The security intelligence platform for AI teams
AI security threats move fast and get buried under hype and noise. Built by an Information Systems Security researcher to help security teams and developers stay ahead of vulnerabilities, privacy incidents, safety research, and policy developments.
Independent research. No sponsors, no paywalls, no conflicts of interest.
Comprehensive Survey Maps AI Auditing Landscape: A new academic survey consolidates existing frameworks, principles, and methodologies used to audit AI systems for safety, fairness, and reliability, providing practitioners with a structured overview of current evaluation approaches.
AI is reshaping cybersecurity jobs by automating routine tasks like vulnerability analysis and compliance work, causing companies to consolidate security roles rather than create new ones. Security analysts are shifting from finding answers to evaluating AI-generated findings, and leadership positions are consolidating under fewer executives rather than multiplying. While some routine work is being automated, security roles are evolving rather than disappearing, with emphasis moving toward higher-level risk advisory work and understanding business impact.