How to Stop AI Agent Hallucinations: 5 Targeted Fixes

AI agents hallucinate in five distinct ways. Each failure needs a different fix. Five targeted defenses validated across 8 test scenarios with zero hallucinations.

HallucinationsGuardrailsGraph-RAGSteering RulesMCPProduction
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Speaker

Elizabeth Fuentes Leone

Elizabeth Fuentes Leone

Developer Advocate

Resources

Production Demo: 5 Anti-Hallucination Techniques

CDK stacks, Lambda tools, DynamoDB steering rules, Neo4j GraphRAG

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5 Techniques to Stop AI Agent Hallucinations in Production

Blog completo con arquitectura, benchmarks y deployment guide

Stop AI Agent Hallucinations: 4 Essential Techniques

Blog anterior con las 4 tecnicas base (GraphRAG, semantic routing, guardrails, validation)

AI Agent Guardrails: Rules That LLMs Cannot Bypass

Deep dive en hard hooks y neurosymbolic guardrails

Runtime Guardrails for AI Agents: Steer, Don't Block

STEER messages y steering rules para auto-correccion

MetaRAG: Metamorphic Testing for Hallucination Detection

Research paper sobre deteccion de alucinaciones en produccion

Strands Agents SDK

Open-source agent framework usado en los demos

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