Industry Reports
4 resourcesSurveys & Meta
Vendor reports, market analysis, and industry research
On the Societal Impact of Open Foundation Models
Sayash Kapoor, Rishi Bommasani, Kevin Klyman + 2 more — arXiv preprint
Analyzes the societal impacts of open-weight foundation models, including security implications of open vs closed model access.
The AI Security Pyramid of Pain
Daniel Miessler — Blog / Industry
Adapts David Bianco's Pyramid of Pain framework to AI security, categorizing AI threats by how difficult they are for adversaries to change.
Google DeepMind: Gemini Security Assessment and Red Team Evaluation
Google DeepMind — Google AI Blog
Describes Google's approach to red teaming Gemini models, including automated and human evaluation methods for safety and security.
Microsoft AI Red Team: Lessons Learned and Best Practices
Microsoft AI Red Team — Microsoft Blog
Shares lessons from Microsoft's AI red team operations including methodology, tooling, common failure modes, and best practices.