Mira feels like a trust layer for artificial intelligence. It improves reliability by adding a decentralized verification step on top of model outputs. Instead of just accepting a single answer, it breaks that response into clear structured claims and sends them to independent validators for review.
Through consensus and transparent recording, only the results that are confirmed get accepted. I like this approach because it directly targets hallucinations and reduces bias. It also adds accountability, which is something most intelligence systems lack right now.
To me, this makes artificial intelligence far more ready for serious real world use where accuracy actually matters.
