… From model evaluations to a security partnership In late 2025, we noticed that Opus 4.5 was close to solving all tasks in CyberGym , a benchmark that tests whether LLMs can reproduce known security vulnerabilities. …
… Cybersecurity : Incident response accelerated from hours to minutes, with agentic vulnerability operations—code review, automated containment—closing exposure windows before adversaries can exploit them. …
… Job exposure to AI looks different when success rates are factored in We also use the success rate primitive to better understand job exposure to AI, calculating the share of each occupation that Claude can perform by weighting task coverage by both success rates and the importance of each task wit… …