Artificial General Intelligence (AGI) represents a transformative advancement in machine learning and computational intelligence. This paper introduces a decentralized approach to AGI, leveraging Blockchainbased Artificial DNA (ADNA) as a core evolutionary memory mechanism. By integrating Proof of Evolution (PoE) as a consensus mechanism, we ensure fair AI development and governance. The proposed system enables self-improving AI models, adaptive block times, and transparent AI training logs, preventing monopolization and enhancing accessibility in global AI research.
Current AI training and governance models are centralized, opaque, and monopolistic. Large corporations control the majority of AI data, compute power, and model development, leading to limited innovation, fairness, and accessibility. Centralized AI decision-making raises concerns over biases, security risks, and potential monopolization of intelligence. Furthermore, reliance on closed-source AI models restricts the ability of researchers, developers, and organizations to build upon existing AI advancements.
To overcome these challenges, we introduce the Universal AGI Blockchain—a decentralized, open-source framework that leverages Blockchain-based Artificial DNA (ADNA) to ensure autonomous AI evolution, security, and transparency. The system incorporates:
A cryptographically secure, blockchain-based record of AI model evolution.
A consensus mechanism where AI models compete to optimize themselves, with the best-performing models signing new blocks.
Community-driven decision-making to ensure fair AI model evolution.
AI training speed dynamically adjusts based on computational advancements.
Ensures secure and verifiable AI training logs without centralized oversight. This approach fosters a globally distributed AI research ecosystem, preventing single-entity control while ensuring secure, transparent, and scalable AI development.