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ProblemMap/GlobalFixMap/Multimodal_LongContext/desync-amplification.md
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# Desync Amplification — Multimodal Long Context
<details>
<summary><strong>🧭 Quick Return to Map</strong></summary>
<br>
> You are in a sub-page of **Multimodal_LongContext**.
> To reorient, go back here:
>
> - [**Multimodal_LongContext** — long-context reasoning across text, vision, and audio](./README.md)
> - [**WFGY Global Fix Map** — main Emergency Room, 300+ structured fixes](../README.md)
> - [**WFGY Problem Map 1.0** — 16 reproducible failure modes](../../README.md)
>
> Think of this page as a desk within a ward.
> If you need the full triage and all prescriptions, return to the Emergency Room lobby.
</details>
Tiny offsets between modalities (audio, captions, video frames, OCR text) may start small but amplify over long windows.
This creates compounding errors, unstable retrieval, and reasoning collapse even if each modality alone looks healthy.