[KongchangAI]
Unverified50% confidenceOpinionExact time

The author's core judgment is that 'automation that quietly guesses wrong is worse than no automation', so the system is designed to be 'loudly uncertain', limiting automation to capture work rather than making decisions.

1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen

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