Expired50% confidenceFactExact time
The behavior of LLMs is inherently probabilistic — even if the same rule is followed 99% of the time, it may still be 'overridden' in complex reasoning chains.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 9/30/2026(expired)
Sources
Claude Code Hooks: A System-Level Safety Lock for AI Programming
bilibiliAli厂长5/23/2026
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