Discussion on "The Red Line Principle: objective stop signals outperform LLM self-judgment in verifiable tasks"

zxpmail · 2026-07-16T07:38:23.099Z

Where this fits in the series: This article sits between Part 5 (the 75% wall — design around it, don't fix it) and Part 6 (the layered L0→L1→L2→L3 pipeline built from community feedback). It asks the

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The Red Line Principle: objective stop signals outperform LLM self-judgment in verifiable tasks

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