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Harvard University

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RE-Bench: Evaluating frontier AI R&D capabilities of language model agents against human experts

QuestionHow do agents compare with experts on open-ended ML research engineering?

Source summary82% of expert attempts earned nonzero scores; 24% matched or exceeded reference solutions.

NUWA research note · independent review pending · Contains: question / method / limits

AutonomyCapability

The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning

QuestionCan a public proxy benchmark track hazardous knowledge while supporting mitigation research?

Source summaryThe paper evaluates knowledge-reduction methods alongside general-capability retention.

NUWA research note · independent review pending · Contains: question / method / limits

CBRNCapability