No evaluated AI agent can fully match professional analysts' newness/importance/direction labels on the new 82-case Frontier Financial Judgement benchmark; GPT-5.5 tops out at 52.4%.
FinResearchBench: A logic tree based agent-as-a-judge evaluation framework for financial research agents.arXiv preprint arXiv:2507.16248, 2025
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Frontier Financial Judgement: Can agents tell what might move a stock?
No evaluated AI agent can fully match professional analysts' newness/importance/direction labels on the new 82-case Frontier Financial Judgement benchmark; GPT-5.5 tops out at 52.4%.