EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents
EvolveTrade lets LLM trading agents self-refine their tool-use policy from realized portfolio feedback, improving Sharpe ratios.
Stories per day · 30 days
1 RSS
2 stories, newest first · one card per story
Stories tagged #trading
What LLM Trading Agents Actually Do in Production: A Six-Month, Population-Scale Record from Two Fleets
Six-month record of 7.5M LLM trading agent invocations shows volatility-blind sizing, minimal upside capture, and no directional edge across two fleets.