Unverified50% confidenceSolutionExact time
Many systems adopt a layered defense strategy for hallucination governance: lightweight rules and small models for real-time interception, stronger evaluation models for near-real-time or asynchronous analysis, supplemented by human review for edge cases.
1
Sources
50%
Confidence
Long-term
Relevance
8/8/2026
First Seen
Sources
AI Agent可观测性：生产环境调试与幻觉治理新范式
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