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Granveo field notes

Notes on building useful context.

Research-backed essays about knowledge graphs, AI memory, retrieval, and the work of turning scattered evidence into decisions.

A source card connected to a traceable working claimTRACE A CLAIMSOURCE 03WORKING CLAIMContext is more usefulwhen its origin survives.3 sources · 2 relationships · 1 open question

Latest writing

One careful piece at a time.

A research question connected to evidence cards, checked claims, and a source-grounded draftTRACE A CLAIMSOURCE 03WORKING CLAIMContext is more usefulwhen its origin survives.3 sources · 2 relationships · 1 open question
Research workflows10 min read

How to Build a Source-Grounded AI Research Workflow

A source-grounded workflow does not ask AI to write from a pile of documents. It separates evidence capture, claim building, drafting, and verification.

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Research sources flowing into a connected context graph and a source-grounded synthesisSOURCESConnected contextrelationships stay visibleSYNTHESIS
Context engineering11 min read

What Is an AI Knowledge Graph? Connected Context Explained

A knowledge graph does more than store information. It keeps the relationships and source trail that make information useful when the question changes.

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