$MIRA We are witnessing an explosion in AI capabilities, but with great power comes a great problem: we can't fully trust the output. Hallucinations, biases, and a lack of verifiability make it risky to use AI for high-stakes decisions in finance, healthcare, or education.
This is where decentralized infrastructure becomes critical. I've been closely following @Mira - Trust Layer of AI , and their approach to creating a "trust layer" for AI is one of the most pragmatic uses of Web3 technology I've seen this year.
So, how does it actually work?
Instead of relying on a single black-box model, Mira breaks down AI-generated content into individual factual claims. These claims are then sent to a distributed network of independent verifier nodes, each running different AI models . They vote on the truthfulness of each claim. If a supermajority agrees, the output is verified; if not, it's flagged or rejected .#mira