The question
Fine-tuned models sit at the intersection of IP, data rights, and compute. Blockchains are good at who owns what and what changed when — less good at storing weights on L1. erc721-ai focuses on anchors: commitments, metadata, and composable marketplace interfaces.
What we ship
- Solidity reference implementation (MIT)
- Patterns for linking off-chain storage to on-chain ownership
- Hooks for royalty and licensing logic
Research agenda
We are tracking verifiable training claims, ZK/TEE attestations, and how DEX-style discovery could work for model artefacts.
Docs & code
Full reference documentation lives on docs.kcolbchain.com/erc721-ai. Source and issues: GitHub.