Fiduciary AI: Agents need to prove trustworthiness, not just ability
AI agents lose trustworthiness after deployment because they operate in dynamic real-world environments that differ from static sandbox testing conditions. Organizations currently treat trust as pre-deployment through benchmark scores, but these fail to account for continuous environmental changes and outdated training data that agents encounter during production operation.
Read full story →OpenAI and Anthropic Back Employee Call to Pace AI Progress
Over 1,100 employees from leading AI labs signed a statement requesting Washington help slow frontier AI development, with OpenAI and Anthropic endorsing it as companies. The statement titled "Pacing the Frontier" was published on July 28, 2026, four days before the Trump administration's deadline for producing a frontier-model security framework.
Mate Security Raises $35M to Build an Open Foundation for AI Security Operations
Mate Security raised $35 million in Series A funding to help enterprises defend against rapidly evolving cyberattacks. The round was led by Canaan Partners with participation from Insight Partners, Team8, and Microsoft's M12 fund, bringing total funding above $50 million.
FBI Expects Adversaries to Turn Frontier AI on Software Bugs
Autonomous AI models will increasingly discover software vulnerabilities that adversaries could exploit. The FBI deputy assistant director stated that Anthropic's Mythos model has identified flaws in foundational systems like operating systems and security tools.