🔥 Check out @mira_network's verification system, Verify. Verify uses three AI brains—three independent verification models—to check every piece of AI-generated content: - If all three verification models agree that it is true, then the text is officially marked as "true." - Conversely, if all three verification models agree that the content is false, it is marked as "false." - In other cases, if the three verification models do not reach a consensus, it is marked as "no consensus," indicating that there may be errors or disputes. ⭐️ Example: In the image below, the models unanimously agree that the two statements marked in green are correct: Bitcoin’s mining difficulty adjusts every 2,016 blocks to maintain the 10-minute block time. The difficulty increased 1 trillion fold between 2009 and 2019. Indeed, Bitcoin's mining difficulty does adjust every 2,016 blocks to maintain a 10-minute block time, and it did increase by 1 trillion times between 2009 and 2019. As for the last statement: Satoshi Nakamoto personally mined the first 50,000 blocks using a single laptop. "中本聪亲自使用一台笔记本电脑挖掘了前50,000个区块" was unanimously rejected by the three models and marked as "false": Satoshi contributed a significant portion of the first 50,000 blocks (especially at the beginning), but certainly not all—otherwise, how would it reflect the decentralized spirit of Bitcoin? ⭐️ How to use it specifically? Verify is not just a demonstration tool; it is also a plug-and-play backend system that can be accessed via API to review AI-generated content, mark erroneous paragraphs, automatically regenerate, or submit for manual processing, etc. Link:
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Mira (3/3)16.7. klo 20.01
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.
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