Resources
Microsoft Learn paths, GitHub docs, books and tools, the curated reading list behind the talk.
Microsoft Learn
- Responsible AI principles and approach
- Evaluate generative AI models
- Plan and prepare to develop AI solutions responsibly
- Microsoft Cloud Adoption Framework, AI
GitHub
- GitHub Copilot trust center
- GitHub Copilot documentation
- Building responsibly with GitHub Copilot (GitHub Blog)
- GitHub Advanced Security
Standards & frameworks
- Microsoft Responsible AI Standard v2
- NIST AI Risk Management Framework
- OWASP Top 10 for LLM Applications
- EU AI Act, high-level summary
Books I keep coming back to
- Weapons of Math Destruction, Cathy O'Neil
- The Alignment Problem, Brian Christian
- Atlas of AI, Kate Crawford
- Designing Machine Learning Systems, Chip Huyen
The meta-resource
Whatever you read, read with your own product in your head. Theory only becomes practice when you can name the line of code it would change.