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lightcraft/docs
Alex ChambersandCodex 1926c9029f LR-PROF-CAMERACOLOR: cover the held-out toe error gate
Add correlated dark holdouts that reject misleading training and accept
matching training. Check finite, monotone curves in both cases. Confirm
the regression fails with the error gate removed and passes when restored.

Qualify the improvement claim when no original curve can be fitted, and
explain the source-look process policy and offline smart preview refresh.

Co-Authored-By: Codex <noreply@openai.com>
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