@Mira - Trust Layer of AI ‎I was re-reading an incident report at 7:10 a.m., coffee cooling beside my keyboard, when a single wrong model output reminded me how brittle “automated” systems still are—who’s actually accountable when they drift? Mira is one of those names that keeps coming up whenever reliability gets discussed. As more teams push AI agents into support, ops, and finance, the old workflow—generate first, verify later—doesn’t scale. Mira’s approach is to break outputs into checkable claims, run them through multiple independent models, and return an auditable verification trail instead of a shrug. The timing helps: Mira has been rolling out verification APIs and a public-facing “Verify” product while enterprises are getting stricter about error budgets and review overhead. I’m not convinced consensus solves every edge case, but it’s a concrete step toward treating reliability as infrastructure, not a last-minute patch.

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