Research
Papers
Papers are what we publish before we look. Notes are what we say about what other people publish.
Paper 0 · Methodology
Result confirmed / narrowCap how much a model is allowed to write and it looks worse, without having changed at all. Our first study measured that effect on four OpenAI endpoints.
Run date 10 Jul 2026Four OpenAI endpoints tested
Read the paper ↗Notes
Note 1 · Response
A response to Demis Hassabis's 14 July framework for frontier AI oversight: a model reviewed once before release can still change after it ships, and the framework as written has no way to check that it hasn't.
Published 5 Aug 2026Responds to the 14 Jul 2026 framework essay
Read the note ↗Commitments
Every instrument behind these papers had its fingerprint published and stamped to Bitcoin before it was used once. A day we publish can be checked against terms that were fixed before the run.
See the fingerprints ↗