Will AI Replace My Job? OpenAI’s New GDPval Benchmark Has The Answers

Professional woman with AI dashboard in bright office; Time-style headline; will AI replace my job explored via GDPval insights.

Will AI Replace My Job OpenAI’s New GDPval Benchmark Has The Answers GDPval Win Rate vs. Industry Professionals (Wins + Ties) Expert graders compared deliverables from leading models to human experts. Today’s frontier models are approaching expert quality. Claude Opus 4.1 was rated as good as or better than humans in just under half the tasks. … Read more

How To Defend Against Prompt Injection And Other AI Attacks

Feature image showing control/data split and a policy shield for prompt injection prevention in a realistic agent dashboard.

How to Defend Against Prompt Injection and Other AI Attacks Prompt Injection Prevention, Security vs Utility, CaMeL vs Undefended Task completion and provable security coverage, based on the CaMeL research results Task completion Provable security Undefended system completed 84 percent of tasks with no provable security. CaMeL completed 77 percent of tasks with provable security … Read more