Persistent Wiki

Core idea: A “persistent, compounding artifact” where LLM integrates new sources into existing structure, keeping knowledge current.The Kaparthy LLM Wiki

Features

• Pre-built cross-references and synthesis.
• Flags contradictions, updates summaries.
• Evolves with ingests and queries.
• LLM owns all writes; human reads/steers.

Why Superior to RAG

• Avoids repeated synthesis.
• Maintenance scales with LLM (touches multiple pages per ingest).