FrontierCS 2, a benchmark I contributed to, is out on arXiv. It tests whether AI agents can do computer science R&D: each of its 48 tasks removes a paper's key contribution from its released code, and an agent passes only by beating the original on hidden workloads. Watch the one-minute video or see the publication entry.