构建智能体系统：利用 AWS AI 实现自演化模式 [重复].pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A R C 3 2 4Architecting agentic systems:Self-evolving patterns with AWS AIPaul Armstrong(he/him)Lead Architect UKIAWSAbheer Kolhatkar(he/him)Senior Solutions Archite

2、ctAWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaChallengesFrameworkTarget DesignImplementation Patterns 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.R I S K M A N A G E M E N TModern Cloud ArchitectureAccelerating threat landscapeGrowing complexit

3、yExpanding attack surfaces and compliance requirementsIncreasing shortage of skilled personnelTraditional static approaches reactiveIncreasing complexity and scale.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.G R O W I N G G A PRisk MitigationTraditional approaches rely heavily

4、 on human intervention and static rulesManual monitoring and analysisReactive response to incidentsStatic rule-based systemsSiloed optimization across pillars 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.T H E P A R A D I G M S H I F TDecision First AutomationTraditional automa

5、tion focuses on process efficiencyAgentic AI introduces Decision-first automationKey differences:Traditional:Pre-defined rules,workflows,static thresholdsAgentic:Context awareness,adaptive decision-making,continuous learning 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agentic

6、AI Systems Core Characteristics Decision MakingGoal Orientated BehaviorReasoning and PlanningAdaptabilityActionsUser/System InteractionObservation&GuardrailsMemoryToolsGoalsDataLLMAutonomy 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.N E W A R C H I T E C T U R E P A R A D I G