Fabricated news can steer LLM trading agents into the same trades
On about 10,000 decisions across 15 U.S. stocks, two 30-word fake-news templates hit 100% attack success.
Stories per day · 30 days
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Stories tagged #financial-markets
LiveMACE: Process-Aware Evaluation of LLM Agent Capabilities in Evolving Markets
LiveMACEBench evaluates persistent LLM agents in live markets, separating returns from capability-specific mechanism use.
LiveMACEBench scores LLM agents by process in live markets
Over 30 days, five frontier models' returns often diverged from mechanism-specific capability measurements.