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Notes on knowledge work

Field notes from building a reading memory. Updated weekly.

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Every claim cites its source — and why that beats a chatbot that invents one
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
Reading memory for your AI: Pith's hosted MCP server
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
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