Complete Guide to Open Source & AI Licensing

The licensing rules for modern software are still being written and many teams don’t know where their exposure lives. This guide gives engineering, legal, and security teams a clear compliance framework that keeps pace with development.

What’s inside:

  • Compliance red flags – the highest-risk licensing scenarios teams face in 2026 and how to address them
  • AGPL and GPL compliance – how copyleft licenses behave differently when delivering AI via SaaS or API
  • Open weights vs. open source AI – why the distinction matters and what obligations each carries
  • Open source compliance workflow – covering code, model artifacts, datasets, and deployment
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