Mira Network is a decentralized infrastructure designed as a "trust layer" for AI. Its architecture focuses on verifying AI outputs to eliminate hallucinations and bias through a multi-step process: [1, 2, 3, 4]
* Binarization: Complex AI responses are decomposed into small, independent verifiable claims.
* Distributed Verification: These claims are randomly sharded across independent verifier nodes running diverse AI models.
* Consensus Mechanism: Nodes vote on claim validity; a cryptographic certificate is issued only if a supermajority agrees.
* Economic Security: Operators stake $MIRA tokens, earning rewards for honesty and facing slashing for malicious data. [1, 4, 5, 6, 7, 8]
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Would you like to explore how to integrate the Mira SDK into your own AI applications?
[1] [https://www.coti.news](https://www.coti.news/news/what-is-mira-mira-everything-you-need-to-know)
[2] [https://www.binance.com](https://www.binance.com/en/square/post/298140929295345)
[3] [https://medium.com](https://medium.com/@forthcoming/the-mira-network-architecture-50b8c9d38430)
[4] [https://www.binance.com](https://www.binance.com/en/square/post/30219577971482)
[5] [https://www.binance.com](https://www.binance.com/en/academy/articles/what-is-mira-mira)
[6] [https://www.mexc.com](https://www.mexc.com/learn/article/what-is-mira-network-mira-coin-complete-guide-to-the-ai-verification-crypto-token/1)
[7] [https://coinmarketcap.com](https://coinmarketcap.com/cmc-ai/mira-network/what-is/)
[8] [https://medium.com](https://medium.com/@forthcoming/the-mira-network-architect