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![0xKrisfi Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1702357608819232768.png) Great Krisfi [@0xKrisfi](/creator/twitter/0xKrisfi) on x 24.7K followers
Created: 2025-07-28 10:19:21 UTC

Everyone's excited about AI veracity, Mira Verify is leading the shift from hallucination to trust.

@Mira_Network delivers a decentralized verification layer where AI output is broken into factual claims and verified by different models running in independent node sets

Output accuracy reportedly jumps from ~70% to ~96%, hallucinations down ~90%, and over 3B tokens processed daily

Here’s how it works:

 + AI-generated text is broken down into factual claims
 + These claims are sent to a network of independent verifier nodes, each running different AI models
 + Nodes vote true/false/uncertain ➜ consensus determines truth
 + Final results are wrapped in ZK-backed certificates and stored onchain
 + Apps like Klok or Gigabrain pull verified answers via API

No single model has the final say. Verification is multi-model, tamper-resistant, and transparent.

I see this as a necessary step for AI infrastructure.

By separating claim verification from AI generation, they enable a scalable, trustless layer. Mira is the future of reliable AI.

![](https://pbs.twimg.com/media/Gw7_kAYacAAFGbm.png)

XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1949776685211279365/c:line.svg)

**Related Topics**
[decentralized](/topic/decentralized)
[coins ai](/topic/coins-ai)

[Post Link](https://x.com/0xKrisfi/status/1949776685211279365)