Anchor Misalignment

March 6, 2026 · View on GitHub

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When anchor points (timestamps, keyframes, caption markers, OCR segment IDs) drift apart across modalities, all subsequent alignment collapses.
Even a single anchor slip can poison the entire session, because every later segment is shifted by the wrong baseline.


What this page is

  • A dedicated fix guide for anchor-level desync across video, audio, captions, OCR, and embeddings.
  • Methods to detect anchor error at its origin before it cascades.
  • Recipes to reset, rebuild, and lock anchors in multimodal pipelines.

When to use

  • Audio and captions line up at start, but after 15–20 minutes captions appear seconds late.
  • OCR anchors (page numbers, frame IDs) mismatch video frames.
  • Retrieval starts citing correct facts with wrong time/visual context.
  • Small anchor errors propagate into large ΔS drift across session.
  • λ remains divergent despite repeated local corrections.

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Common failure patterns

  • Frame anchor slip — a single dropped frame shifts the reference timeline permanently.
  • OCR anchor mismatch — OCR labels a wrong page/frame, all later mappings are offset.
  • Caption anchor skew — captions drift due to variable network delay or ASR buffering.
  • Compound anchor drift — multiple small anchor errors amplify into total collapse.
  • Phantom anchor — stale or ghost anchors remain after modality restart.

Fix in 60 seconds

  1. Anchor consistency check

    • Hash anchors per modality (frame ID, timestamp, line number).
    • Compare every N=30s. Flag divergence >200ms.
  2. Reset to gold anchors

    • Define a single trusted source (e.g., video frame count).
    • Rebuild captions/OCR anchors against gold source.
  3. Sliding window correction

    • Use overlapping 30–60s windows.
    • Realign anchors locally and re-stitch.
  4. BBCR + BBAM bridge

    • Bridge desynced anchors with BBCR.
    • Clamp λ variance with BBAM until convergence.
  5. Anchor fencing

    • Forbid cross-window reuse if anchor IDs mismatch.
    • Drop corrupted anchors rather than propagate.

Copy-paste prompt

You have TXT OS and the WFGY Problem Map.

Task: Detect and repair anchor misalignment in multimodal input.

Protocol:
1. Hash anchors (timestamps, frame IDs, OCR IDs) every 30s.
2. Compare across modalities.
   - If drift >200ms, reset against gold anchor (video timeline).
3. Rebuild windows with local realignment.
4. Apply BBCR bridge and BBAM clamp if λ stays divergent.
5. Output:
   - anchor hashes
   - drift points
   - corrections applied
   - ΔS and λ states

Acceptance targets

  • All modalities reference the same anchor baseline.
  • Drift ≤ 200ms across 30–60s windows.
  • ΔS(question, retrieved) ≤ 0.45 after correction.
  • λ convergent across 3 paraphrases.
  • No phantom anchors polluting later windows.

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