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105 lines
5.1 KiB
Markdown
105 lines
5.1 KiB
Markdown
# 📚 Glossary — Terms, Symbols, and Short Definitions
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> **Quick Nav**
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> [Retrieval Playbook](./retrieval-playbook.md) ·
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> [Patterns](./patterns/README.md) ·
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> [Eval](./eval/README.md)
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---
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## Core instruments
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- **ΔS (delta-S)** — *Semantic stress.* `ΔS = 1 − cos(I, G)` where `I` is item embedding, `G` is ground/anchor.
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Thresholds: `<0.40` stable · `0.40–0.60` transitional · `≥0.60` high risk.
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- **λ_observe** — *Layered observability state.*
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Symbols: `→` convergent · `←` divergent · `<>` recursive · `×` chaotic.
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- **E_resonance** — *Coherence indicator.* Rolling mean of |residual| under BBMC; rising E with high ΔS ⇒ apply BBCR/BBAM.
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---
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## Repair operators (WFGY modules)
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- **BBMC** — *Boundary-Bounded Memory Chunks.* Reduce semantic residue vs anchors; align chunks/sections with tasks.
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- **BBPF** — *Branch-Bounded Prompt Frames.* Explore multiple semantic paths safely; stabilize context windows.
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- **BBCR** — *Break-Before-Crash Reset.* Detect collapse, insert bridge node, restart cleanly.
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- **BBAM** — *Attention Modulation.* Reduce variance in attention to avoid entropy melt on long contexts.
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---
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## Retrieval, ranking & prompting
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- **RRF (Reciprocal Rank Fusion)** — Fuse ranks from multiple retrievers via `1/(k + rank)`.
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- **MMR (Maximal Marginal Relevance)** — Diversify candidates balancing relevance and novelty.
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- **BM25** — Sparse lexical scoring for exact term match; strong for code/IDs.
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- **HyDE** — Hypothetical document expansion; creates a synthetic query/doc to improve recall.
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- **Cross-encoder reranker** — Jointly encodes `[query ⊕ doc]` for precision@k gains.
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---
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## Patterns (named failure modes)
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- **SCU (Symbolic Constraint Unlock)** — Model merges sources or violates “cite-then-explain” schema. Fix: per-source fences + locked schema.
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- **Query Parsing Split** — Dense and sparse retrievers use different analyzers/tokenizers; hybrid breaks.
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- **Vectorstore Fragmentation** — Index contains “ghost” gaps; facts exist but never retrieved; fix shard/id audits.
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- **Memory Desync** — State flips between sessions/tabs; require `mem_rev`+`mem_hash`.
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- **Role Drift** — Multi-agent persona swap; tag agent IDs and lock via BBCR.
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---
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## Multi-agent
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- **Agent boundary** — Contract that limits what an agent can read/write; prevents overwrite.
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- **ΔS peer check** — Measures divergence between agents’ plans to catch conflicts early.
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---
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## Data & ops
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- **Gold set** — Small set (10–50) of realistic Q/A with citations; used for CI (recall@50, nDCG@10, ΔS).
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- **Traceability** — Provenance from answer → prompt → citations → chunks → source file.
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---
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## Notation quickies
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- `I` — item (retrieved chunk) embedding; `G` — ground/anchor embedding.
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- `‖B‖ ≥ B_c` — collapse threshold on residual magnitude (BBCR).
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- *Convergent λ* — layer is stable across paraphrases; *divergent λ* — layer is drifting.
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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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<!-- WFGY_FOOTER_START -->
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### Explore More
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| Layer | Page | What it’s for |
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| --- | --- | --- |
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| ⭐ Proof | [WFGY Recognition Map](/recognition/README.md) | External citations, integrations, and ecosystem proof |
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| ⚙️ Engine | [WFGY 1.0](/legacy/README.md) | Original PDF tension engine and early logic sketch (legacy reference) |
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| ⚙️ Engine | [WFGY 2.0](/core/README.md) | Production tension kernel for RAG and agent systems |
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| ⚙️ Engine | [WFGY 3.0](/TensionUniverse/EventHorizon/README.md) | TXT based Singularity tension engine (131 S class set) |
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| 🗺️ Map | [Problem Map 1.0](/ProblemMap/README.md) | Flagship 16 problem RAG failure taxonomy and fix map |
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| 🗺️ Map | [Problem Map 2.0](/ProblemMap/wfgy-rag-16-problem-map-global-debug-card.md) | Global Debug Card for RAG and agent pipeline diagnosis |
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| 🗺️ Map | [Problem Map 3.0](/ProblemMap/wfgy-ai-problem-map-troubleshooting-atlas.md) | Global AI troubleshooting atlas and failure pattern map |
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| 🧰 App | [TXT OS](/OS/README.md) | .txt semantic OS with fast bootstrap |
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| 🧰 App | [Blah Blah Blah](/OS/BlahBlahBlah/README.md) | Abstract and paradox Q&A built on TXT OS |
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| 🧰 App | [Blur Blur Blur](/OS/BlurBlurBlur/README.md) | Text to image generation with semantic control |
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| 🏡 Onboarding | [Starter Village](/StarterVillage/README.md) | Guided entry point for new users |
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If this repository helped, starring it improves discovery so more builders can find the docs and tools.
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[](https://github.com/onestardao/WFGY)
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<!-- WFGY_FOOTER_END -->
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