WhatWorkedBench: Benchmarking Experimental Understanding in AI Agents.

arXiv:2609.27490v2 Announce Type: replace Abstract: AI research agents must predict the effects of computational changes after budgeted experiments. WhatWorkedBench evaluates this experimental understanding through a delivered response surface of configuration