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+# LLM-Wiki
+
+## Summary
+Instead of querying raw documents with RAG every time (and re-synthesizing from scratch), maintain a **persistent, evolving wiki layer** compiled from sources. The wiki becomes the primary working knowledge artifact: structured pages, links, flagged contradictions, and an accumulated synthesis.
+
+## Key idea
+- **RAG-only**: retrieve chunks at query time → re-derive synthesis repeatedly.
+- **Compiled wiki**: ingest sources once → extract + integrate → keep pages current.
+
+The benefit is compounding: each new source updates the existing structure, so future questions are answered by traversing already-built pages and links.
+
+## What the LLM “owns”
+- creating and updating wiki pages
+- cross-linking entities/concepts
+- flagging contradictions and superseded claims
+- maintaining an index + a log
+
+Humans focus on: sourcing, asking questions, deciding what matters.
+
+## Files
+- Entry point: [[index]]
+- Model: [[Architecture]]
+- Process: [[Operations]]
+- Seed source: [[2026-04-12__llm-wiki__idea|LLM Wiki (idea)]]