2026+人工智能趋势报告+AI+Trends+Report

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AITrends

Report2026

AITrendsReport20262026–02

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Foreword

AIin2026–Betweenbreakthroughandstresstest

ForewordbySebastianHeinz,Founder&CEOstatworx|AIHubFrankfurt

2026willbeadecisiveyearforAI.Artificialintelligenceisnolongernew,nolongerinneedofexplanation,andnolongeranexclusivetopicfortechnologydepartments,startups,orresearchcenters.AIhasarrived.Incompanies,inproducts,ineverydayprocesses,andinpoliticaldebates.Thephaseofwide-eyedobservationisover.Whatcomesnextisaphaseofproof.

Themuch-discussedAIbubblecontinuestoinlate.Whetheritburstswithabangin2026ordelatesgraduallywillbecomeclearinthemonthsahead.

TheglobalraceforAIdominance

ThedevelopmentofAIhasbecomesignificantlygeopoliticaloverthepastyear.TheUS,China,andEuropearepursuingdiferentstrategiesthatgofarbeyondtechnologyandtouchonissuesofeconomicpower,security,andglobalinluence.

TheUnitedStatesisintensifyingitsAIstrategyintheglobaltechnologyrace.WashingtonisbettingontheinternationaldifusionofAmericanAItechnologytosecureinluenceabroad.In2025,theUSgovernmentannouncedplanstoactivelypromoteexportsacrosstheentireAIstackandtoreassessexisting

exportrestrictions.Thissignalsastrategicshifttowardpursuingdominancethroughtechnologicalleadershipratherthanisolation.

ThisapproachisbeingreinforcedbynewAIpartnershipswithstrategicallyimportantcountries,includingintheMiddleEast,aimedatembeddingstan-dardsearlyandlimitingChina’sinluence.Domestically,pressureismountingtodefineclearguardrailsforAIsafety,evenastheoverallstanceremainsinnovation-driven.Atthesametime,AIisgainingimportanceasanationalse-curityissue.

China,inturn,issteppingupitsefortsin2026tobecomemoretechnolo-gicallyindependentandunderpinitsgloballeadershipaspirations.AgainstthebackdropofWesternexportcontrols,Beijingisinvestingheavilyinitsownchipdevelopmentandproductioncapacities.Atthesametime,ChineseAIcompaniesarefocusingonopen-sourcemodelsinordertohelpshapetheglobalAIinfrastructure.Thisstrategyisprovingefective:Chinesemodelsareincreasinglybeingusedoutsidethecountry.

Geopolitically,thetechnologyconlictbetweenEastandWestremainstense,withbothsideslikelytocontinuepursuingso-calleddecouplingin2026.InAI,

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thefaultlinesextendbeyondchipsandsoftwaretoincluderawmaterials.ChinahassecuredaccesstorareearthsinSouthAmerica,givingitcontrolovercriticalresourcesforAIhardware-amovethatcouldpromptcounter-measuresfromtheUnitedStates.Atthesametime,Beijingisincreasinglyle-veragingAIasatoolofgeopoliticalinluence,fromdisinformationtocogniti-vewarfare,whilesimultaneouslyassertingdigitalsovereignty.

EuropeischartingitsowncourseinAI.WiththeAIAct,theEUestablishedanearlyregulatoryframeworkthatpositionsEuropeasaglobalstandard-set-terfortrustworthyAI.Atthesametime,awarenessisgrowingthatEuropeisfallingbehindeconomically.Itlackscomparableplayersbothinlarge-scaleAIplatformsandinthesemiconductorsector.Asaresult,initiativesaimedattechnologicalsovereigntyaremovingtotheforefront,includingthebuild-outofhigh-performancecomputinginfrastructureandaEuropeanAIstack.

AIisalsogainingimportanceinsecurityanddefensepolicy,relectedinrisinginvestmentlevels.Internationally,Europeispromotingitsvalues-based,risk-orientedapproach,butfacesfundamentallydiferentgovernancemodelsintheUSandChina.

ForEurope,2026willthereforebeabalancingact.Itseekstosetstandardswithoutfallingfurtherbehindeconomically.LowAIadoptionacrossenterpri-ses,talentshortages,andthedifficultyofscalingexcellentresearchremainkeychallenges.Germanyisaprimeexampleofthistensionbetweenscienti-ficstrengthandindustrialexecution.

Investmentsandcapital

AIalsodominatedtheventurecapitallandscapein2025:morethanhalfofallglobalVCfundinglowedintoAIdeals.Expectationsfor2026aremoremixed.Ontheonehand,thereisstillavastamountofdrypowderwaitingtobede-ployed-largefundshaveexplicitlyfocusedonAIandaresearchingforthenextOpenAI.Asaresult,selectcompaniescontinuetocommandextremevaluations,asOpenAIandAnthropicdemonstrate.

Ontheotherhand,skepticismisgrowing.Manyinvestorsviewcurrentva-luationlevelsasdifficulttosustainovertime.Withinterestratesremainingelevatedandgeopoliticalriskspersisting,financingislikelytobecomemorechallenging,especiallyforveryearly-stagestartups.Asearlyas2025,capitalwasalreadyheavilyconcentratedamongasmallnumberoflargeplayers,whi-leearly-stageventureslostvisibility.

In2026,this“lighttoquality”couldintensify:venturecapitalislikelytolowpreferentiallyintoAIinfrastructureandintoapplication-focusedstartupswithaclearindustryfocus.GenericAIoferingswithoutadistinctcompetitiveedgearecomingunderincreasingpressure.

Still,theAIsectorremainsoneofthefewbrightspotsinthebroadertechlandscape,meaningventurecapitalremainsabundantbyhistoricalstan-dards.Regionaldisparitiesmaydeepen,however.In2025,NorthAmerica

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accountedforroughly70percentofglobalAIVCinvestment.Europetrailssig-nificantlybehind,whichcouldpromptmoreEuropeanstartupstorelocatetotheUSin2026insearchoffunding.

Quovadis,GermanyandEurope?

GlobalAIdevelopmentsin2026poseparticularchallengesforEurope-andGermanyinparticular-whilealsoopeningupnewopportunities.Ontheonehand,amassivefuturemarketisemergingthatEuropemusttapinto.Ontheother,EuroperisksbeingconfinedtotheroleofconsumerorregulatorifnocomparablehomegrownAIplayersemerge.Germany,astheEU’sleadingeco-nomy,feelsthispressureacutely:whileUScompaniessuchasOpenAIandNvidiaandChineseplayerslikeBaiduandHuaweiaredeliveringglobalAIplat-formsandhardware,Germany(andtheEUmorebroadly)lacksanequivalentcounterpart.

Thistechnologicalgapdeepenseconomicdependencies.Germancompa-niesarealreadyheavilyreliantonUScloudproviderstodevelopandoperateAIsystems.Asaresult,interestinEuropeandigitalandAIsovereigntyishigh,eventhoughitsimpactwillonlymaterializeoverthemediumterm.Intheshortrun,GermanywillcontinuetoimportmostAItechnologywhileattemptingtoremaingloballycompetitiveinselectniches,suchasindustrialautomation.

Globally,enormouscapitalcontinuestolowacrosstheAIvaluechain.TheUSandChinaviewAIasacoredriverofgrowthandpower,whileEuropehassofarbeenunabletomobilizecomparablelevelsofinvestment.Insomecases,in-dividualUScorporateinvestmentsexceedtheEU’stotalpublicspendingonAI.

Germanythereforeneedstofindnewpathstoremaincompetitive.Thesein-cludedeeperindustrialcollaboration,tighterintegrationbetweenresearchandindustry,andstrongertalentretention.Ifsuccessful,AIcanmakeGerma-ny’sindustrialbasemoreefficientandlexible.Ifnot,thecountryrisksafur-thererosionofitscompetitiveposition.Accordingly,Germancompaniesfacethetaskin2026ofestablishingAIasacorecapabilityandaligningbusinessmodels,processes,andproductswithanAI-drivenfuture.

Theyear2026willdeterminewhatroleEuropeplaysintheglobalAIorder.Withitshuman-centered,risk-basedapproach,theEUhasalreadymadeanim-pact.Theso-called“BrusselsEfect”isevidentascountriessuchasBrazilandCanadaadoptelementsoftheAIAct,andevenChinaselectivelyalignswithcertainEuropeanregulatoryconcepts.ThisstrengthensEurope’sinter-nationalsoftpower.

Atthesametime,withoutdemocraticoversight,suchregulatoryframeworkscanalsobemisusedtorestrictfreedom.Europemustthereforecloselymo-nitorhowitsstandardsareappliedinternationally.ForGermany,thismeansfurtherstrengtheningitsmediatingroleininternationalforums,forexampleinstandard-settingandmultilateralpartnerships.

GlobalAItrendscouldpromptEuropetoinvestmorestrategicallyin2026.TheyearwillbecomealitmustestforEurope’sambitiontobearule-makerratherthanarule-taker.Ifitsucceedsinbalancinginnovationandregulation,Euro-pecanpursueanindependentpathbetweentheUSandChina.Ifnot,itrisksfadingintoirrelevanceasamereuserofforeignAIplatforms.Thedecisionsmadein2026willthusbecriticaltoEurope’seconomicandpoliticalfuture.

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Thefollowingchaptersoferguidancefordecision-makersinbusiness,poli-tics,andsociety.Becauseonethingisclear:thedecisionsmadein2026willshapeAIdevelopment,andthusthefutureofoursocieties,foryearstocome.

IhopeyouenjoyreadingtheAITrendsReport2026andfinditthought-provoking!

SebastianHeinz

Founder&CEOstatworx|AIHubFrankfurt

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Outlook:AIbetweenpromiseandresponsibility

TheAITrendsReport2026portraysatechnologyataturningpoint.Thephaseofuncriticaloptimismisover.Instead,morefundamentalquestionsareco-mingtotheforefront:HowdoweensurethatAItrulycreatesvalue?Howdowestriketherightbalancebetweeninnovationandregulation?AndhowdowepreventtheAIrevolutionfromexacerbatingexistinginequalitiesbetweenregionsandsocialgroups?ThesequestionsunderscorethebreadthofAI’simpactonoureconomy,society,andenvironment.

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AITrendsReport20262026–02

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Content

72025Review

Howaccuratewerelastyear’spredictionsonthemostimportant

AItrends–andwhathashappenedsince?

13Introduction

Anoverviewoftheobjectivesandfivethematicfocusareasof

theAITrendsReport2026

19Category1:Company

Governance,oversight,andcomplianceasthefoundationforscalableAIsystems

50Category2:Work,Organization&Communication

AI-driventransformation:connectedworkers,AIagents,andnewinterfaces

75Category3:Economy,Regulation&Power

AIinglobalcompetition:infrastructure,energy,andregulation

askeydriversofsuccess

92Category4:Science,Culture&Society

AIasacatalystforscientificresearch,syntheticmedia,andco-creation

112Category5:Technology

ThenexttechnologicalleapinAI:simulation,structure,andintegration

133Outro

HowtotranslatetheanalysesandinsightsfromthisAITrendsReportintoaction

135CallforExperts2027

HelpshapetheconversationandbecomeacontributortotheAITrendsReport2027

136Aboutstatworx&AIHubFrankfurtRheinMain

Meettheteam:Learnwhoisbehindthisreportandwhatdrivesourwork

2025

REVIEW

Everyyear,weopenourAITrendsReportbylookingbackattheforecastsfromthepreviousyear.Forthe

AITrendsReport2025

,weformulated16corethesesonthefutureofAI.

Oneyearlater,thepictureisclear:someofthesepredictionsmaterializedfasterthanexpected,othersremainmoreaspirationalfornow–andafewwereovertakenbyrealityatrecordspeed.Thisretrospectivenotonlyhigh-lightshowrapidlydevelopmentsinAIareaccelerating,butalsowhichpat-ternsarebecomingfirmlyestablishedandwhichtrendswillbeespeciallyrelevantoverthenexttwelvemonths.

AITrendsReport20262026–02

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TREND2

Low-codeandno-codedemocratizesoftware

development

ToolssuchasCopilot,Cursor,andmo-dernAIeditorssignificantlyincreasedproductivity,butbroad-baseddemo-cratizationfailedtomaterialize.ThemainbarriersremainalackofAIskills,governance,andprocessmaturity.Fordevelopers,thesetoolsarestrongproductivityboosters–forcitizende-velopers,theirimpactremainslimited.Toolingisevolvingfasterthanorgani-zationscanadapt.

Hitrate

●...O

High,withclearlimits

TREND3

AIachievesitsfirstbigscientificbreakthrough

AlphaFold3,GNoME,andGenCastsig-nificantlyacceleratedscientificre-searchand,insomecases,outper-formedhumanexperts.However,atrueautonomousbreakthroughfailedtomaterialize-suchasatop-tierpu-blicationinitiatedandauthoredent-irelybyAI.Asaresult,2025wasayearofrapidprogress,notofmajor,inde-pendentdiscovery.

Hitrate

●●.OO

Partiallyconfirmed

TRENDREVIEW2025|INNOVATION&TRANSFORMATION

TREND1

AIAgentsrevolutionizethejobmarket

AIagentsmademeaningfulprogressin2025,driveninpartbyGemini2.0and3.0.Atthesametime,examplessuchasKlarna’srollbackofcustomerserviceautomationhighlightthestilllimitedmaturityofcurrentagentso-lutions.Asaresult,abreakthroughoffullyautonomousAIagentsisnotex-pectedbefore2026+.

Hitrate

●..

Medium–progress,butnobreakthrough

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TRENDREVIEW2025|REGULATION&INVESTMENT

TREND5

TheAIinvestmentbubble

bursts

DespitetheR1shock,stockpullbacks,andbroadermarketcorrections,nocrashmaterialized.Capitalcontinuedtolow,albeitmoreselectivelyandwithastrongerfocusonsustainablebusinessmodels.2025deliveredcon-solidationratherthancollapse.Therealstresstestmaynotcomeuntil2026.

Hitrate

●○COO

Hitrate:Didnotplayout

TREND6

AIavatarsshapenewcrea-tiveandethicalstandards

ToolssuchasHeyGen,Pika2,andVeo3establishedavatarsacrossmarke-ting,training,andcommunications.Atthesametime,deepfakes,identitymisuse,andcopyrightissuesincrea-sedsharply.Progressandriskareri-singinparallel.Rulesandsafeguardsremainlargelyabsent,evenasadop-tionacceleratesrapidly.

Hitrate

●●...

Hitrate:Veryhigh

TREND4

Techgiantsrelease“AIlightversions”fortheEUmarket

Apple,Meta,OpenAI,andTencentsig-nificantlycurtailedAIfunctionalityinEurope.WhiletheAIActsetambitiousstandards,italsointroduceddelaysandlimitedfeaturerollouts.Europeisregulatingefectively,butatthecostoftechnologicalmomentum.ThegapwiththeUSandChinaiswidening.

Hitrate

●

Fullyvalidated

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TREND8

AutomatedAIlearningplatformsdemocratize

education

DuolingoMax,NotebookLM,andTea-chAIdemonstrateclearpotential,butabroad-basedbreakthroughfailedtomaterialize.Educatorsareover-burdened,strategiesarelacking,andmeta-skillsarerarelytaught.Pro-gressisoccurringinisolatedpocketsratherthansystemically.Educationremainsaslow-movingdomainoftransformation.

Hitrate

●.

Partiallyachieved

TREND9

ConversationalAIreplacesprompting

GPT-4oandGeminiUltraestablisheddialog-basedAIinteraction.Promp-tingincreasinglyevolvedintocontextengineering-thedesignofintents,context,andworklows.UsersbeganinteractingwithAIsystemsinamorenaturalandcontinuousway.In2025,theshiftfromcommandstoconver-sationsbecameareality.

Hitrate

Veryhigh

TRENDREVIEW2025|EDUCATION&DEVELOPMENT

TREND7

Article4oftheAIAct

promotesAIeducationincompanies

TheobligationtoensureAIcompe-tencewasintroduced,butimplemen-tationremainedlimited.Studiespointtosignificantliteracygapsandlowemployeeengagement.Article4pro-videdmomentum,butfailedtotriggerstructuraltransformation.AIcompe-tenceremainedacentralweaknessin2025.

Hitrate

●..

Formallyconfirmed–weakinpractice

AITrendsReport20262026–02

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TREND11

Insteadofaplateau,we

seefurtherprogressinLLMperformance

ModelssuchasOpenAI’so3seriesandreasoningmodelslikeDeepSeekR1representednewperformancedi-mensionsin2025,complementedbyadvancedfamiliessuchasGPT-5andGemini-3.Measurableperformancegainsareclearlyevident,yetthegaptotrueAGIremainssubstantial.ThesecondwaveofLLMdevelopmentisareality.

Hitrate

●

Fullyvalidated

TREND12

LAMsandCUAstake

controlofyourdesktop

ApproachessuchasOpenAIOpera-tor,ClaudeComputerUse,anddevi-cesliketherabbitr1illustratehowAIisincreasinglyoperatingsoftwareinahuman-likeway.Atthesametime,terminology,reliability,andsafetystandardsremaininconsistent.Thevisionisclearlyvisible–butmaturitylevelsvarywidely.Trustremainsthecentralhurdle.

Hitrate

●●..O

High,butfragmented

TRENDREVIEW2025|TECHNOLOGY&PROGRESS

TREND10

AIintegrationtransformsuserexperiences

AIbecameastandardfeatureacrossoperatingsystemsandapplications.WindowsCopilot,GeminiinAndroid,andAppleIntelligenceareshapinginteractionandautomation.NvidiaDi-gitsandAIPCsfurtherreinforcedthistrend.Theforecastprovedaccurate–butturnedouttobemoreconser-vativethannecessary.

Hitrate

●

Fullyvalidated

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TREND14

AIgovernancebeco-mesacompetitive

advantage

Companieswithcleargover-nancestructuresarebene-fiting:lowerrisk,strongercompliance,andfasterroll-outofAIsolutions.Globally,regulationremainsfragmen-ted,andbiasandalignmentissuesremainunresolved.In2025,governancebecameastrategicimperative.

Hitrate

●...O

Clearlyconfirmed

TREND15

AGermanAIstartupachievesaglobal

breakthrough

BlackForestLabs,DeepL,andHelsingmadeprogressandattractedcapital,butaglobalchampionhasyettoemerge.Infrastructuregaps,talentshortages,andlimi-tedVCfirepowercontinuetoholdEuropeback.Europeisbecomingmorevisible–butnotleading.

Hitrate

Stillopen

TREND16

TheeraofcheapAI

isover

Efficiency-focusedmodelssuchasR1continuetodrivedownusagecosts,whilede-velopment,training,andpre-miumservicesstillrequiresubstantialinvestment.Ri-singcomputedemandsandmorediferentiatedpricingtiersarecreatingatwo-tiermarket:afordableusage,yes–afordabledevelop-ment,no.

Hitrate

●●..O

Confirmed,butdifferentiated

TRENDREVIEW2025|CORPORATES&START-UPS

TREND13

GermanyplansanAI

datacenter

Large-scalegovernmentinitiativesaremakinglitt-leprogress.WhileprivateplayerssuchasMicrosoft,DeutscheTelekom,andtheSchwarzGroupareinvestingindatacenterandcloudin-frastructure,agloballycom-petitiveAIhubhasyettoemerge.Initiativesexist,butremainfragmented.Germa-ny’sstructuraldependenceonBigTechpersists.2026willbeadecisiveyear.

Hitrate

●

Notyetachieved

AITrendsReport20262026–02

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WHAT’SITABOUT?

Intro

TheAITrendsReport2026presents20dynamicAItrends,organizedacrossfivecorecategories:

1.Company

2.Work,Organization&Communication

3.Economy,Regulation&Power

4.Science,Culture&Society

5.Technology

Thiscomprehensivetrendanalysiscombinesmarketobservationwithin-sightsfromleadingorganizations,oferingawell-groundedandpracticalassessmentofcurrentAIdevelopments.Thereporthelpsreadersidentifystrategicopportunitiesandpositionthemselvesforlong-termsuccesswit-hinarapidlyevolvingAIecosystem.

CATEGORY1

COMPANY

TREND1

Resultsoverexperiments

AIprojectsarefacing

unprecedented

pressuretoperform

TREND2

AIgovernanceasasuccess

factor

Clearrulesare

shiftingfrommanda-

torycompliancetoa

driverofreturns

TREND4

Robots,readyforwork

Humanoidmachines

areenteringthe

workplace

TREND3

Agentsonprobation

Wheredataand

processesaresolid,

agenticAIcanreach

itsfullpotential

CATEGORY2

TREND6

WORK,

ORGANIZATION&COMMUNICATION

ThequietIntermediary

AIbecomesthe

commandcenter

ofmarketing

TREND5

Thesecondself

AIhardwareturns

assistantsintocons-

tantcompanions

TREND8

Thenewageofknowledgework

AIisreshaping

knowledgejobsand

redefiningcoreskills

TREND7

One-pe