结合人与机器创造更可持续的人工智能技术.pdf

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1、PierrePierre-Olivier PATINOlivier PATINCTO,Applications&Cloud TechnologiesSogetiPaul LASSERREPaul LASSERREHead of GenAIpartnershipsAWSCombining Human&Machinefor more Sustainable AI TechnologyIntroductionIntellectualIntellectual capability ofcapability of humans,which is marked by complexhumans,which

2、 is marked by complex cognitivecognitive feats feats and high levels ofand high levels of motivationmotivation andand selfself-awarenessawarenessHumanHumanMachineMachineIntroductionComputers are programmed to“mimic”human behavior Computers are programmed to“mimic”human behavior using extensive data

3、from past examples of similar behaviorusing extensive data from past examples of similar behaviorHumanHumanMachineMachineCan you elaborateon X?GenerativeGenerative AI?AI?Will X occur?PredictivePredictive AI AI Whydid X occur?DiagnosticDiagnosticWhatto do when X occurs?Prescriptive AI Prescriptive AI

4、 Evolution of machine intelligenceSystem expert akaKnowledgeRules-basedNon GenerativeAI MLLarge LanguageModelBut its already started!Precision AIPrecision AIAquabyteAquabyteBrainboxBrainboxIntelligent appsGenAIwillrevealitspotentialin Apps Interact with Natural Language Integratefunctionnalityin cha

5、t&collaborative apps Immersive experiencewith XR(VR,VR,MR)Interactive as Interactive as new normalnew normal From Apps to Copilots and extensions Agents,Multi-agents and Autonomous agents Query the whitespace(unaddressed areas that could lead to new growth)Shift of usageShift of usage Conversations&

6、Agents that drive actions Workflows to chain intents across apps,agents and data referentialExpansion of Expansion of intentsintents Multi-models consumptions Specialized&Micro models Customized models with RAG Private/hosted modelsDerivative Derivative ModelsModels Tied Data&App Integration“App mes