You’ve probably used apps powered by @Mira_Network without even realizing it. It’s not the shiny chatbot you type into. It’s the quiet bodyguard behind the scenes, filtering lies, catching hallucinations, and verifying every AI output before it reaches you. Behind apps like Learnrite, Klok, Astro, and dozens more, Mira’s quietly verifying billions of tokens a day, turning messy model outputs into trusted facts. It now handles 3B tokens/day across 4.5M+ users, hitting 96%+ verified accuracy in production. You feel its absence when a model hallucinates court cases, invents citations, or confidently lies to your face. Mira is that layer. It breaks outputs into claims, sends them to validators, and only passes what’s verified. It doesn’t try to correct the model. It filters it. So as apps race to add LLMs everywhere from education, healthcare, and productivity to agents and finance, it’s this invisible verification layer that decides whether any of it is safe at scale. Trust is buried in infra. Mira is what turns probabilistic AI into something deterministic enough for real-world use. You don’t notice it. And that’s the point. Invisible infra is winning. And Mira might be the most important piece in this entire industry.