Frontier Financial Judgement: Can agents tell what might move a stock?
The strongest agent the authors evaluate on Frontier Financial Judgement matches all expert labels in only 52.4% of cases, and substantial trade-offs among agent accuracy, cost, false positives and reliability that continue to hinder the reliable deployment of news-flow filtering in practice are found.