2024 全球6G技术大会 -10.0A GPT and Communication.docx

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2024-04-25 发布于北京
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2024 全球6G技术大会 -10.0A GPT and Communication.docx

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ExecutiveSummary

Drivenbythejointeffortofkeytechnologiessuchasbigdataandcloudcomputing,asizablenumberofthegenerativepre-trainedtransformer(GPT)largemodels,representedbyChatGPT,haveemerged,showinghighlycreativecontentgenerationcapabilitiesandprovidinghighlyintelligenthuman-computerinteractionexperience.Foralongtime,therehavebeenmanytechnicalproblemsincommunicationthataredifficulttomodelaccuratelyorsolveefficientlyusingtraditionalmethods.Meanwhile,GPTdemonstratesthepotentialtoimprovetheperformanceofinformationcommunicationservicesandintelligentautonomousnetworks.Inaddition,therapiddevelopmentandbroadapplicationsofGPTalsoneedtobesupportedbyacommunicationnetworkwithlargebandwidth,lowlatency,and

highreliability.

Therefore,fromtheperspectiveofcommunicationpractitioners,thiswhitepaperexplorestheinterrelationshipbetweenGPTandcommunication.Firstly,Chapter1sketchestheconcept,developmentprocess,andresearchstatusofGPTlargemodels.Secondly,Chapter2discussesthenewapplicationsofGPTinthecommunicationindustry,andthepositionofGPTinnetworkintelligentautonomy.Thirdly,Chapter3exploreshowthecommunicationnetworksenablethebroadapplicationsofGPT,andgivesatypicalideaoffuturenetworkdesign.Moreover,Chapter4analyzestheprocessofGPTandcommunicationfromindependentevolutiontocollaborativedevelopment,aswellasapplicationsof“6G+GPT”empoweringthedigitaltransformationofindustries.Inaddition,Chapter5pointsoutthefivemostobviousproblemsandchallengesintheintegrationprocessof“GPT+Communication”andprovidessomesolutions.Subsequently,Chapter6putsforwardseveralsuggestionsonhowGPTandthecommunicationindustrycandeveloptogether,aswellasthe