.@Mira_Network is a decentralized, incentive-driven system for AI verification, a “multi-sig for truth.” It combines Proof-of-Work (AI inference) with Proof-of-Stake (staking and slashing) to reward honest consensus and punish manipulation. Statistical analysis detects dishonest patterns, ensuring no single AI or verifier controls the outcome. This creates a scaling trust loop where honest actors profit, users get reliable verification, and truth is secured without central authority, a critical primitive in an AI-saturated world.