How Mira Network Builds a "Truth Architecture" in the AGI Era Entering 2026, large language models have become society's "digital oracles," capable of answering questions ranging from code to healthcare. However, this oracle is not perfect: ❌ Probabilistic Illusion: AI is essentially a probabilistic generative model, which inevitably leads to "illusions" when providing answers. ❌ High-Risk Industries: In fields such as law, healthcare, and finance, even a 1% error can lead to catastrophic consequences. ❌ Black Box Dilemma: AI services provided by centralized giants lack external audits, forcing users to "blindly trust" vendors. ■ Advanced Architecture from "Generation" to "Verification" Mira @miranetwork proposes a core solution to these problems: establishing a verification network that prevents AI from lying. ① Binarization ② Distributed Multi-Model Consensus ③ Proof-of-Verification The emergence of Mira @miranetwork signifies a paradigm shift in the AI ecosystem from "expressive richness" to "execution determinism," representing a more deterministic path for future AI development.