Which artifact should beat the confident forecast?

Use prototypes, memos, and repos to update the proof standard before expanding the claim.

Which artifact should beat the confident forecast?

The signal

A small prototype exposes a state, permission, or evidence failure the thesis missed.

The artifact matters because it can make a confident forecast more honest. A prototype, memo, or repo can show the missing state, failure path, or review burden that a clean thesis did not force into view.

The update

That update should happen before the next polished claim. If the proof bar changes, the public argument should change with it.

What would change it

The next useful signal would be an artifact that either survives the new proof standard or makes the original claim narrower, more concrete, and easier to challenge.