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AI terasa seperti dibuat untuk mengelabui kita dengan tebakan liar dan bias tersembunyi.
Saya menghabiskan waktu berhari-hari menyaring output chatbot yang tidak dapat diandalkan, kehilangan kepercayaan dengan cepat.
@Mira_Network mengubah permainan.
Kawanan AI terdesentralisasi mereka memverifikasi setiap output secara real-time, memberikan akurasi 96% saat Anda bersantai.
• Node terdesentralisasi seperti cloud AI global, kompatibel dengan OpenAI.
• Model router binarisasi dan keluaran pecahan, terinspirasi oleh blockchain paralel.
• Mematahkan klaim, merutekan ke berbagai node untuk validasi biner.
• Konsensus diperlukan, atau diregenerasi sampai diverifikasi.
• Tidak ada BS, hanya percaya.
Ini seperti pasukan kebenaran yang menjaga data Anda – potensi bulan terkunci!
#Mira #MiraNetwork #Verify #AI


28 Jun 2025
How does Mira's verification system work technically?
> Our system is built as a decentralized network of nodes, where one node equals a model plus its underlying compute, functioning like a global AI cloud with OpenAI-compatible API integration.
> A model router handles requests to your chosen base model, which generates output that's then binarized and sharded using proprietary methods inspired by parallel blockchains.
> The verification process breaks the model's output into individual factual claims, routes each claim to a diverse ensemble of nodes that independently assess validity as a binary decision.
> Only if all models agree on the claim's validity is it passed back to the user, i.e., if consensus isn't reached, a recursive regeneration loop is triggered until it is, ensuring only fully verified, consensus-approved responses are returned.
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