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The AI Architect's avatar

Excellent breakdown of repair mechanics. The elevator story illustates why "candidate understanding with escape hatch" is so underused, people default to assumign bad faith instead of testing their model first. I've seen this pattern collapse entire project meetings when nobody paused to say "do you mean X or Y?" becuase everyone thought clarity meant weakness.

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