人工智能英语简明词典

人工智能专业英语简明词典（张强华司爱侠编）人工智能专业英语简明词典（张强华司爱侠编）PAGEPAGE1人工智能英语简明词典（张强华司爱侠编）单词篇单词中文意思英文解释英语例句abilityn.能力，资格；能耐，才能ThecapacityofanAIsystemtoperformspecifictasksorfunctionseffectively.ThenewAImodeldemonstratesimprovedabilitytorecognizehandwrittencharacters.abnormaladj.异常的Deviatingfromtheusualorexpectedpattern,oftenreferringtodatapointsorbehaviorsthatarenottypicalinAIsystems.Thealgorithmflagsabnormaltransactionsforfurtherinvestigationbyfraudanalysts.abstractionn.抽象；抽象化；抽象概念Theprocessofsimplifyingcomplexsystemsbyfocusingonessentialfeatureswhileignoringirrelevantdetails,usedinAImodeldesign.Abstractionhelpsinreducingthecomplexityofneuralnetworkarchitectures.acceleratev.加快，加速Toincreasethespeedofacomputationalprocess,suchastraininganAImodel.UsingGPUscansignificantlyacceleratethetrainingofdeeplearningmodels.accessn.&v.访问ToretrieveorobtaindataorinformationfromastoragelocationforAIprocessing.Themodelneedstoaccessthetrainingdatasetfromthecloudserver.accommodatevt.容纳；使适应ToadjustoradaptanAIsystemtohandlenewconditions,data,orrequirements.Theflexibleframeworkcanaccommodatevarioustypesofinputdataformats.accountabilityn.定制TheresponsibilityofAIsystemsandtheirdevelopersforthedecisionsandactionstakenbythesystem.EnsuringaccountabilityinAIiscrucialforbuildingtrustinautonomousvehicles.accurateadj.精确的，准确的；正确无误的DescribinganAIsystemthatproducesresultsclosetothetrueorexpectedvalues.TheweatherpredictionAIhasbecomemoreaccuratewiththeinclusionofadditionalsensors.人工智能专业英语简明词典（张强华司爱侠编）actionn.手段AmovementoroperationperformedbyanAIsystemoranautonomousagentbasedonitsdecisions.Therobottooktheappropriateactiontoavoidcollisionwiththeobstacle.actuatorn.执行器AdevicethatconvertselectricalsignalsfromanAIsystemintophysicalmovement,usedinrobotics.TheAIcontrollersendssignalstotheactuatorstomovetherobot'sarm.adaptationn.适配TheabilityofanAIsystemtoadjustitsbehaviororparametersbasedonnewexperiencesorchangesintheenvironment.Thereinforcementlearningagentshowsgoodadaptationtodynamicgameenvironments.adjustmentn.调整ThemodificationofparametersorsettingsinanAImodeltoimproveperformance.Minoradjustmentstothelearningrateledtobettermodelconvergence.admissibilityn.可容许性，可接受性Apropertyofaheuristicfunctioninsearchalgorithmswhereitneveroverestimatesthetruecosttoreachagoal.TheadmissibilityoftheheuristicensuresthattheA*algorithmfindstheoptimalpath.adoptionn.采用TheintegrationanduseofAItechnologiesinvariousindustriesorapplications.TheadoptionofAIchatbotshasrevolutionizedcustomerserviceinmanycompanies.agentn.vt.由…作adj.n.智能体，智能代理AnautonomousentityinAIthatperceivesitsenvironmentandactstoachievespecificgoals.Asoftwareagentcanmonitornetworktrafficandtakecorrectiveactionsautonomously.aidvt.n.助手；辅助设备Toassistcapabilities.orsupporthumantasksthroughAIAI-poweredtoolsaidradiologistsindetectingearlysignsofcancerinmedicalimages.algorithmn.算法Astep-by-stepprocedureorsetofrulesusedbyAIsystemstosolveproblemsorprocessdata.ThesortingalgorithmefficientlyorganizeslargedatasetsforAItraining.ambiguityn.模糊性；含糊；歧义Thepresenceofmultiplepossibleinterpretationsormeaningsindata,especiallyinnaturallanguageprocessing.ResolvingambiguityinuserqueriesisakeychallengeinconversationalAI.analyzevt.分析ToexaminedataorinformationsystematicallyusingAItechniquestoderiveinsightsorpatterns.Thesystemcananalyzecustomerfeedbacktoidentifycommoncomplaints.annealn.退火vt.使退火Insimulatedannealing,aprocesswherethetemperatureisgraduallyreducedtofindoptimalsolutionsinAIoptimizationproblems.Thealgorithmusesastrategytoannealthesearchspace,avoidinglocaloptima.anticipatev.预见，预测；期待，盼望TopredictorforeseefutureeventsoruserneedsusingAImodels.Recommendersystemsanticipateuserpreferencesbasedonpastbehavior.argumentn.论据，理由，论点AvalueorpieceofdatapassedtoafunctionormodelinAIprogramming.Themodel'spredictmethodtakestheinputfeaturesasanargument.assessmentn.评估TheevaluationofanAIsystem'sperformance,reliability,oreffectiveness.RegularassessmentoftheAImodelensuresitmeetstherequiredaccuracystandards.attentionn.注意，注意力AmechanisminAImodels(e.g.,transformers)thatfocusesonspecificpartsofinputdatawhenprocessing.Theattentionlayerinthemodelhighlightsimportantwordsinthesentencefortranslation.人工智能专业英语简明词典（张强华司爱侠编）attractvt.吸引；引起…的好感（或兴趣）vi.具有吸引力；引人注意InAIoptimization,thetendencyofasolutiontodrawotherpotentialsolutionstowardit.Theoptimalpointinthelossfunctionattractsthemodel'sparametersduringtraining.augmentv.增强ToenhanceorincreasethequantityorqualityofdatausingtechniqueslikedataaugmentationinAI.Weaugmentthetrainingimagesbyrotatingandflippingthemtoimprovemodelgeneralization.automationn.自动化（技术），自动操作TheuseofAIsystemstoperformtaskswithouthumanintervention.FactoryautomationusingAI-poweredrobotshasincreasedproductionefficiency.autonomouslyadv.自主地Actingindependentlywithoutexternalcontrol,akeyfeatureofautonomousAIsystems.ThedronenavigatesautonomouslythroughcomplexterrainsusingAIalgorithms.autoregressiveadj.自回归的Atypeofmodelthatpredictsthenextvalueinasequencebasedonpreviousvalues,usedinlanguagemodels.GPTmodelsareautoregressive,generatingtextonetokenatatime.availabilityn.可用性；可获得性ThestateofanAIsystembeingaccessibleandreadytoperformtaskswhenneeded.EnsuringhighavailabilityoftheAIchatbotiscriticalfor24/7customersupport.backendn.后端Theserver-sidecomponentofanAIsystemthathandlesdataprocessingandmodelexecution.Thebackendoftheapplicationrunsthemachinelearningmodeltoprocessuserrequests.backgroundn.背景TheunderlyingdataorcontextthatanAIsystemusestoinformitsdecisions,oftennotexplicitlyfocusedon.Themodelconsidersthebackgroundinformationofuserstopersonalizerecommendations.back-propagationn.反向传播Atrainingalgorithmforneuralnetworksthatcalculatesgradientsbypropagatingerrorsbackwardthroughthenetwork.Back-propagationisessentialforupdatingtheweightsofaneuralnetworkduringtraining.backupn.&v.备份Acopyofdataormodelsstoredtopreventloss,importantforAIsystemreliability.Regularbackupsofthetrainedmodelensurewecanrestoreitifcorruptionoccurs.bandwidthn.带宽TheamountofdatathatcanbetransmittedorprocessedbyanAIsysteminagiventime.Highbandwidthisrequiredforreal-timeprocessingofvideostreamsincomputervisionsystems.baselinen.基线AreferencepointorinitialmodelperformanceusedtocompareagainstnewimprovementsinAI.Thebaselineaccuracyofthemodelis85%,andweaimtoimproveitby5%.biasn.偏差AsystematicerrorinanAImodelthatleadstounfairorinaccuratepredictions,oftenduetoskewedtrainingdata.Themodelshowedgenderbiasinhiringrecommendations,favoringmalecandidates.bidirectionaladj.双向的Referringtomodels(e.g.,bidirectionalRNNs)thatprocessdatainbothforwardandbackwarddirections.BidirectionalLSTMsareeffectivefortaskslikenamedentityrecognition,astheyconsidercontextfrombothsides.bottleneckn.瓶颈ApointinanAIsystemwheredatafloworprocessingisrestricted,limitingoverallperformance.Thesmallhiddenlayerbecameabottleneck,reducingthemodel'sabilitytocapturecomplexpatterns.browsern.浏览器AsoftwareapplicationusedtoaccessandinteractwithAI-poweredwebservicesortools.UserscantesttheAIchatbotdirectlythroughtheirwebbrowser.calculationn.计算TheprocessofcomputingvaluesorresultsusingAIalgorithms,ofteninvolvingcomplexmathematics.Themodelperformsmillionsofcalculationspersecondtogeneratepredictions.人工智能专业英语简明词典（张强华司爱侠编）capabilityn.能力，性能TherangeoftasksorfunctionsthatanAIsystemcanperform.ThenewAIplatformhasenhancedcapabilitiesfornaturallanguageunderstandingandimagerecognition.capturevt.&n.捕获，捕捉Tocollectorrecorddata,patterns,orfeaturesfrominputforuseinAImodels.ThesensorcapturesenvironmentaldatathatisfedintotheAIsystemforanalysis.certificationn.认证，证书TheprocessofverifyingthatanAIsystemmeetsspecificstandardsorrequirements.TheAImedicaldevicereceivedcertificationforitsaccuracyindiagnosingcertainconditions.characteristicn.特征adj.典型的Adistinguishingfeatureorattributeofdata,usedbyAImodelstomakepredictions.Colorandshapeareimportantcharacteristicsfortheimageclassificationmodel.chatbotn.聊天机器人AnAIsystemdesignedtosimulateconversationwithhumanusers,oftenusingNLP.Thecustomerservicechatbotanswersfrequentlyaskedquestionsinrealtime.checkvt.检查，核对Toverifyorvalidatedata,outputs,orprocessesinanAIsystemforaccuracyorerrors.Thesystemrunsacheckontheinputdatatoensureitmeetstherequiredformat.chipn.芯片Asemiconductordevice(e.g.,CPU,GPU)thatpowersthecomputationofAImodels.ThenewAIchipdeliversfasterprocessingspeedsfordeeplearningworkloads.circumstancen.环境，境遇AparticularconditionorsituationthataffectsthebehaviorofanAIsystem.TheAIadjustsitsrecommendationsbasedontheuser'scurrentcircumstances,suchaslocation.classificationn.分类；类别AtypeofAItaskwheredataiscategorizedintopredefinedclassesorlabels.Spamdetectionisacommonclassificationtask,separatingemailsinto"spam"and"non-spam."clickv.&n.点击Anactionofselectinganitemonauserinterface,oftentrackedasdatafortrainingAIsystems.Userclicksonproductlinksareusedtotraintherecommendationengine.clustern.集群Agroupofsimilardatapointsidentifiedbyclusteringalgorithmsinunsupervisedlearning.Thealgorithmgroupedcustomersintothreeclustersbasedontheirpurchasingbehavior.cognitionn.认识，认知Thementalprocesses(e.g.,learning,reasoning)thatAIsystemsaimtosimulate,mimickinghumanthinking.AIresearchfocusesonadvancingmachinecognitiontohandlecomplexdecision-makingtasks.collaborationn.合作，协作TheinteractionbetweenAIsystemsandhumansorothersystemstoachieveacommongoal.Human-AIcollaborationinhealthcareimprovesdiagnosticaccuracyandtreatmentplanning.collectv.收集TogatherdatafromvarioussourcesfortrainingorfeedingintoAImodels.TheappcollectsuserbehaviordatatotrainitspersonalizationAI.combinationn.结合；联合体TheintegrationofmultipleAItechniquesormodelstoenhanceperformance.Thesolutionusesacombinationofmachinelearningandrule-basedsystemsforbetterpatibilityn.兼容性TheabilityofdifferentAIsystems,tools,ordataformatstoworktogether.ThenewsoftwareensurescompatibilitywithexistingAIframeworkslikeTensorFlowandPyTpetitivenessn.竞争力TheabilityofanAIsystemtoperformbetterthanalternativesinaspecifictask.The AI-powered product gained marketcompetitivenessduetoitssuperiorplementarityn.互补性ThepropertywheredifferentAIcomponentsormodelsenhanceeachother'sstrengths.ThecomplementarityofNLPandcomputervisionallowsthesystemtoprocessbothtextandplexityn.复杂度，复杂性ThedegreeofintricacyinanAImodel,data,orproblem,affectingdevelopmentandperformance.Thecomplexityoftheneuralnetworkincreasedwithmorelayers,improvingitspredictiveponentn.组件ApartormoduleofanAIsystem,suchasaneuralnetworklayerordatapreprocessingunit.Thefeatureextractioncomponentofthemodelidentifieskeypatternsintheinputdata.人工智能专业英语简明词典（张强华司爱侠编）conceptn.观念，概念；观点；思想AnabstractideaorcategorythatanAImodellearnstorecognizeorrepresent.Themodelstruggleswiththeconceptof"fairness"asit'shighlycontext-dependent.conceptualizationn.化为概念，概念化TheprocessofformingabstractconceptsorideasinanAIsystem,oftenthroughlearningfromdata.Conceptualizationofuserintentiscrucialforeffectivenaturallanguageunderstanding.conclusionn.结论；断定，决定；推论AdecisionorresultreachedbyanAImodelafterprocessingdata.Themodel'sconclusionwasthatthepatienthasahighriskofdevelopingthedisease.configurev.配置TosetuporadjusttheparametersofanAIsystemforspecifictasksorenvironments.UserscanconfiguretheAItooltoprioritizespeedoveraccuracyforreal-timeapplications.congestionn.拥塞，拥堵AsituationwheredatafloworprocessinginanAIsystemisoverloaded,causingdelays.Network congestionaffectedthereal-timeperformanceoftheAImonitoringsystem.connectionn.连接Alinkbetweenneuronsinaneuralnetwork,representedbyweightsthattransmitsignals.Strengtheningtheconnectionsbetweenlayersimprovedthenetwork'sabilitytolearncomplexfeatures.consciousnessn.意识，观念；知觉Thestateofself-awareness,atraitnotyetachievedbycurrentAIsystems,oftendebatedinAIethics.CurrentAIlacksconsciousness,asitoperatesbasedonpatternsratherthanself-awareness.considerationn.考虑，考察；照顾，关心AfactororaspecttakenintoaccountbyanAIsystemwhenmakingdecisions.Therecommendationenginetakesuserpreferencesandbudgetintoconsideration.consistencyn.一致性；符合；前后一致ThepropertyofanAIsystemproducingsimilarresultsforsimilarinputsovertime.ModelconsistencyisimportantinmedicalAItoensurereliablediagnosesacrossdifferentcases.consumevt.消耗，消费Touseupresources(e.g.,data,computingpower)intheoperationofanAIsystem.Traininglargelanguagemodelsconsumessignificantamountsofenergyandcomputingresources.contactn.接触vt.使接触；与…联系vi.联系，接触InteractionbetweenanAIsystemandusersorothersystems,oftenthroughinterfaces.Thechatbotinitiatescontactwithuserstofollowupontheirpreviousinquiries.continuityn.连续性；持续性TheunbrokenflowofoperationordataprocessinginanAIsystem.EnsuringcontinuityofserviceiscriticalforAI-poweredfinancialtradingplatforms.controln./v.控制TheabilityofanAIsystemtoregulateormanageTheAIcontrolleradjuststhetemperatureintheprocesses,devices,orothersystems.buildingbasedonoccupancyandweather.convergevi.收敛TheprocessbywhichanAImodel'strainingstabilizes,withlossvaluesreachingaminimum.Themodelstartedtoconvergeafter50epochs,withminimalchangesinaccuracy.conversationn.对话，交谈，谈话AnexchangeofmessagesbetweenauserandanAIchatbotorvirtualassistant.TheAIengagesinnaturalconversationswithusers,answeringquestionsandprovidingsupport.convolutionn.卷积AmathematicaloperationinCNNsthatextractsfeaturesfrominputdatabyslidingfiltersoverit.Convolutionlayersinthemodeldetectedgesandtexturesinimages.corpusn.语料库Alargecollectionoftextordatausedtotrainnaturallanguageprocessingmodels.Themodelwastrainedonadiversecorpusofbooks,articles,andwebsites.correlationn.相关性Astatisticalrelationshipbetweenvariables,usedbyAImodelstoidentifypatterns.Thealgorithmfoundastrongcorrelationbetweenuserengagementandproductrecommendations.crucialadj.关键性的，极其显要的；决定性的ExtremelyimportantoressentialforthesuccessofanAIsystemortask.High-qualitylabeleddataiscrucialfortrainingaccuratemachinelearningmodels.damagen.损害，损毁；赔偿金v.损害，毁坏HarmorimpairmenttoanAIsystem,data,ormodel,oftenduetoerrorsorattacks.AdatabreachcauseddamagetotheAImodel'strainingdataset,affectingitsperformance.databasen.数据库AstructuredcollectionofdatausedbyAIsystemsfortraining,validation,orinference.TheAIqueriesadatabaseofmedicalrecordstoassistdoctorsindiagnosis.人工智能专业英语简明词典（张强华司爱侠编）data-drivenadj.数据驱动的DescribingAIsystemsthatmakedecisionsorlearnpatternsbasedondataratherthanrules.Thecompanyusesadata-drivenapproach,relyingonAItoanalyzecustomerdataforinsights.data-nativeadj.原生数据的Designedfromthegrounduptohandleandprocesslargevolumesofdata,characteristicofmodernAIsystems.Thedata-nativearchitectureoftheplatformallowsefficientprocessingofreal-timedatastreams.datasetn.数据集Acollectionofdatapointsusedtotrain,validate,ortestAImodels.TheresearchteamreleasedanewdatasetofsatelliteimagesforenvironmentalmonitoringAI.debugv.调试，排除故障ToidentifyandfixerrorsordefectsinAIcode,models,oralgorithms.Thedevelopersspenthoursdebuggingtheneuralnetworktoresolvethepredictioninaccuracies.decidevt.vi.决定；下决心Tomakeachoiceorjudgmentbasedonprocessingdata,akeyfunctionofAIsystems.TheautonomouscarusesAItodecidewhentobrakeoracceleratebasedonroadconditions.decodingn.解码Theprocessofconvertingencodeddata(e.g.,fromaneuralnetwork)intoausableoutput,suchastextorimages.Thedecoderinthetransformermodelhandlesthedecodingofhiddenrepresentationsintonaturallanguage.deepfaken.换脸术An AI-generated media (video, audio) thatconvincinglymimicsrealpeople,oftenusedmaliciously.DetectingdeepfakesisagrowingchallengeforAIresearchersandcontentmoderators.defectionn.缺点；缺陷AfailureordeviationfromexpectedbehaviorinanAIsystem.Thesuddendefectionofthemodel'spredictionlogicrequired紧急修复(urgentfixes).definitionn.定义；解释Aprecisedescriptionofaterm,concept,orfunctioninthecontextofAI.Thedefinitionof"fairness"inAIvariesdependingontheapplicationandethicalframework.de-identificationn.去标识化TheprocessofremovingoranonymizingpersonaldatafromdatasetstoprotectprivacyinAIsystems.De-identificationofpatientrecordsisrequiredbeforeusingthemtotrainmedicalAImodels.deletev.删除Toremovedata,files,ormodelparametersfromanAIsystemorstorage.TheusercandeletetheirdatafromtheAIplatformtoensureprivacy.delivervt.交付，递送Toprovideoroutputresults,predictions,orservicesfromanAIsystem.The AI model can deliver recommendationstousersonthee-commerceplatform.densityn.密度Theamountofdataorinformationpackedintoagivenspaceorunit,relevantforAIdataprocessing.Highdatadensityinimagesallowscomputervisionmodelstoextractmoredetailedfeatures.designv.&n.设计Theprocessofcreatingthestructure,architecture,orcomponentsofanAIsystem.Thedesignofthereinforcementlearningagentfocusesonmaximizinglong-termrewards.detailn.细节；详述AspecificpieceofinformationorfeatureconsideredbyanAImodel.Theobjectdetectionmodelcanidentifysmalldetailsinimages,suchastinydefectsinproducts.detectvt.检测，发现Toidentifyorrecognizepatterns,objects,oranomaliesindatausingAIalgorithms.TheAIsystemcandetectearlysignsofequipmentfailureinindustrialmachinery.developern.开发者Apersonwhocreates,builds,ormaintainsAIsystems,models,orapplications.AIdevelopersuseframeworkslikePyTorchtoimplementandtrainmachinelearningmodels.人工智能专业英语简明词典（张强华司爱侠编）diagnosevt.诊断；判断vi.做出诊断ToidentifyordeterminethecauseofaproblemorconditionusingAI,ofteninhealthcare.TheAItoolhelpsdoctorsdiagnoseskindiseasesbyanalyzingimagesoflesions.digitalizationn.数字化Theconversionofinformationintodigitalform,enablingprocessingbyAIsystems.ThedigitalizationofhistoricalrecordsallowedAItoanalyzecenturiesofdataforresearch.dimensionalityn.维度Thenumberoffeaturesorvariablesinadataset,akeyconsiderationinAImodeldesign.DimensionalityreductiontechniqueslikePCAhelpsimplifydataforbettermodelperformance.discreteadj.分离的，不相关联的Describingdataorvariableswithdistinct,separatevalues(e.g.,categories)ratherthancontinuousranges.Themodelpredictsdiscreteoutcomes,suchaswhetheracustomerwillchurnornot.disposev.处理，处置；安排Todiscardormanagedata,models,orresourcesinanAIsystem,oftensecurely.OrganizationsmustproperlydisposeofsensitivedatausedinAItrainingtocomplywithregulations.disruptionn.智能体，智能代理AsignificantchangeordisturbancecausedbyAItechnologyinindustriesorprocesses.AIhascauseddisruptioninthetransportationindustry,withtheriseofautonomousvehicles.dissonancen.不一致，不和谐Alackofconsistencyorharmonybetweendata,predictions,orcomponentsinanAIsystem.Thedissonancebetweentrainingdataandreal-worlddataledtopoormodelperformance.distinguishv.区分Torecognizeordifferentiatebetweensimilarobjects,patterns,orconceptsinAItasks.Themodelcandistinguishbetweendifferentspeciesofbirdsbasedontheirplumageandbeaks.distributevt.分配，散布；散发，分发Tospreadorallocatedata,processing,ormodelcomponentsacrossmultiplesystemsordevices.DistributedtrainingallowslargeAImodelstobetrainedacrossmultipleGPUsefficiently.documentationn.文档WrittenmaterialsthatdescribeanAIsystem,itsdesign,usage,orfunctionality.ComprehensivedocumentationhelpsdevelopersunderstandhowtoimplementtheAIAPI.downloadv.&n.下载Toretrievedata,models,orsoftwarefromaremoteservertoalocaldeviceforAIuse.Userscandownloadthepre-trainedmodelandfine-tuneitontheirspecificdataset.downtimen.停工期AperiodwhenanAIsystemisunavailableornotfunctioning,affectingitsreliability.ScheduledmaintenancereducedtheAIplatform'sdowntimeby50%lastquarter.duplicatev.重复Anidenticalcopyofdata,models,orcodeinanAIsystem,whichcancauseinefficiencies.Removingduplicateentriesfromthedatasetimprovedthemodel'strainingefficiency.dynamicadj.动态的Changingoradaptingovertime,describingAIsystemsthatadjusttonewdataorconditions.DynamicpricingalgorithmsuseAItoadjustproductpricesbasedondemandandcompetition.efficiencyn.有效性；有效，有力TheabilityofanAIsystemtoperformtaskswithThenewalgorithmimprovesefficiency,reducingminimalwasteofresources(e.g.,time,energy).trainingtimeby30%withoutlosingaccuracy.embedv.嵌入Toconvertdata(e.g.,text,images)intonumericalvectors(embeddings)forprocessingbyAImodels.ThemodelusesBERTtoembedwordsintohigh-dimensionalvectorsthatcapturesemanticmeaning.emergevi.出现，浮现，涌现TobecomeapparentordevelopasaresultofAIprocessingorlearning.NewpatternsemergedfromthedataastheAIanalyzedyearsofcustomerbehavior.encodevt.译成密码；编码Toconvertdataintoaspecificformat(e.g.,numericalrepresentations)forprocessingbyAImodels.Theencoderconvertsinputtextintoahiddenrepresentationthatthedecoderusestogenerateoutput.encodern.编码器AcomponentofanAImodel(e.g.,intransformers)thatprocessesinputdataandconvertsitintoalatentrepresentation.Theimageencoderinthemodelextractsfeaturesfromrawpixeldata.encryptionn.加密TheprocessofsecuringdatausedbyAIsystemsbyconvertingitintoacodetopreventunauthorizedaccess.AlldatatransmittedtoandfromtheAIserverisprotectedbystrongencryption.enginen.引擎，发动机ThecorecomponentofanAIsystemthatperformsthemain processing or computation, e.g., arecommendationengine.ThesearchengineusesAItorankresultsbasedonrelevanceanduserintent.enhancevt.提高，增加；加强Toimproveorincreasethequality,performance,orcapabilitiesofanAIsystem.Transferlearningcanenhanceamodel'sperformancebyleveragingpre-trainedknowledge.人工智能专业英语简明词典（张强华司爱侠编）environmentn.环境ThecontextorsettinginwhichanAIsystemoperates,includingdata,users,andexternalfactors.Thereinforcementlearningagentinteractswithasimulatedenvironmenttolearnoptimalactions.equipv.配备ToprovideanAIsystemwithtools,data,orcapabilitiesneededforaspecifictask.TherobotisequippedwithAI-poweredsensorstonavigateandinteractwithitssurroundings.establishv.建立TosetuporcreateanAIsystem,model,orprocess,oftenwithspecificgoals.Theteamaimstoestablishanewbenchmarkforaccuracyinnaturallanguageunderstanding.estimatevt.估计，估算；评价TocalculateorpredictavalueoroutcomeusingAImodels,oftenwithsomeuncertainty.TheAIestimatesthecostofaconstructionprojectbasedonhistoricaldataandcurrentparameters.evidencen.vt.证实DataorinformationusedbyanAIsystemtosupportitspredictionsordecisions.Themodelprovidesevidencefromtheinputdatatoexplainitsdiagnosistodoctors.exabyten.艾字节（1EB=1024PB）Aunitofdigitalinformation(1billiongigabytes),usedtodescribelargedatasetsinAI.Traininglargelanguagemodelscanrequireprocessingmultipleexabytesoftextdata.exercisevi.n.运用TotestorutilizeanAIsystem'scapabilitiesthroughpracticeoroperation.Theresearchersexercisethemodelwithedgecasestoevaluateitsrobustness.exitn.出口，退出vi.离开；退出ToterminateorendtheoperationofanAIsystem,process,orfunction.Themodelwillexitthetraininglooponcethedesiredaccuracyisachieved.expectationn.期待；预期ApredictedoutcomeorresultthatanAIsystemisdesignedtomeetorexceed.TheAI'sperformancemettheteam'sexpectations,achieving92%accuracyonthetestset.experimentn.实验，试验；尝试vi.做实验AcontrolledtestortrialofanAImodel,algorithm,orapproachtoevaluateperformance.Thelabconductedexperimentscomparingdifferentneuralnetworkarchitecturesforimagerecognition.expertisen.专门知识或技能；专家的意见；专家评价SpecializedknowledgeorskillsthatanAIsystemisdesignedtomimicorprovide,e.g.,medicalexpertise.TheAIadvisoroffersfinancialexpertise,helpingusersmakeinvestmentdecisions.explanationn.解释；说明AjustificationorreasonprovidedbyanAIsystemforitspredictionsoractions,importantfortransparency.TheexplainableAItoolgeneratesexplanationsforitsloanapprovaldecisions,citingkeyfactors.exponentialadj.指数的，幂数的；越来越快的n.指数Growingorincreasingatanacceleratingrate,describingtheprogressofsomeAItechnologies.TheexponentialgrowthincomputingpowerhasenabledthedevelopmentoflargerAImodels.extractvt.提取；选取；获得Toretrieveorderiveusefulinformation,features,orpatternsfromdatausingAI.TheNLPmodelcanextractkeyentitieslikenamesanddatesfromunstructuredtext.factorn.因素，因子AvariableorelementthatinfluencesthebehaviororoutputofanAImodel.Userdemographicsareakeyfactorintherecommendationsystem'spredictions.feedvt.馈送；向…提供ToprovidedataorinputtoanAImodelforprocessingortraining.Thesensorfeedsreal-timetemperaturedataintotheAIcontrollertoadjusttheHVACsystem.feedbackn.反馈InformationaboutanAIsystem'sperformanceoroutputs,usedtoimproveit(e.g.,userfeedback).Themodelusesfeedbackfromuserstorefineitsrecommendationsovertime.feedforwardn.前馈Describingneuralnetworks(e.g.,CNNs)wheredataflowsinonedirection,frominputtooutput.Feedforwardnetworksaresimplerthanrecurrentnetworksbuteffectiveformanyclassificationtasks.fine-tunev.微调Toadjustapre-trainedAImodelonaspecificdatasettoadaptittoanewtask.Wefine-tunedtheBERTmodelonourcustomersupportticketstoimpr