mirror of
https://github.com/onestardao/WFGY.git
synced 2026-04-28 11:40:07 +00:00
109 lines
4.6 KiB
Markdown
109 lines
4.6 KiB
Markdown
# 📒 Semantic Boundary Navigation
|
||
|
||
> A core reasoning OS function that enforces logic coherence across long chains of interaction using ΔS-based stability metrics.
|
||
|
||
---
|
||
|
||
## 🧩 Problem This Function Solves
|
||
|
||
| Symptom | Description |
|
||
|------------------------|----------------------------------------------------|
|
||
| Long conversations drift | Model loses context or collapses after a few hops |
|
||
| Memory appears shallow | Prior turns are not semantically integrated |
|
||
| Chain-of-thought failure | Steps seem logical individually but break overall |
|
||
| Model flips stance | Gives conflicting answers later in the chat |
|
||
|
||
---
|
||
|
||
## 🧠 Why Existing Methods Fail
|
||
|
||
| Limitation | Consequence |
|
||
|------------------------------|---------------------------------------------|
|
||
| No ΔS-style feedback loop | Stability not tracked or controlled |
|
||
| Token history ≠ memory | Surface recall without deep meaning binding |
|
||
| No boundary mapping of logic | Model crosses domains without guardrails |
|
||
|
||
---
|
||
|
||
## 🛠️ WFGY-Based Solution Approach
|
||
|
||
| Subproblem | WFGY Module(s) | Strategy or Fix |
|
||
|----------------------------|----------------|----------------------------------------------|
|
||
| Context drift | BBPF + BBMC | Tracks ΔS between steps, resets on spikes |
|
||
| Contradiction over time | BBCR | Collapses conflicting forks semantically |
|
||
| Loss of logical stack | Semantic Tree | Anchors reasoning context and fork memory |
|
||
|
||
---
|
||
|
||
## ✍️ Demo Prompt (from TXT OS)
|
||
|
||
```txt
|
||
Prompt:
|
||
"What is the meaning of life? Now contrast that with entropy in physics."
|
||
|
||
WFGY process:
|
||
• Split: philosophy | thermodynamics | metaphor
|
||
• ΔS mapped over each transition
|
||
• BBMC adds logic boundary tension
|
||
→ Output: A consistent, deep answer that blends metaphors without contradiction
|
||
````
|
||
|
||
---
|
||
|
||
## 🔧 Related Modules
|
||
|
||
| Module | Role or Contribution |
|
||
| ------------- | -------------------------------------------- |
|
||
| BBPF | Fork logic into multiple semantic threads |
|
||
| BBMC | Maintains ΔS within reasoning chain |
|
||
| BBCR | Filters and reconciles contradictory outputs |
|
||
| Semantic Tree | Preserves narrative logic and core intent |
|
||
|
||
---
|
||
|
||
## 📊 Implementation Status
|
||
|
||
| Feature/Aspect | Status |
|
||
| -------------------------- | ---------- |
|
||
| ΔS‑based reasoning tracker | ✅ Stable |
|
||
| Semantic Tree memory map | ✅ In use |
|
||
| Long dialogue chain logic | ✅ Released |
|
||
| External knowledge linker | 🔜 Planned |
|
||
|
||
---
|
||
|
||
## 📝 Notes & Recommendations
|
||
|
||
* Enable `drunk_mode = semi` for creative logic forks.
|
||
* When output appears too “safe,” raise entropy via BBAM.
|
||
* Ideal for agent dialogues, recursive questioning, and complex queries.
|
||
|
||
---
|
||
|
||
↩︎ [Back to Semantic Blueprint Index](./README.md)
|
||
|
||
---
|
||
|
||
<!-- WFGY_FOOTER_START -->
|
||
|
||
### Explore More
|
||
|
||
| Layer | Page | What it’s for |
|
||
| --- | --- | --- |
|
||
| ⭐ Proof | [WFGY Recognition Map](/recognition/README.md) | External citations, integrations, and ecosystem proof |
|
||
| ⚙️ Engine | [WFGY 1.0](/legacy/README.md) | Original PDF tension engine and early logic sketch (legacy reference) |
|
||
| ⚙️ Engine | [WFGY 2.0](/core/README.md) | Production tension kernel for RAG and agent systems |
|
||
| ⚙️ Engine | [WFGY 3.0](/TensionUniverse/EventHorizon/README.md) | TXT based Singularity tension engine (131 S class set) |
|
||
| 🗺️ Map | [Problem Map 1.0](/ProblemMap/README.md) | Flagship 16 problem RAG failure taxonomy and fix map |
|
||
| 🗺️ Map | [Problem Map 2.0](/ProblemMap/wfgy-rag-16-problem-map-global-debug-card.md) | Global Debug Card for RAG and agent pipeline diagnosis |
|
||
| 🗺️ Map | [Problem Map 3.0](/ProblemMap/wfgy-ai-problem-map-troubleshooting-atlas.md) | Global AI troubleshooting atlas and failure pattern map |
|
||
| 🧰 App | [TXT OS](/OS/README.md) | .txt semantic OS with fast bootstrap |
|
||
| 🧰 App | [Blah Blah Blah](/OS/BlahBlahBlah/README.md) | Abstract and paradox Q&A built on TXT OS |
|
||
| 🧰 App | [Blur Blur Blur](/OS/BlurBlurBlur/README.md) | Text to image generation with semantic control |
|
||
| 🏡 Onboarding | [Starter Village](/StarterVillage/README.md) | Guided entry point for new users |
|
||
|
||
If this repository helped, starring it improves discovery so more builders can find the docs and tools.
|
||
[](https://github.com/onestardao/WFGY)
|
||
|
||
<!-- WFGY_FOOTER_END -->
|
||
|