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Notes on knowledge work
Field notes from building a reading memory. Updated weekly.
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Ai RetrievalJun 7, 2026
Every claim cites its source — and why that beats a chatbot that invents one
A chatbot will hand you a confident sentence with no idea where it came from. Pith hands you the same sentence with the saved source attached. For defensible work, that difference is the whole job.
PPith Lab Team

Ai RetrievalJun 7, 2026
Reading memory for your AI: Pith's hosted MCP server
Your AI assistant has no memory of what you've read. Pith's hosted MCP server gives it one — a cited reading memory it can query, with every claim linked back to its source.
PPith Lab Team