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![ix_wilson Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1354164648757628935.png) WILSON [@ix_wilson](/creator/twitter/ix_wilson) on x 169.3K followers
Created: 2025-07-20 13:41:42 UTC

Imagine five AIs debating a fact before presenting it. 

That’s @Mira_Network ’s consensus layer in action.

Instead of relying on one AI’s output, Mira taps multiple sources, models, humans, and APIs to validate information.

It’s not opinion. It’s consensus.

Each “agent” proposes an answer.
Then they compare, vote, and reach agreement before anything is shown to you.

Truth, by peer review.

This prevents hallucinations, reduces bias, and increases confidence in the result.
Because trust should be earned, not assumed.

That’s why Mira is more than AI, it’s verifiable intelligence.

And it’s decentralized.


XXXXX engagements

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[Post Link](https://x.com/ix_wilson/status/1946928505587179573)