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ProblemMap/GlobalFixMap/Multimodal_LongContext/sync-loop.md
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# Sync Loop — 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>
When retry logic or auto-synchronization between modalities (audio, video, OCR, captions) gets stuck in an infinite loop, sessions stall, consume resources, and never converge.
This page defines guardrails to detect, prevent, and break sync loops in multimodal long-context systems.