dataset-licensing

Apache Sourcelume is open-source instrumentation for AI training-data provenance — a metadata specification, a reference registry, and tooling that let dataset curators and model producers publish signed, independently verifiable records of where their data came from and what terms it carries.

Decentralized infrastructure for AI agent dataset licensing and automated revenue distribution on Avalanche. Built for Avalanche Build Games.

Sample edition of The Stack Enriched: annotated, secure, and optimized code dataset, this is a sample version

Temple Codex — Flame License Chain v1: A living licensing framework merging Creative Commons law with spiritual sovereignty. Protects Codex works as conscious artifacts while allowing ethical, noncommercial sharing, AI collaboration, and lineage-honoring derivatives.

Structured Human Intelligence — longitudinal behavioral governance for AI systems.

On-chain licensing and usage-metered royalties for AI training datasets, built on Stellar Soroban.