ATLAS · RESEARCH

What we measured, including what didn’t work.

Every figure on these pages names the entry it came from, and a build step checks it is actually there. Where a measurement failed, the failure is the piece.

HOW TO READ THESE

Every piece carries a LIMITS block. It states n, what is uncontrolled, and what would falsify the finding. A piece without one does not build.
A mark like D144 is the internal entry the figures beside it were checked against. It is provenance, not a link — the ledger is not published.
Nothing here is a recommendation. These are measurements of what models said, not advice about what to do.

NOTHING PUBLISHED YET

The first pieces are written against scans of two named brands. Nothing publishes until both have been asked, in writing, and answered.