~/talk

Building Safe AI Agents

Talkat AWS AI and Data Conference 2026 · on Thursday, 2026-03-12· [large-language-models, security]
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Shows how to lock down agent behavior using Amazon Bedrock Guardrails to filter inputs and outputs and AgentCore Policy (Cedar) to declare what tools and refunds an agent may execute, with the Cedar analyzer proving policy properties. Describes a neurosymbolic loop where an LLM generates code and an automated reasoning verifier rejects or accepts until a provable result is reached. Genesys reports a Genesis Cloud Co‑pilot serving 1,000 tools across 16 regions and 15 languages with <5s latency and hourly agent evaluations for 24 hours before production, and notes classic vs standard tier coverage and false‑flag rates.

AI-written summary · about

  1. 0:00Introduction to AI agents
  2. 3:59Managing safety with guardrails
  3. 11:15Automated reasoning concepts
  4. 18:50Policy and formal verification
  5. 26:13Genesys Cloud Copilot case study
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