ERC-473F: The Dynamic AI-NFT Standard

ERC-473F is a next-generation NFT protocol designed for dynamic, upgradable, and computationally active AI models on the blockchain. Unlike traditional NFT standards, which store static metadata, ERC-473F enables AI models to evolve by integrating real-time data updates, modular smart contract interactions, and decentralized computation frameworks.

Stateful AI Model Architecture

ERC-473F introduces a stateful NFT structure, allowing AI models to store, process, and modify internal parameters directly on-chain. This is implemented through:

• Persistent AI State Management, where smart contracts maintain AI model training progress, adaptation logs, and execution history.

• Dynamic Storage Layer, which enables modular AI parameter updates without requiring re-minting of the NFT.

• On-Chain Function Calls, allowing AI models to interact with other smart contracts while retaining historical performance metrics.

Modular Smart Contract Interactions

ERC-473F extends traditional NFT functionality by allowing modular AI components to be updated via smart contracts. Key features include:

• Upgradeable AI Logic Layers, enabling AI-NFTs to integrate new algorithmic structures without modifying ownership or asset provenance.

• Decentralized Parameter Control, where governance mechanisms define AI behavior modifications based on community or owner preferences.

• Interoperable AI Agents, allowing ERC-473F AI models to interact with DeFi protocols, automated services, and other Web3 applications programmatically.