The internet has a fundamental truth problem, and @@Mira - Trust Layer of AI _network is solving it by building the "multi-sig of truth" for artificial intelligence . Rather than trusting a single black-box model, Mira's decentralized verification layer breaks down every AI output into discrete factual claims and routes them to a distributed network of independent verifier nodes powered by leading DePIN partners like io.net, Aethir, and Hyperbolic . This consensus-driven approach has proven remarkably effective in production, reducing hallucination rates from approximately 30% to under 5%—a statistical reality where the probability of multiple diverse models making the identical mistake drops to nearly zero . The protocol is already operating at massive scale, processing billions of tokens daily and serving millions of users across applications ranging from the Gigabrain trading agent on Hyperliquid (which achieved sustainable profitability after eliminating fatal data errors) to educational platforms and Delphi Digital's Oracle assistant . With the recent launch of Mira Verify, any developer can now integrate this plug-and-play API to automatically flag erroneous paragraphs, regenerate content, or reject outputs that fail the supermajority test—transforming probabilistic guesswork into deterministic, auditable infrastructure . As autonomous agents begin managing real economic value without human babysitting, Mira's cryptographic certificates and on-chain audit trails aren't just nice-to-have features; they represent the essential trust layer separating speculative experiments from production-ready systems that institutions can actually rely on . $MIRA #Mira