Neural Network Tokens
Web3 / cryptocurrency types
Neural Network Tokens are digital assets that represent fractional or full ownership stakes in specific trained machine learning models, neural network architectures, or AI systems deployed on blockchain networks. Token holders gain economic rights to revenues generated by the model (such as prediction fees or licensing income), governance rights over model updates and parameters, and potentially access to the model's outputs. These tokens enable collective ownership of AI intellectual property, allowing distributed teams to build, improve, and monetize machine learning systems while maintaining transparent audit trails and automated revenue distribution through smart contracts. This structure makes AI model development accessible to decentralized communities rather than requiring venture capital or corporate structures. Example: The SingularityNET platform uses AGIX tokens to represent ownership in its federated network of AI agents and services, enabling token holders to govern service pricing, model selection, and revenue distribution across the marketplace. Why it matters for cryptocurrency: Neural Network Tokens unlock fractional ownership of AI intellectual property, transforming AI from a capital-intensive enterprise into tokenized assets tradeable on open markets. This creates new asset classes while ensuring decentralized, democratic control over increasingly valuable AI systems.
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