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cs.AI2026
ResearchArena: Evaluating Sabotage and Monitoring in Automated AI R&D
Lena Libon, Ben Rank, Jehyeok Yeon +5
As AI agents begin to automate AI R&D, we need ways to assess whether their outputs are safe to deploy, even when the agents themselves may be untrusted. AI control offers one such…
cs.AI2026
InferenceBench: A Benchmark for Open-Ended LLM Inference Optimization by AI Agents
Jehyeok Yeon, Ben Rank, Maksym Andriushchenko
AI agents are increasingly used to automate research and development tasks, yet existing benchmarks typically evaluate them on prescribed workflows or narrow action spaces. Even no…