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📦 WP-088 — feat(ptl): oriented-detection training path

Research log · Phase 8 — Oriented detection, v0.3.0

🔗 Depends on WP-063 · Needed by WP-094, WP-102, WP-093, WP-136

⬅️ WP-063 · Roadmap · WP-094 ➡️

WP-088 — oriented training path

This row was left open with its criterion unmet, which is the part worth recording. The training path verified clean — gradient reaches both branches' angle stems, each oriented gain has leverage, the detection step reproduces a snapshot replayed from a clean fcf3040 export — and A49/A50 were measured rather than argued (their alternatives cost 0.5046 and 0.7112 rotated mAP50). But the overfit floor cleared on 0 of 3 seeds, mean 0.840, spread 0.091.

The package stayed open rather than being closed on "the code is right", because the code being right was not what the DoD asked. It closed only when WP-093's revised gain took the gate to 0.9390 at the recipe's own seed.

The criterion is met as written and not more than that: the five-seed picture behind that number is 4 of 5, which lives in WP-093's record rather than being folded into this one.