RESEARCHInvestigateNEXT 12 MONTHS
CLQT: A Closed-Loop, Cost-Aware, Strategy-Consistent Benchmark for Diagnostic Evaluation of LLM Portfolio-Management Agents
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
Researchers introduced CLQT, a closed-loop benchmarking framework for LLM portfolio management agents that addresses look-ahead leakage.