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Researchanddevelopmentisanintegralforcethatdrivestherapidprogressofartificialintelligence(AI)ArtificialIntelligenceIndexWelcometotheAIIndex Report.Artificialintelligence(AI),likeanyworkplacetechnology,changesthedivisionoflabourinanorganisationandtheresultingdesignofjobs.TheAIIndexis anindependentinitiativeattheStanfordInstituteforHuman-CenteredArtificialIntelligence(HAI),ledbytheAIIndexSteeringCommittee,aninterdisciplinary groupofexpertsfromacrossacademiaandindustry||LAURANURSKIANDMIAHOFFMANN*Thisworkingpaperispartofaresearchprojecton technicalandlegalcountermeasuresagainstdeeplearningperturbationsWithrecentprogressinautomatedanddigitizeddataacquisition,efficientmachinelearning anddeeplearningalgorithms,andhighcomputinginfrastructure,TheJournalofArtificialIntelligenceResearch(JAIR)isdedicatedtotherapiddisseminationof importantretotheglobalartificialintelligence(AI)communityOverviewACCESSTHEPUBLICDATADOWNLOADTHEFULLREPORTDOWNLOAD INDIVIDUALCHAPTERSACCESSTHEPUBLICDATA.Thefourartificialintelligencetypesarereactivemachines,limitedmemory,TheoryofMind,and self-aware.Artificialintelligence(AI),likeanyworkplacetechnology,changesthedivisionoflabourinanorganisationandtheresultingdesignofIntroduction. DanielTZhang,NestorMaslej,+authorsWhenusedasanautomationtechnology,AIchangesthebundleoftasksthatmakeupanoccupationArtificial intelligence(AI)istheabilityofacomputerorarobotcontrolledbyacomputertodotasksthatareusuallydonebyhumansbecausetheyrequirehuman intelligenceanddiscernmentTLDRAbstract:Generativeartificialintelligencecanmakepowerfulartifactswhenusedatscale,butdevelopingtrustintheseartifacts andcontrollingtheircreationareessentialforuser1IntroductionOthersubsetsofAIincludebigdataLauraNurski(@)isaResearchFellowatBruegelMia Hoffmann(nn@)isaResearchAnalystatBruegelRecommendedcitation:Nurski,LandMHoffman()‘Theimpactofartificialintelligenceonthenatureand qualityofjobs’,WorkingPaper/,BruegelWORKINGPAPERISSUE|tionssurroundingartificialintelligenceandmachinelearningandallowlegalacademiato makereliablelegalstatementsaswellastoadvancelegalresearchinthisfieldTheAIIndexAnnualReportThejournal’sscopeencompassesallareasofAI, includingagentsandmulti-agentsystems,automatedreasoning,constraintprocessingandsearch,knowledgeThisyear’sreportincludednewanalysison foundationmodels,includingtheirgeopoliticsandtrainingcosts,theenvironmentalimpactofAIsystems,KAIeducation,andpublicopiniontrendsinAITheAI IndexalsobroadeneditstrackingofglobalAIlegislationfromcountriesintoinArtificialIntelligenceIndexReportCHAPTERResearch&DevelopmentRay PerraultWearecurrentlyamidthelargestsurge,arguably‘boom’,intheapplicationanddevelopmentofartificialintelligence(AI)forscientificresearchinhistory Journal-ref:JournalofArtificialIntelligenceResearch(JAIR)()Subjects:ArtificialIntelligence();SoftwareEngineering()[20]arXiv[LAURANURSKIAND MIAHOFFMANN.PublishedinComputerScience.CHAPTERChapterPreview.