The wave of AI sweeps across the globe, from poetry and painting to code generation; beneath the omnipotent facade lies a fatal Achilles' heel—reliability.

‘AI Hallucinations’ (seriously nonsensical) and ‘Bias’ (colored by training data) haunt us, limiting AI's application in high-risk fields like healthcare, finance, law, and fostering doubt.

As AI becomes stronger, the reliance on human verification deepens, which is undoubtedly a paradox and a significant bottleneck hindering AI's progress towards true autonomous intelligence.

Mira Network is committed to building a 'decentralized AI validation infrastructure.'

Mira's 'trump card': When blockchain meets AI validation

  1. Blockchain: Mira puts all AI reasoning processes on-chain, every judgment, every output, laying the foundation for 'trustless validation.'

  2. Multi-Model Consensus: Utilizing a distributed network of validation nodes to allow multiple different AI models to perform 'back-to-back' validation on the same output.

    Raw complex content is input into the system and broken down into smaller, independently verifiable statements or entity-statement pairs.

  3. Economic Incentives: Mira has designed a sophisticated hybrid cryptoeconomic model (PoW + PoS).

    Nodes need to stake tokens, and honest contributors will receive generous rewards.

  4. Privacy: Content transformation and sharding technologies break sensitive information into pieces and randomly distribute them to different nodes.

Klok: Multi-LLM AI chat application

Klok is the flagship multi-LLM chat application of Mira Network, built on Mira's decentralized, trustless validation network. It provides access to top large language models (LLMs) in a unified interface, including GPT-4o mini, Llama 3.3 70B Instruct, and DeepSeek-R1.

WikiSentry: Autonomous fact-checking AI agent

WikiSentry is an AI agent built on the Mira validation infrastructure, capable of autonomously fact-checking Wikipedia articles based on verified sources.

Astro: AI-driven guidance platform

Astro is a guidance platform that uses verified information to provide personalized AI-driven insights, helping users make important life decisions.

Amor: An emotionally connected AI companion

Amor is a supportive AI companion that provides conversation and emotional connection.

SDK and API Marketplace

Mira Network provides a user-friendly SDK and an API marketplace for developers to utilize open-source AI resources and publish 'Mira Flows' (a new AI primitive) to offer services on a pay-per-use basis.

Capital and Background

  • Completed $9 million seed round financing, led by BITKRAFT Ventures and Framework Ventures.

  • Notable investors include Accel, Mechanism Capital, Symbolic Capital; angel investors include Balaji Srinivasan, Sandeep Nailwal.

  • Selected by CB Insights as one of the 'Top 100 AI Startups of 2025.'

  • Achieved 2.5 million users, processing an average of 2 billion tokens daily.

  • The first round of the node delegation program sold out quickly ($250,000 contribution, 5,000 participants).

  • New integration has reduced the error rate below 5% for the first time, targeting below 0.1%.

🤝 Major Partners

GPU DePINs:

io.net, Hyperbolic, Aethir, Spheron, Exabits (providing distributed GPU computing power to reduce costs and increase efficiency)

AI Agent Framework:

Eliza, SendAI, Arc, ZerePy, FereAI (expanding AI application capabilities)

Blockchain Network:

Monad, Plume Network (enhanced network infrastructure)

Gamer Network: KGeN (co-developed game AI agents)

The future of AI should not be shackled by its own unreliability.