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How-tos and explainers on reviewing documents and how source-grounded AI actually works, not just what it claims to do.
Traceline: Provenance-Anchored Generation
August 5, 20269 min read
A technical whitepaper on how every answer stays anchored to a real source passage — where the citation is a structural artifact of retrieval, not text the model wrote.
How to review an NDA without missing what matters
June 2, 20266 min read
The five things worth actually reading in a non-disclosure agreement, and the boilerplate you can skim.
What RAG actually is
June 16, 20265 min read
Retrieval-augmented generation, explained without the jargon, and why the citation matters more than the retrieval.
Chat-with-PDF vs. source-grounded AI
June 30, 20265 min read
Both let you ask a document a question. The difference is whether you can check the answer.