人工智能:2025年值得關注的五大趨勢 Artificial Intelligence - Five Trends to Watch in 2025_第1頁
人工智能:2025年值得關注的五大趨勢 Artificial Intelligence - Five Trends to Watch in 2025_第2頁
人工智能:2025年值得關注的五大趨勢 Artificial Intelligence - Five Trends to Watch in 2025_第3頁
人工智能:2025年值得關注的五大趨勢 Artificial Intelligence - Five Trends to Watch in 2025_第4頁
人工智能:2025年值得關注的五大趨勢 Artificial Intelligence - Five Trends to Watch in 2025_第5頁
已閱讀5頁,還剩6頁未讀 繼續免費閱讀

下載本文檔

版權說明:本文檔由用戶提供并上傳,收益歸屬內容提供方,若內容存在侵權,請進行舉報或認領

文檔簡介

OURETFsINSIGHTSABOUTGLOBALXCONTACTNEWSPRIVACYPOLICYFORELECTRONICUSEONLY

GLOBALXINSIGHTS

ArtificialIntelligence:FiveTrendstoWatchin2025

FullName

tdessai@

Date:November27,2024

Topic:ArtificialIntelligence,Thematic

Artificialintelligence(AI)isbeginningtodrivesubstantialtop-linegrowthfortechnologycompaniesbeyondthesemiconductorsector,creatingpotentialinvestmentopportunitiesacrossanexpandingAIecosystem.Sofar,keybeneficiarieshaveincludedcloud

computing,digitaladvertising,technologyconsulting,anddatacenterinfrastructureproviders.

Thescaleofthisexpansionisevidentinrecentmarketdevelopments:Forexample,inlessthantwoyearssincelaunch,MicrosoftexpectsitsAIbusinesstoscaleto$10billioninannualrevenues.1Google’sCloudunitwitnessedgrowthaccelerationduetoAI

adoption.2Inads,MetacreditsrecentAIinvestmentsforenhancedtargeting.3

ThismomentumsuggeststhatthesecondaryeffectsoftheAIrevolutionarealreadymaterializingandarepoisedtobenefitabroad

rangeofindustryparticipants.Asevidenceofmonetizationmounts,weanticipatemoreenterprisestorampupcapitalexpendituresandcommitmentstowardsAIinfrastructure,addingfueltotheongoingAIarmsrace.Asthemonetizationandinvestmentflywheel

strengthens,thethemecouldcontinuetobeviewedfavorablybyinvestorsin2025.

KeyTakeaways

—Increasedmonetizationofenterprises’AIinvestments,includingthedevelopmentofproprietarylargelanguagemodels

(LLMs),iscreatingopportunitiesforawidearrayofcompaniesintheAIecosystem,suchasdatacenters,consultants,adplatforms,cloudcomputingcompanies,andcybersecurityfirms.

—AsAImovestotheedge,smartphonesandotherconnecteddevicescouldbepositionedforastrongupgradecycle,potentiallybenefittingawiderangeofcomponentsuppliersandvendors.

—DealactivityandmergersandacquisitionsM&Aarelikelytopickupin2025,ascompaniesacrossthetechsectorlooktocapitalizeontherapidlyevolvingAIlandscape.

Trend1:MonetizationPavesWayforIndustryExpansion

ThegrowingcommercializationofenterpriseAIcreatesopportunitiesacrossthetechecosystem,fromdatacentersandconsultantstocloudprovidersandcybersecurityfirms.

Pure-playAIfirmshavebeensprintingoutofthegate.OpenAI,backedbyMicrosoft,launchedChatGPTinNovember2022and

reached$3.6billioninannualizedrevenueinAugust2024—a125%increasefromthepreviousyear.4Ifthisgrowthtrendholds,

OpenAIisprojectedtofinish2024with$5billioninnetrevenues—astaggering225%increaseyear-over-year(YoY).5Anthropic,

anotherkeyplayerintheAIservicesspace,isalsoseeingsignificantgrowthfollowingthereleaseofitsAIchatbot,Claude,inMarch

2023.Itisontracktogenerate$1billioninrevenuebytheendof2024,upfromjust$100millionlastyear,highlightingtherapidcommercializationoffoundationalgenerativeAImodels.6

TheAIthemeextendswellbeyonddevelopersofLLMs.TherapidadoptionofAIhashadarippleeffect,benefittingavarietyofplayersinthebroaderAIecosystem.ConsultingfirmslikeAccentureandIBMareseeingsubstantialgrowth,withAI-relatedservices

contributingsignificantlytotheirtop-linegrowth.Accenture,forinstance,disclosednearly$3billioningenerativeAIconsultingbookingsinpipelineasofSeptember2024,reflectingstrongclientdemandtogaincompetitiveadvantagesthroughAIimplementation.7

CloudcomputingandsoftwarecompaniesarealsocapitalizingontheAIwave.ServiceNowreportedstronggenerativeAIbookings

sincelaunching"NowAssist,"withitsChiefFinancialOfficerattributingthelargestnet-newannualcontractvaluecontributionforanynewproductfamilytoAIadoption.8OracleisseeingrobustgrowthinitsInfrastructure-as-a-Service(IaaS)division,largelyattributedtoincreasedAIworkloads.9DatacenterleaderEquinixsecuredsignificantnewcontractsdrivenbyAIinfrastructuredemand.The

company’sxScaleportfolioofhyperscaledatacenterfacilitiesleased20MWofnewcapacityinQ3andnearly90%ofitsoperationalandunder-constructionxScalecapacityhasalreadyleased.10

TheadvertisingsectorisreapingrewardsfromAIadoptionaswell.MetaPlatformsrecentlyreported19%year-over-year(YoY)

quarterlyrevenuegrowth,drivenbya7%riseinadimpressionsand11%growthinaveragepriceperad,boostedbyAIintegration.11AmazonintegratedgenerativeAIbasedproductimagegenerationtools,leadingtonoticeableincreaseinadimpressionsforcertain

campaigns.12Weanticipatecloudcomputing,softwareapplications,andinfrastructurecompaniesthathaveuniquemarketpositioning,robustdistribution,andaccesstoprivilegeddatatobetheprimarybeneficiariesasAIservicesdemandexpands.Theseleaderswill

likelyexperienceacceleratedgrowthin2025astheAImarketmatures.

Trend2:InfrastructureDevelopmentWillBeEssentialtoMeetDemand

TherapidevolutionofAIinfrastructureisunderscoredbygrowinginvestmentsindatacenters,withGPUclusters—networksofserversoptimizedspecificallyforAIworkloads—scalingatanunprecedentedpace.Thisgrowthisfueledbytwokeyfactors:theincreasing

efficiencyandscalabilityofGPUclusters,andtheemergenceofcutting-edgehardwarelikeNvidia'sBlackwellGPU,whichcontinuestopushtheboundariesofperformance.

XAI’s“Colossus,”partofElonMusk’sXplatform,isbeinghailedastheworld’smostpowerfulAItrainingcluster.13Builtinjust122days,ColossusrepresentsamajormilestoneinAIinfrastructurewithabudgetof$3-4billion,andisexpectedtoeventuallydoublein

capacity.14Plansareunderwaytoadd100,000GPUs—splitevenlybetweenNvidiaH100unitsandnext-generationH200chips—tofurtherboostitsprocessingpower.

MetaPlatformsisalsoinvestinginhardwareatanunprecedentedscale.Thefirmrecentlyrevealedtwoversionsofits24,000GPUdatacenter-scalecluster,whichwillsupportitsnext-generationAImodels.15WhileGPUclustersaresmallerthantraditionaldatacenters

today,thegrowingdemandforAIcomputingwillrequiremassiveinfrastructureexpansion.

Majortechnologycompanies-includingMeta,Amazon,Alphabet,andMicrosoft-aredrivingunprecedentedinvestmentinAI

infrastructure.Hyperscalersareprojectedtoinvestover$200billionincapitalexpenditures(CapEx)in2024,withthisfigureanticipatedtoapproach$250billionby2025.AlthoughnotallthisspendingisdirectlytiedtoAI,asignificantandincreasingportionisbeing

allocatedtoAIinfrastructure,reflectingitsgrowingstrategicimportance.16MicrosoftandOpenAIhavediscussedlaunchingasingle5GWdatacenterdedicatedtoAIworkloads,potentiallycostingover$100billion.17

Colocationproviders,definedascompaniesprovidingdata-centerrentalcapacitytolargecompanies,formacriticalpartofthebroaderdatacentermarketandarealsoexpandingtheirAI-focusedinfrastructureofferings.Equinix,aleaderinhyperscaleco-location,has

securednearly$15billiontofundthebuildoutofAIdatacentersintheUS.18Thisexpansionsupportsthedeliveryofinfrastructuretotrainanddeploylarge-scaleprivateAImodelstoEquinix’sclients,whichtendtobeFortune500companiesacrosssectorsbeyondtechnology.

ThegrowthofAIdatacentersin2025isexpectedtodrivedemandforancillaryproducts,includinglow-powerCPUs,memory,storagesystems,networkingcomponents,andcoolingandpowermanagementequipment.Forexample,coolingproductssupplierVertiv

witnessedrevenuegrowthof19%YoYinthethreemonthsofJulytoSeptember2024,raisingguidanceforthenext12months.

Additionally,GPUclustersareincreasinglyenergyintensive.Currently,datacentersconsumenearly1-1.5%ofglobalelectricityand

areprojectedtoaccountforover5%by2030.19Thistrendispromptinginvestmentsintechnologiessuchasnuclearpowerandenergyproductionlocatedneardatacenterfacilities,alongwiththermalandpowermanagementsolutions.

Trend3:ProprietaryModelsAreExpectedtoUnlockAIApplications

AsAIadoptionadvances,enterprisesareshiftingfromrelyingsolelyongeneral-purposeAImodelstodevelopingproprietaryLLMs.Byleveragingunique,proprietarydatasets,organizationsarecreatinghighlycustomizedAIsolutionstailoredtotheirspecificbusiness

needs.Thesesolutionsaimtoautomateworkflowsmoreeffectivelybyfine-tuningmodelsondomain-specificdata,resultingintoolsthataresignificantlymoreactionableandtask-oriented.

Thistrendisgainingmomentum,withrecentexamplesillustratingitsbroadapplicability:

—InfinancialservicesJPMorganChaseandBloombergarebothdevelopingLLMstrainedontheirownvastinternaldatasetstoimproveoperationalefficiencyanddecision-making,anddeliveruniqueinsights,analysis,andreporting.20,21

—Incybersecurity,companieslikePaloAloNetworksaretrainingtheirownLLMsthatcanassistsecurityprofessionalsbetter

detectandrespondtothreats.22ForfiscalQ42024,PaloAltodisclosedAIrelatedrecurringrevenuesofover$200million,upnearlyfourtimesonaYoYbasis,underscoringthedemandforAI-embeddedsolutions.23

—Indefense,PalantirrecentlysecuredawiderangeofcontractsforitsAI-enabledservices,includingacceleratingdeploymentondefenseandmilitary-specificAImodelsacrossdefenseapplications.24

ThistrendislikelytoaccelerateasthecostofAIinfrastructureisexpectedtocontinuetodecline.Whiletoday’ssystemsareoptimizedfortrainingworkloads,thenextgenerationisexpectedtofocusoninferencing,offeringgreaterefficiencyatafractionofthecurrent

cost.25

Forenterprises,thisevolutionunlockssignificantopportunities,includingpotentialforstreamlinedoperations,lowerexpenses,andnewrevenuestreams.AsorganizationsinvestinAIinanefforttomaintaintheircompetitiveedge,weexpectrobustdemandforsupportingtechnologieslikedatawarehousing,managementsystems,pipelines,andadvancedanalyticsplatforms.

Trend4:AIIsExpectedtoMakeitsWaytoMostEverydayDevices

SmartphonesareattheforefrontoftheAIdevicerevolution,withmajormanufacturerslikeAppleandSamsungintegratingadvancedAIfeaturesintotheirlatestproducts.Apple'sintroductionofAppleIntelligenceenhancestheuserexperiencethroughpersonalizedtools

suchasanupgradedSiri,whichnowleveragesbothproprietarylargelanguagemodelsandOpenAI'sGPT-4.Samsung'sGalaxyAIfocusesonpracticalapplicationslikereal-timelanguagetranslationandadvancedphotoeditingcapabilities.

Withtheglobalsmartphonemarketvaluedatroughly$500billionannually,theseinnovationsareexpectedtosparkasignificant

upgradecycleasusersreplaceolderdevicestoaccessthesenewAI-drivenfeatures.26Thisislikelytobenefitawiderangeof

componentsuppliersandvendorsin2025aswell.Themomentumalsoextendstopersonalcomputers.Bytheendof2025,AI-enabledPCsareprojectedtosellover114millionunits,upmorethan165%YoY.27

TheimpactofintegratingAIondevicesextendsfarbeyondsmartphones,impactingindustriesfromwearablesandmedicaldevicestoindustrialequipmentandhomeautomation.TheindustrialInternetofThings(IoT)market,forexample,isforecasttogrowata

compoundannualgrowthrate(CAGR)of23%,reaching$1.7trillionby2030.28IncorporatingAIchipsetsdirectlyintoindustrial

equipmentofferssubstantialbenefits,suchaslocalprocessinganddatacapture,andenhancedsecuritybyminimizingtheneedto

senddatatothecloudforprocessing.CompanieslikeQualcommarealreadyexperiencingsignificantrevenuegrowthintheirIndustrial&IoTsegments,highlightingtheincreasingdemandforAIacrossdiverseapplications.29

Webelievetheseupgradesarecriticalforfurtheroptimizingmanufacturingprocesses,improvingautomation,andreducing

inefficiencies.AsAIcapabilitiesexpandacrossdevices,theycanfundamentallytransformhowconnectedsystemsoperate,makingthemmoreefficient,responsive,andsecure.

Trend5:DealActivityandM&ALikelytoPickUp

AIisdrivingsignificantmergersandacquisitions(M&A)activityacrosstheU.S.techsector.RecentnotableM&A,announcedandcompleted,include:

—HewlettPackardEnterprise’s(HPE)$14.3billionacquisitionofJuniperNetworksaimedatexpandingitsAIinfrastructure

capabilities,particularlyindatacenternetworkingsolutions.30Thedealunderscoreshardware’sincreasinglyfoundationalroleforAI'sfuturegrowth.

—Nvidiahasaccelerateditsacquisitionstrategy,completingfivedealsin2024–itsmostactiveyearinfiveyears.Key

purchasesincludeRun,aGPUorchestrationsoftwareprovider,for$700million,andOctoAI,anenterprise-AIinferencingplatform,for$250million.TheseacquisitionsreflectNvidia'spushintoenterprise-gradeAIsolutions.

MajorcloudprovidersarealsomakingstrategicAIinvestments.Amazoncommittedupto$4billiontoAnthropictoenhanceAWS'sAIcapabilities,whileMicrosoft's$14billioninvestmentinOpenAIcontinuestoshapeitscloudinfrastructurestrategy.31

Thismomentumisexpectedtocontinueinto2025,ascompaniesacrossthetechlandscape,fromhardwaretosoftware,looktocapitalizeontherapidlyevolvingAIspace.ThenewU.S.administrationisalsoexpectedtoremainfriendlytoM&A.32

AsAIusecasesexpandacrossindustries,companiesthatowncriticaldistributionchannels,data,andproprietaryrelationshipsinnichemarketsarebecomingincreasinglyattractiveacquisitiontargets.WithtechvaluationslevelingoffandtheneedforAIsolutions

intensifying,cloudcomputing,inparticular,couldseeasurgeindeal-makingactivityintheyearahead.

TheAIdealmomentumisextendingtopublicmarkets.CerebrasSystems,knownforitsAIinferencingchips,hasfiledforwhatcouldbea$20billionIPO.33CoreWeave,aGPU-as-a-serviceprovider,issimilarlytargeting2025forapotentialpublicoffering.34ThesemovessignalstronginvestorappetiteforAIinfrastructureplays.

Conclusion:TransformativeandReadyforUse

SignificantchangesareunderwayinthetechnologyindustryduetoAI.TherapidgrowthofcompanieslikeOpenAIandAnthropic

highlightshowquicklyAIsolutionsaregainingtraction,withnotablerevenueincreasesreflectingstrongmarketdemand.More

enterprisesareexpectedtoinvestinAIinfrastructuretomeettheirspecificneeds,particularlyascustommodeldevelopmentpicksuppaceandnewrevenueopportunitiesmaterialize.Monetizationisnowevidentacrosstheecosystem-fromcloudcomputinganddatacenterstoAI-enhancedapplications-drivingasurgeinstrategicacquisitionsascompaniesseektostrengthentheircompetitive

positions.Withclearrevenuemomentumandexpandingusecases,webelieveAIremainsacompellinginvestmentthemefor2025.

RelatedETFs

AIQ–GlobalXArtificialIntelligenceandTechnologyETF

SNSR–GlobalXInternetofThingsETF

DTCR–GlobalXDataCenter&DigitalInfrastructureETF

Clickthefundnameabovetoviewcurrentperformanceandholdings.Holdingsaresubjecttochange.Currentandfutureholdingsaresubjecttorisk.

Footnotes

1.Axios.(2024,October30).MicrosoftsaysAIisonpacetobea$10billion-a-yearbusiness

2.CNBC.(2024,November02).Google’scloudoutpacesrivalsinthirdquarterasAIbattleheatsup

3.MetaPlatforms.(2024,October30).MetaReportsThirdQuarter2024Results

4.Reuters.(2024,October3).OpenAIcloses$6.6billionfundinghaulwithinvestmentfromMicrosoftandNvidia

5.GlobalXForecasts,withinformationderivedfromReuters.(2024,October3).OpenAIcloses$6.6billionfundinghaulwithinvestmentfromMicrosoftandNvidia,andTanayJaipuria.(2024,September30).OpenAIandAnthropicRevenueBreakdown

6.PYMNTS.(2024,September24).AnthropicRevenueReportedlySettoJumpto$1BillionThisYear

7.Mint.(2024,September27).Accenture’sGenAIbetspayoffwith$3bninbookings

8.Forbes.(2024,March5).ServiceNowIsPoisedtoQuantifyItsGenerativeAIRevenue

9.Reuters.(2024,September10).OraclesharesjumpasAIpushperksupclouddemand

10.Equinix.(2024,October30).EquinixReportsThird-Quarter2024Results.

11.MetaPlatforms.(2024,October30).MetaReportsThirdQuarter2024Results.

12.AmazonAds.(2024,September18).Fromunderthehoodtofrontandcenter—howAIischangingtheadexperience

13.ServeTheHome.(2024,October28).Insidethe100KGPUxAIColossusClusterthatSupermicroHelpedBuildforElonMusk

14.Ibid.

15.DataCenterDynamics.(2024,March12).Metarevealsdetailsoftwonew24kGPUAIclusters

16.Bloomberg.(2024,October31).TechGiantsAreSettoSpend$200BillionThisYearChasingAI

17.ArsTechnica.(2024,September25).OpenAIaskedUStoapproveenergy-guzzling5GWdatacenters,reportsays.

18.Equinix.(2024,October01).EquinixAgreestoFormGreaterThan$15BJVtoExpandHyperscaleDataCentersintheU.S.andSupportGrowingAIandCloudInnovation

19.Mackinsey.(2024,September).GlobalEnergyPerspective2024

20.CIODive.(2024,September11).JPMorganChasetoequip140KworkerswithgenerativeAItool

21.ARXIV.(2023,December21).BloombergGPT:ALargeLanguageModelforFinance

22.CybersecurityDive.(2023,June21).CyberCEOsareall-inongenerativeAI

23.Forbes.(2024,September26).CybersecurityStocksSeeingEarlyAIGains

24.Bloomberg.(2024,September24).PalantirWins$100MillionUSContractforAITargetingTech

25.A16z.(2024,November12).WelcometoLLMflation–LLMinferencecostisgoingdownfast

26.StatistaIntelligence.(n.d.)AccessedonNovember18,2024.GlobalSmartphoneMarket.

27.Gartner.(2024,September25).GartnerForecastsWorldwideShipmentsofAIPCstoAccountfor43%ofAllPCsin2025.

28.GrandviewResearch.(n.d.).IndustrialInternetofThingsMarketTrends,accessedonNovember15,2024.

29.Qualcomm.(2024,November6).QualcommAnnouncesFourthQuarterandFiscal2024Results

30.JuniperNetworks.(2024,September1).HPEtoAcquireJuniperNetworkstoAccelerateAI-DrivenInnovation

31.AmazonBlog.(2024,March27).AmazonandAnthropicdeepentheirsharedcommitmenttoadvancinggenerativeAI.

32.Bloomberg.(2024,November6).M&AWatchersExpectTrumptoFanFlamesofDealmaking.

33.Cerebras.AI.(2024,September30).CerebrasSystemsAnnouncesFilingofRegistrationStatementforProposedInitialPublicOffering.

34.Bloomberg.(2024,October5).CoreWeavePicksMorganStanley,Goldman,JPMorganforIPO

Thismaterialrepresentsanassessmentofthemarketenvironmentataspecificpointintimeandisnotintendedtobeaforecastof

futureevents,oraguaranteeoffutureresults.Thisinformationisnotintendedtobeindividualorpersonalizedinvestmentortaxadvicea

溫馨提示

  • 1. 本站所有資源如無特殊說明,都需要本地電腦安裝OFFICE2007和PDF閱讀器。圖紙軟件為CAD,CAXA,PROE,UG,SolidWorks等.壓縮文件請下載最新的WinRAR軟件解壓。
  • 2. 本站的文檔不包含任何第三方提供的附件圖紙等,如果需要附件,請聯系上傳者。文件的所有權益歸上傳用戶所有。
  • 3. 本站RAR壓縮包中若帶圖紙,網頁內容里面會有圖紙預覽,若沒有圖紙預覽就沒有圖紙。
  • 4. 未經權益所有人同意不得將文件中的內容挪作商業或盈利用途。
  • 5. 人人文庫網僅提供信息存儲空間,僅對用戶上傳內容的表現方式做保護處理,對用戶上傳分享的文檔內容本身不做任何修改或編輯,并不能對任何下載內容負責。
  • 6. 下載文件中如有侵權或不適當內容,請與我們聯系,我們立即糾正。
  • 7. 本站不保證下載資源的準確性、安全性和完整性, 同時也不承擔用戶因使用這些下載資源對自己和他人造成任何形式的傷害或損失。

評論

0/150

提交評論