Knowledge or Calculator? Decomposing the Skill Premium in Verifiable Financial Agent Workflows
Financial AI agents must do more than retrieve facts: investment workflows require correct quantitative execution, reliable use of procedural resources, and auditable structured outputs. We introduce FinSkillBench, an evaluation suite of 2,603 point in time episodes across 12 subtasks in portfolio construction, risk ma...
Jermyn Zhen Yong Bek, Qiang-Bok Zhuang, Zhong-Tian Sun
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