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Expert Dossiers
The product shape

The dossier is free. The conversation is paid.

Static research builds trust, search traffic, and shareability. Chat sells applied synthesis: compare experts, build a reading path, test an idea, or ask how their public work would frame your problem.

Public dossier

A complete, readable profile with claims, sources, criticism, timeline, and entry points. No login wall.

Expert chat

A paid, source-bounded assistant that answers from the approved dossier corpus and links back to evidence.

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Research standard

Useful dossiers need receipts and tension.

A good expert page should not read like a fan wiki. It should show what the person believes, why it matters, what changed, what critics get right, and which sources deserve trust.

01Collect primary sources
02Map claims and ideas
03Add fair criticism
04Gate chat by citations
First public library

Start with experts who stress-test the format.

Dan Koe tests creator-business synthesis. Andrej Karpathy tests technical depth and teaching. Paul Saladino tests health-claim caution, criticism, and medical guardrails.

OverviewExpertise mapCore ideasTimelineSource canonCriticismBeginner pathChat prompts
Build the free canon. Sell the applied conversation.See chat model