The stream row was recorded before the accept lines moved. Three fresh 20 s pan replays through the shipped lane: 70-74% coverage at 77-85% precision, 0 wrong labels in all three (0-1 before), 8-14 unknown false accepts - the near-unknown case, which the size gate and catalog completeness own rather than the accept line. Live resolution on the shipped evaluator: 56% end-to-end at 97% precision with 1 false accept, so the calibration is not a full-resolution artifact. The recordings are committed under stream-gated/ so the row is reproducible. |
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| .. | ||
| research/2026-09-28-recognition-architecture | ||
| API.md | ||
| DATA.md | ||
| design-price-tags-and-compliance.md | ||
| EXTERNAL-EVAL.md | ||