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

GENUINEINTE1.1.IGENCETHEFUTUREOFHUMAN-MACHINECO1.1.ABORATIONAneweraofcontenttransformationNoturningbackOurworldstandsatanAIinflectionpointAisataninflectionpoint.GenerativeAI(GenAI)-especially1.arge1.anguageModels(1.1.Ms)-havehitthemainstream,givingpeopleandorganizationsapowertheycouldonlydreamofayearago.Associetyconsiderswherethispathwilllead,thedebateisbuzzingwiththenoiseofsomanyunansweredquestions.Ifanewsuperintelligenceemerges,willitbefriendorfoe?WillAIreplacehumancognitiveandcreativecapabilities,destroyingjobsandincomes-orcreatethem?CouldAIgorogue,enslavinghumanityorevenwipingouttheplanetinpursuitofmorepaperclipsMandthepaperdipproblem?Alltoooften,thesedebatespresentabinary,zero-sum,either-orproposition:it,seitherArtificialIntelligenceorHumanIntelligence.Thisapproachisn,tjustunhelpful.It,swrong.Unhelpfulbecauseofthenegativesocialimpacts,spreadingasenseofprecariousnessanddistrustinAIsystems.WrongbecauseitfailstorecognizethatAIisaprofoundlyhumanachievement:apowerfulexampleofwhafspossiblewhenwecombinehumanintelligenceandcreativitywiththedesignandengineeringskillsittakestobuildmachineintelligence.Historyshowsthatenterpriseinnovationhasalwaysbeendrivenbytheessentialpartnershipbetweenhumansandtechnology.Weusetechnologytocreatetoolstoperformtasksforusortohelpusperformtasksmoreeffectively,efficientlyandsafely.Weusepilotprojectsandproofsofconcepttotestandimprovehowtheywork.Thenweintegratethemintonewproductionprocesses.DespitewhatmanyGenAIheadlinessuggest,ittakestimeforanyinnovativetechnologytofinditsusefulplaceintheenterprise.Thiswasastrueofelectricityatthebeginningofthe20thcenturyasitisofinformationcommunicationtechnologiesandAIinthe21st:ittakeshumaninsighttounlockanewtechnology'spotential.GenuineIntelligence:twointellects,onemindAswesettleintothefifthindustrialrevolution-theemergingageofAI-thishistoricpartnershiphasanewname.GenuineIntelligenceembodiestheuniquestrengthsofbothartificialintelligenceandhumanintelligence,recognizingthatthetwoaremorepowerfulcombinedthaneitherarealone.GenuineIntelligenceisalivetoboththeweaknessesofartificialintelligenceandthelimitsofhumancapabilities.Ourpreviousreport,UnlockingGlobalUnderstanding,exploredhowpeoplearoundtheworldfeelconflictedabouttechnology.Theylovethebenefits,buttheyworryaboutthepaceofchange,thepaceoflife,andthelossofhumanconnectionsandtraditions.GenuineIntelligenceallowsustoholdthesetensionswithsensitivityandempathy.Ourworldisbeingreshapedbyanexplosionof1.1.M-fuelledAIsolutionsfromstart-upsandBigTechalike,eachracingtooutdothelast.TheinflectionpointhighlightedbyrenownedAIresearcher,FeiFei1.i3,signalshowimportantthechoiceswemaketodayareintermsofAIresponsibilityandsafety,aswellasthechallengesofdemocratizingthetechnologyforpublicgood.WhiletheemergenceofGenAIisanexcitingopportunity,MelaniePeterson,ProgrammeDirector,Trair.is,"concernedthatenterprisesaresokeentojumpaboardtheGenAItrainthattheywillexposethemselvestohugerisks,.Forenterprisesthatwanttogetitright,GenuineIntelligencepositionsGenAIand1.1.Mswithintheevolutionarysweepofinformationcommunicationtechnologies,pragmaticallyevaluatingtheirpotential,reliability,andrisks,withoutthehypeofinflatedexpectationsorthegloomofnegativity.ThekeytocontentconfidenceTheexplosionofGenAIstart-ups,combinedwiththeradicallysimplechatinterfacepioneeredbyOpenAIandtheemergenceofopen-sourcemodels,democratizesaccesstoA1.Butthisalsobringsnewopportunitiesforbadactorstoexploitthetechnology'scapabilities.Alreadywe,reseeingrapidgrowthinfakecontent-whetheraudio,image,textorvideo.Thentherearethesignificantchallengesforbusinessandsociety.GenAIenablescontenttobeproducedwithunprecedentedvariety,velocityandvolume(thethreecoredimensionsofBigData)whilequestionssurroundvalueandveracityinthisnewcontentuniverse.AswithBigDatamining,thechallengeforallcontentconsumerswillbetoseparatethesignalfromthenoise-toidentifywhatstrueandvaluablefromwhat,sfalse,fraudulent,inaccurateormisleading.ForBartMaczynskirVPMachine1.earning,1.anguageWeaver,RWS,“InaworldofGenAIcontent,the,noise-to-signaratiomaybecomeunbearable/1.anguageisafundamentalfeatureofhumanintelligence.Whilewemaytakeitforgranted,it,sincrediblycomplexandhardtoauthenticallyreplicate.It'sculturallyandcontextuallynuanced,ever-evolving,subtle,multi-layeredandenhancedbynon-verbalsignals.Assuch,languageholdsthekeytoidentifyingauthenticcontent.Asatechnology-ledcompanyfocusedonlanguage,contentandunlockingglobalunderstanding,weseethisastheheartoftheGenAIchallenge-andtheopportunity.Successwillbemeasuredbythelevelsofconfidenceandtrustthatcontentproducersandconsumersplaceinouroutputs.GenuineIntelligenceisthekeytodeliveringthiscontentconfidenceatscaleandspeed.Thisreportshowsyouwhy.,A!isaninflectionpointWHATISwVGENUINEINTE1.1.IGENCE?GenuineIntelligenceistheseamlessfusionOfArtificiaIIntelligenceandHumanIntelligencetooptimizethewaycontentanddataaretransformedforaudiencesworldwide.GenuineIntelligenceenablesustoworkconfidently