Policy

How we use AI

Which steps use AI models, which models, and what a person checks.

Updated 2026-10-11

Where AI helps

We use AI models, including models made by Anthropic and OpenAI, for these steps:

  • Searching for candidate papers: writing and running keyword searches on literature databases, with each query and its hit count recorded. The weekly citation scan is code, not an AI model.
  • Screening candidate papers: drafting the written rules for a screening pass, a verdict on each paper and the reason for it.
  • Drafting claim text, relations and plain-language summaries from the sources.
  • Automated stress tests: AI agents with separate briefs look for errors, confounds and overstatement in a posed reading.
  • Writing the code that builds this site and checks its content.

Where AI does not decide

AI is never credited as an author or a reviewer. An automated stress test is not peer review.

Nothing is published until the publisher approves the change. Counts on the trust panel are computed by code. Which studies to include, the tier of each claim and every posed reading are editorial judgments.

Human verification so far

Independent human expert review: 0 of 1 published synthesis.

Each posed reading says how it was tested and against what.

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