PrimeScientist gets 10.3% more reward with 50.6% fewer attempts than AutoResearch
DAIR.AI describes PrimeScientist, which uses an adaptive MCTS policy to choose where a research agent spends its budget. On 12 AI research tasks under the same budget, it reports 10.3% more reward and 50.6% fewer research attempts than AutoResearch.