FinBoardBench benchmarks LLMs on dynamic wealth management using Cashflow, Acquire, and Monopoly simulations, finding they struggle with liquidity and complex interactions despite static reasoning ability.
MM-DREX: Multimodal-driven dynamic routing of LLM experts for financial trading,
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2verdicts
UNVERDICTED 2representative citing papers
Reproducibility audit of 30 LLM trading papers shows execution assumptions under-reported relative to agent architectures, illustrated by a 10-equity example where frictions compress returns.
citing papers explorer
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FinBoardBench: Benchmarking Dynamic Wealth Management and Strategic Financial Reasoning of LLMs via Board Game Simulations
FinBoardBench benchmarks LLMs on dynamic wealth management using Cashflow, Acquire, and Monopoly simulations, finding they struggle with liquidity and complex interactions despite static reasoning ability.
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Beyond Agent Architecture: Execution Assumptions and Reproducibility in LLM-Based Trading Systems
Reproducibility audit of 30 LLM trading papers shows execution assumptions under-reported relative to agent architectures, illustrated by a 10-equity example where frictions compress returns.