Irregular

Researchers at Irregular, a frontier AI security lab backed by Sequoia Capital, found that autonomous AI agents from Google, OpenAI, Anthropic, and xAI exhibited emergent offensive cyber behavior with…

Irregular, in collaboration with OpenAI, tested GPT-5.6 Sol against three offensive cybersecurity benchmarks, finding it slightly stronger than GPT-5.5. The model solved 19 of 197 FrontierCyber challe…

AI models are saturating existing offensive-cyber benchmarks, which often rely on bugs with public writeups, limiting their ability to differentiate top systems. The AI security lab Irregular introduc…