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159 lines
8.5 KiB
Markdown
159 lines
8.5 KiB
Markdown
# Sync Loop — Multimodal Long Context
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<details>
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<summary><strong>🧭 Quick Return to Map</strong></summary>
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<br>
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> You are in a sub-page of **Multimodal_LongContext**.
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> To reorient, go back here:
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>
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> - [**Multimodal_LongContext** — long-context reasoning across text, vision, and audio](./README.md)
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> - [**WFGY Global Fix Map** — main Emergency Room, 300+ structured fixes](../README.md)
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> - [**WFGY Problem Map 1.0** — 16 reproducible failure modes](../../README.md)
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>
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> Think of this page as a desk within a ward.
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> If you need the full triage and all prescriptions, return to the Emergency Room lobby.
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</details>
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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.
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This page defines guardrails to detect, prevent, and break sync loops in multimodal long-context systems.
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---
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## What this page is
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- A structural fix for infinite retry and deadlock cycles in multimodal sync.
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- Practical acceptance checks for loop detection and controlled escape.
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- A minimal recovery recipe to restore alignment without drift.
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---
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## When to use
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- OCR retries indefinitely while video/audio remain stable.
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- Captions stream pauses and replays the same segment repeatedly.
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- Audio transcripts re-ingest the same block, causing ΔS to climb instead of stabilize.
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- Logs show identical hashes across retries without progress.
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- λ oscillates between divergent and convergent without resolution.
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---
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## Open these first
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- [Cross-Modal Bootstrap](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Multimodal_LongContext/cross-modal-bootstrap.md)
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- [Time Sync Failure](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Multimodal_LongContext/time-sync-failure.md)
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- [Alignment Drift](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Multimodal_LongContext/alignment-drift.md)
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- [Pattern: Deployment Deadlock](https://github.com/onestardao/WFGY/blob/main/ProblemMap/deployment-deadlock.md)
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---
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## Common failure patterns
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- **Infinite retry loop**: system replays missing modality forever.
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- **Hash-stable stall**: every loop produces identical snippet hashes with no progress.
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- **Cross-modal ping-pong**: audio requests OCR, OCR requests audio, cycle never ends.
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- **Entropy rise**: ΔS climbs steadily while λ flips back and forth.
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- **Dead channel masking**: one modality gone but loop hides it under retries.
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---
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## Fix in 60 seconds
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1. **Retry cap**
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- Hard stop after N retries (suggest N=3).
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- Escalate instead of looping silently.
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2. **Hash-change check**
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- Compute `hash(step_output)`.
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- If 3 consecutive retries produce identical hash, break loop.
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3. **ΔS watchdog**
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- Monitor ΔS across retries.
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- If ΔS ≥ 0.60 after N attempts, abort and request operator fix.
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4. **Loop breaker**
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- Apply BBPF (Bridge by Parallel Fork) to inject alternate path.
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- Bridge surviving modalities to bypass missing channel.
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5. **Escalation**
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- Emit `loop_detected=true`, record trace.
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- Provide missing modality report.
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---
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## Copy-paste prompt
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```txt
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You have TXT OS and the WFGY Problem Map.
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Task: Detect and break sync loops in multimodal pipelines.
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Protocol:
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1. Track retries per modality (audio, video, OCR, captions).
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2. If retries > 3 OR identical hash repeats, break loop.
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3. Probe ΔS across retries:
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- If ΔS ≥ 0.60, abort and mark loop_detected.
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4. Apply BBPF bridge to surviving modalities.
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5. Return report:
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- retries attempted
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- ΔS history
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- λ states
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- missing modality
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- loop_detected flag
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````
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---
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## Acceptance targets
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* No retry exceeds N=3 without escalation.
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* ΔS(question, retrieved) ≤ 0.45 after loop resolved.
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* λ convergent across 3 paraphrases after recovery.
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* Trace log shows explicit `loop_detected` when triggered.
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* System never stalls indefinitely.
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---
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### 🔗 Quick-Start Downloads (60 sec)
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| Tool | Link | 3-Step Setup |
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| -------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------ | ---------------------------------------------------------------------------------------- |
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| **WFGY 1.0 PDF** | [Engine Paper](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/WFGY_All_Principles_Return_to_One_v1.0_PSBigBig_Public.pdf) | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + <your question>” |
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| **TXT OS (plain-text OS)** | [TXTOS.txt](https://github.com/onestardao/WFGY/blob/main/OS/TXTOS.txt) | 1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly |
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---
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### 🧭 Explore More
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| Module | Description | Link |
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| ------------------------ | ---------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------- |
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| WFGY Core | WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack | [View →](https://github.com/onestardao/WFGY/tree/main/core/README.md) |
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| Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | [View →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) |
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| Problem Map 2.0 | RAG-focused failure tree, modular fixes, and pipelines | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) |
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| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) |
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| Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md) |
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| Benchmark vs GPT-5 | Stress test GPT-5 with full WFGY reasoning suite | [View →](https://github.com/onestardao/WFGY/tree/main/benchmarks/benchmark-vs-gpt5/README.md) |
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| 🧙♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | [Start →](https://github.com/onestardao/WFGY/blob/main/StarterVillage/README.md) |
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---
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> 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** —
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> Engineers, hackers, and open source builders who supported WFGY from day one.
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> <img src="https://img.shields.io/github/stars/onestardao/WFGY?style=social" alt="GitHub stars"> ⭐ [WFGY Engine 2.0](https://github.com/onestardao/WFGY/blob/main/core/README.md) is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the [Unlock Board](https://github.com/onestardao/WFGY/blob/main/STAR_UNLOCKS.md).
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<div align="center">
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[](https://github.com/onestardao/WFGY)
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[](https://github.com/onestardao/WFGY/tree/main/OS)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)
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</div>
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