Singapore, March 21, 2025 — Mira, a leader in decentralized AI validation techniques, reveals remarkable growth with a user base of 2.5 million and daily processing of two billion tokens throughout its ecosystem applications.
This achievement indicates a rising demand in the market for AI technologies capable of functioning independently without requiring human supervision. The volume of two billion tokens processed each day is comparable to about half of Wikipedia's content, producing 7.9 million images, or managing over 2,100 hours of video content daily.
\"This surge in our user base proves we’re tackling the pivotal barrier to AI’s revolutionary capabilities,\" stated Karan Sirdesai, Co-founder and CEO of Mira. \"Currently, AI is restricted by the necessity for human verification—we are eliminating that obstacle, enabling fully autonomous intelligence to function independently, even in high-risk situations.\"
Transitioning from 'Infant AI' to Independent Intelligence
Contemporary AI systems excel in content creation and problem-solving; however, their probabilistic properties render them inherently unreliable. This generates a dilemma: the more potent AI becomes, the more human hours are needed to verify its outputs, significantly restricting AI's possibilities.
Mira is addressing this issue by offering decentralized validation that allows AI systems to autonomously operate in significant areas. By converting the validation process from a human constraint into a scalable, trust-independent system, Mira is setting the stage for the next evolutionary leap in AI.
Applications That Embody the Vision
Several applications rooted in Mira’s verification infrastructure are bringing this vision to fruition:
Klok — A multi-LLM chat application that connects users to top AI models like DeepSeek-R1, GPT-4o mini, and Llama 3.3 70B Instruct within a single platform. Klok treats each AI model as an independent node without trust, with forthcoming verification capabilities.
WikiSentry — An AI agent autonomously verifies Wikipedia articles against confirmed sources, spotting misinformation, biases, and errors that used to require extensive human oversight.
Astro — A guidance platform offering users curated AI-driven insights to help navigate crucial life decisions, leveraging verified information for dependable advice.
Amor — An AI companion providing conversation and emotional support for those seeking meaningful interaction, ensuring responses remain consistent and reliable with verification.
Public Testnet Fosters Developer Creativity
Today, Mira launched its Public Testnet, allowing developers, enterprises, and users to explore its blockchain-based verification network at, where all AI inferences are documented as transparent, verifiable events. Read more explorer.mira.network Strategic Alliances Broadening the Ecosystem here .
Mira has merged with top agent frameworks such as Eliza, SendAI, Arc, ZerePy, and FereAI, establishing partnerships with blockchain networks like. Infrastructure collaborations with io.net, Aethir, Hyperbolic, Exabits, and Spheron, along with industrial alliances with KernelDAO and Delphi Digital, further fortify Mira’s ecosystem.
Backed by $9 million in funding from Framework, Accel, Mechanism, and Bitkraft, with angel investments from Balaji Srinivasan and Sandeep Nailwal, Mira is ready to transform how AI systems operate on a large scale. Monad and Plume Network Mira is constructing the foundational validation layer that allows AI systems without trust through sophisticated consensus techniques. The network integrates complex claim transformations and distributed validation protocols to accomplish dependable AI execution on a vast scale. By resolving the primary issue of error rates in AI, Mira sets new standards for reliability, paving the way for independent intelligence that can operate autonomously, unleashing AI's transformative potential across society.
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