Gui-Ling Wang

The Price of Thought: Does Test-Time Reasoning Pay in LLM Trading?

While inference-time reasoning in large language models (LLMs) promises better decision making, its higher computational cost may not yield better economic outcomes. Yet reasoning controls are rarely evaluated as economic interventions, where changes in model outputs must translate into better portfolios after trading...