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Mira, a leading innovator in decentralized AI verification technology, has achieved a significant milestone with 2.5 million users and the processing of two billion tokens daily across its ecosystem applications. This growth underscores the increasing demand for AI systems that can function autonomously without the need for human oversight. The daily processing of two billion tokens is equivalent to handling approximately half of Wikipedia’s content, generating 7.9 million images, or processing over 2,100 hours of video content per day.
Karan Sirdesai, Co-founder and CEO of
, highlighted the importance of this achievement, stating, "This growth confirms we’re addressing the critical barrier to AI’s transformative potential. Today’s AI remains constrained by the need for human verification—we’re removing that bottleneck to enable truly autonomous intelligence capable of operating independently in high-stakes scenarios."Current AI systems, while proficient in generating content and solving problems, are inherently unreliable due to their probabilistic nature. This paradox means that as AI becomes more powerful, it requires more human hours for verification, significantly limiting its potential. Mira aims to overcome this challenge through decentralized verification, transforming the verification process into a scalable, trustless system. This innovation paves the way for AI’s next evolutionary leap, enabling autonomous operation in consequential domains.
Mira’s vision is being realized through several applications built on its verification infrastructure. Klok, a multi-LLM chat application, provides access to leading AI models such as DeepSeek-R1, GPT-4o mini, and Llama 3.3 70B Instruct within a unified interface. Klok treats each AI model as a trustless independent node, with verification features set to roll out in the coming weeks. WikiSentry is an AI agent that autonomously fact-checks Wikipedia articles against verified sources, identifying hallucinations, biases, and misinformation—a task previously requiring extensive human oversight. Astro is a guidance platform that helps users navigate life’s important decisions through personalized, AI-powered insights leveraging verified information for reliable advice. Amor is a supportive AI companion offering conversation and emotional connection for those seeking meaningful interaction, with verification ensuring consistent and trustworthy responses.
Mira has launched its Public Testnet, allowing developers, enterprises, and users to explore its blockchain-based verification network. All AI inferences are recorded as transparent, verifiable events, accessible at explorer.mira.network. This initiative enables developer innovation and fosters a collaborative ecosystem.
Mira has established strategic partnerships with leading agent frameworks, blockchain networks, and industry players. These collaborations include integrations with Eliza, SendAI, Arc, ZerePy, and FereAI, as well as partnerships with Monad and Plume Network. Infrastructure collaborations with io.net, Aethir, Hyperbolic, Exabits, and Spheron, along with industry partnerships with KernelDAO and Delphi Digital, further strengthen Mira’s ecosystem. Backed by $9 million in funding from Framework, Accel, Mechanism, and Bitkraft, with angel investors including Balaji Srinivasan and Sandeep Nailwal, Mira is well-positioned to transform how AI systems operate at scale.
Mira is building the foundational verification layer that enables trustless AI systems through advanced consensus mechanisms. The network combines sophisticated claim transformation and distributed verification protocols to achieve reliable AI execution at scale. By solving the fundamental challenge of error rates in AI, Mira is establishing new standards for reliability, paving the way for autonomous intelligence that can operate without human oversight and unlocking AI’s transformative potential across society. Follow Mira on X and join their Discord for real-time updates. For more information, visit mira.network.

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