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The internet has a truth problem. So we built Mira Verify, which uses multi-model consensus to identify hallucinations and misinformation. Mira is the multi-sig of truth.
294,962 Aufrufe • vor 1 Jahr •via X (Twitter)
10 Kommentare

AI is flooding the internet with slop: hallucinations, misinformation, and zero accountability. Without a way to verify the truth, the negatives consequences to society could be massive.

Mira Verify extracts all factual claims in any content (AI or not) and broadcasts the claims to the network. Each node on the network hosts an AI model; each model then verifies the claims independently.

The network’s consensus algorithm compares responses from each model If all agree it’s true → marked true ✅ If all agree it’s false → marked false ❌ If there is disagreement; that’s fine too — some claims carry more nuance, and the network flags this programmatically.

The network then returns the original content flagged with "True", "False", or "No Consensus" claims. It is wisdom of the crowds applied to AI hallucinations. Here's a visualization of the outcome.

It’s time to secure the truth, programmatically and economically. Because the cost of not doing so is too high. Join the waitlist and help us build a more trustworthy AI future 👇

gmira

Verifying claims through model consensus is a practical step toward addressing AI misinformation. I believe it will scale very well, and Mira Verify will be a key layer for trust in AI generated content. I believe in @Mira_Network

I've already registered

That 3/3 is trend setting concept.. That means reduce the Hallucinations.

3/3

