@Mira - Trust Layer of AI ‎I was on the train home at 6:12 p.m., rereading an incident report on my phone as the doors chimed. One wrong line from a chatbot had nearly reached a customer. How do we slow AI down just enough? That’s why Mira keeps coming up lately. As teams push agents into support, research, and ops, the weak spot is still the same: a fluent answer can be wrong. Mira’s protocol breaks an output into checkable claims, has multiple models verify them independently, then uses consensus before anything ships. What I like is the shift from “trust me” to “show me.” Mira’s Verify flow talks about auditable certificates, and its whitepaper describes sharding entity-claim pairs so no single verifier can reconstruct the whole content. It’s also trending because the project is scaling publicly, including a testnet launch and reported high throughput. I’m curious whether this kind of second pass becomes standard practice soon.

@Mira - Trust Layer of AI $MIRA #Mira #mira