In Temporary
Mira broadcasts unprecedented development with 2.5 million customers and two billion tokens processed every day throughout its ecosystem purposes.

Mira, the pioneer in decentralized AI verification know-how, broadcasts unprecedented development with 2.5 million customers and two billion tokens processed every day throughout its ecosystem purposes.
The milestone demonstrates rising market demand for AI that may function autonomously with out human oversight. Processing two billion tokens every day is equal to roughly half of Wikipedia’s content material, producing 7.9 million pictures, or processing over 2,100 hours of video content material per day.
“This development confirms we’re addressing the vital barrier to AI’s transformative potential,” mentioned Karan Sirdesai, Co-founder and CEO of Mira. “At present’s AI stays constrained by the necessity for human verification—we’re eradicating that bottleneck to allow actually autonomous intelligence able to working independently in high-stakes eventualities.”
Enabling the Shift from ‘Child AI’ to Autonomous Intelligence
Present AI methods excel at producing content material and fixing issues, however their probabilistic nature makes them basically unreliable. This creates a paradox: the extra highly effective AI turns into, the extra human hours are required to confirm its output, severely limiting AI’s potential.
Mira is addressing this problem via decentralized verification that allows AI methods to function autonomously in consequential domains. By reworking the verification course of from a human bottleneck to a scalable, trustless system, Mira is paving the best way for AI’s subsequent evolutionary leap.
Purposes Demonstrating the Imaginative and prescient
This imaginative and prescient is coming to life via a number of purposes constructed on Mira’s verification infrastructure:
Klok — A multi-LLM chat utility offering entry to main AI fashions together with DeepSeek-R1, GPT-4o mini, and Llama 3.3 70B Instruct inside a unified interface. Klok treats every AI mannequin as a trustless unbiased node, with verification options set to roll out in coming weeks.
WikiSentry — An AI agent that autonomously fact-checks Wikipedia articles towards verified sources, figuring out hallucinations, biases, and misinformation—a activity beforehand requiring intensive human oversight.
Astro — A steering platform serving to customers navigate life’s necessary selections via customized, AI-powered insights that leverage verified info for dependable recommendation.
Amor — A supportive AI companion providing dialog and emotional connection for these in search of significant interplay, with verification guaranteeing constant and reliable responses.
Public Testnet Allows Developer Innovation
Mira has at present launched its Public Testnet, enabling builders, enterprises, and customers to discover its blockchain-based verification community at explorer.mira.network, the place all AI inferences are recorded as clear, verifiable occasions. Learn extra here.
Strategic Partnerships Increasing the Ecosystem
Mira has built-in with main agent frameworks together with Eliza, SendAI, Arc, ZerePy, and FereAI, whereas establishing partnerships with blockchain networks like Monad and Plume Network. Infrastructure collaborations with io.internet, Aethir, Hyperbolic, Exabits, and Spheron, together with business partnerships with KernelDAO and Delphi Digital, additional strengthen Mira’s ecosystem.
Backed by $9 million in funding from Framework, Accel, Mechanism, and Bitkraft, with angel buyers together with Balaji Srinivasan and Sandeep Nailwal, Mira is positioned to rework how AI methods function at scale.
About Mira
Mira is constructing the foundational verification layer that allows trustless AI methods via superior consensus mechanisms. The community combines refined declare transformation and distributed verification protocols to realize dependable AI execution at scale. By fixing the basic problem of error charges in AI, Mira is establishing new requirements for reliability—paving the best way for autonomous intelligence that may function with out human oversight, unlocking AI’s transformative potential throughout society.
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About The Writer
Gregory, a digital nomad hailing from Poland, shouldn’t be solely a monetary analyst but additionally a precious contributor to varied on-line magazines. With a wealth of expertise within the monetary business, his insights and experience have earned him recognition in quite a few publications. Utilising his spare time successfully, Gregory is at the moment devoted to writing a ebook about cryptocurrency and blockchain.

Gregory, a digital nomad hailing from Poland, shouldn’t be solely a monetary analyst but additionally a precious contributor to varied on-line magazines. With a wealth of expertise within the monetary business, his insights and experience have earned him recognition in quite a few publications. Utilising his spare time successfully, Gregory is at the moment devoted to writing a ebook about cryptocurrency and blockchain.