智能体人工智能与负责任的人工智能：战略与最佳实践.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A I M 4 2 2Agentic AI meets responsible AI:Strategy and best practicesMichael KearnsAmazon ScholarPeter HallinanDirector,Responsible AIAmazon Web Services 2025,Amazo

2、n Web Services,Inc.or its affiliates.All rights reserved.AgendaAgents:What are they?Scientific frontiersPotential evolutionPractical challenges and mitigations 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Highlighting the evolution into Agentic AIINCREASING AUTONOMY AND BUSINES

3、S IMPACTGenerative AI assistantsGenerative AI agentsAgentic AI systemsFollow a set of rules Automate repetitive tasksAchieve a singular goalAddress broader range of tasksAutomate entire workflowsFully autonomousMulti-agent systemsMimic human logic and reasoningmorehumaninteractionlesshumaninteractio

4、n 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Personal travel assistantAdvanced“planning”agentsExamples of AgentsKnows preferences for flights,airlines,lodging,car rentals,dining,and activitiesKnows calendar and can schedule around commitmentsKnows frequent-flier numbers and h

5、ospitality accountsCan book and pay for itineraries autonomouslyMakes obvious decisions unilaterally but checks in when ambiguity arises Writing working code from natural-language promptsDesigning experiments and visualizing resultsWriting scientific research papers with definitions,theorems,proofs,

6、code,and experiments from English only prompts 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Scientific frontiers ofagentic AI 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The native languag