FinMaster introduces a simulator-driven benchmark with 183 financial tasks and finds LLM accuracy collapses from about 96% on basic literacy to below 40% on multi-step accounting, auditing, and consulting workflows.
The impact of consulting services on small and medium enterprises: Evidence from a randomized trial in mexico
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FinMaster: A Holistic Benchmark for Mastering Full-Pipeline Financial Workflows with LLMs
FinMaster introduces a simulator-driven benchmark with 183 financial tasks and finds LLM accuracy collapses from about 96% on basic literacy to below 40% on multi-step accounting, auditing, and consulting workflows.