblem?Alltoooften,thesedebatespresentabinary,zero-sum,either-orproposition:it,seitherArtificialIntelligenceorHumanIntelligence.Thisapproachisn,tjustunhelpful.It,swrong.Unhelpfulbecauseofthenegativesocialimpacts,spreadingasenseofprecariousnessanddistrustinAIsy

4、stems.WrongbecauseitfailstorecognizethatAIisaprofoundlyhumanachievement:apowerfulexampleofwhafspossiblewhenwecombinehumanintelligenceandcreativitywiththedesignandengineeringskillsittakestobuildmachineintelligence.Historyshowsthatenterpriseinnovationhasalwaysbeendrivenbytheessentialpartnershipbetween

5、humansandtechnology.Weusetechnologytocreatetoolstoperformtasksforusortohelpusperformtasksmoreeffectively,efficientlyandsafely.Weusepilotprojectsandproofsofconcepttotestandimprovehowtheywork.Thenweintegratethemintonewproductionprocesses.DespitewhatmanyGenAIheadlinessuggest,ittakestimeforanyinnovative

6、technologytofinditsusefulplaceintheenterprise.Thiswasastrueofelectricityatthebeginningofthe20thcenturyasitisofinformationcommunicationtechnologiesandAIinthe21st:ittakeshumaninsighttounlockanewtechnologyspotential.GenuineIntelligence:twointellects,onemindAswesettleintothefifthindustrialrevolution-the

7、emergingageofAI-thishistoricpartnershiphasanewname.GenuineIntelligenceembodiestheuniquestrengthsofbothartificialintelligenceandhumanintelligence,recognizingthatthetwoaremorepowerfulcombinedthaneitherarealone.GenuineIntelligenceisalivetoboththeweaknessesofartificialintelligenceandthelimitsofhumancapa

8、bilities.Ourpreviousreport,UnlockingGlobalUnderstanding,exploredhowpeoplearoundtheworldfeelconflictedabouttechnology.Theylovethebenefits,buttheyworryaboutthepaceofchange,thepaceoflife,andthelossofhumanconnectionsandtraditions.GenuineIntelligenceallowsustoholdthesetensionswithsensitivityandempathy.Ou

9、rworldisbeingreshapedbyanexplosionof1.1.M-fuelledAIsolutionsfromstart-upsandBigTechalike,eachracingtooutdothelast.TheinflectionpointhighlightedbyrenownedAIresearcher,FeiFei1.i3,signalshowimportantthechoiceswemaketodayareintermsofAIresponsibilityandsafety,aswellasthechallengesofdemocratizingthetechno

10、logyforpublicgood.WhiletheemergenceofGenAIisanexcitingopportunity,MelaniePeterson,ProgrammeDirector,Trair.is,concernedthatenterprisesaresokeentojumpaboardtheGenAItrainthattheywillexposethemselvestohugerisks,.Forenterprisesthatwanttogetitright,GenuineIntelligencepositionsGenAIand1.1.Mswithintheevolut

11、ionarysweepofinformationcommunicationtechnologies,pragmaticallyevaluatingtheirpotential,reliability,andrisks,withoutthehypeofinflatedexpectationsorthegloomofnegativity.ThekeytocontentconfidenceTheexplosionofGenAIstart-ups,combinedwiththeradicallysimplechatinterfacepioneeredbyOpenAIandtheemergenceofo

12、pen-sourcemodels,democratizesaccesstoA1.Butthisalsobringsnewopportunitiesforbadactorstoexploitthetechnologyscapabilities.Alreadywe,reseeingrapidgrowthinfakecontent-whetheraudio,image,textorvideo.Thentherearethesignificantchallengesforbusinessandsociety.GenAIenablescontenttobeproducedwithunprecedente

13、dvariety,velocityandvolume(thethreecoredimensionsofBigData)whilequestionssurroundvalueandveracityinthisnewcontentuniverse.AswithBigDatamining,thechallengeforallcontentconsumerswillbetoseparatethesignalfromthenoise-toidentifywhatstrueandvaluablefromwhat,sfalse,fraudulent,inaccurateormisleading.ForBar

14、tMaczynskirVPMachine1.earning,1.anguageWeaver,RWS,“InaworldofGenAIcontent,the,noise-to-signaratiomaybecomeunbearable/1.anguageisafundamentalfeatureofhumanintelligence.Whilewemaytakeitforgranted,it,sincrediblycomplexandhardtoauthenticallyreplicate.Itsculturallyandcontextuallynuanced,ever-evolving,sub

15、tle,multi-layeredandenhancedbynon-verbalsignals.Assuch,languageholdsthekeytoidentifyingauthenticcontent.Asatechnology-ledcompanyfocusedonlanguage,contentandunlockingglobalunderstanding,weseethisastheheartoftheGenAIchallenge-andtheopportunity.Successwillbemeasuredbythelevelsofconfidenceandtrustthatco

16、ntentproducersandconsumersplaceinouroutputs.GenuineIntelligenceisthekeytodeliveringthiscontentconfidenceatscaleandspeed.Thisreportshowsyouwhy.,A!isaninflectionpointWHATISwVGENUINEINTE1.1.IGENCE?GenuineIntelligenceistheseamlessfusionOfArtificiaIIntelligenceandHumanIntelligencetooptimizethewaycontentanddataaretransformedforaudiencesworldwide.GenuineIntelligenceenablesustoworkconfidently