Mira Network (often referred to as Mira or with token $MIRA) is a decentralized protocol designed to address key reliability issues in modern AI systems, such as hallucinations (generating false or unsupported information) and biases. It acts as a "trust layer" for AI by verifying outputs in a trustless, blockchain-based manner.

Core Concept and How It Works:

The project tackles the limitation that no single AI model can fully eliminate errors due to trade-offs in training (e.g., curating data reduces hallucinations but can introduce bias, and vice versa). Instead of relying on one centralized model or authority, Mira uses collective intelligence through a decentralized network:

Claim Breakdown: Complex AI outputs (e.g., responses, summaries, or actions) are decomposed into smaller, independent verifiable claims or factual statements.

Distributed Verification: These claims are distributed across a network of independent nodes, each running diverse AI models (e.g., GPT-4o, Claude 3.5, Llama 3.1, etc.). #mira $MIRA