Author

Sudheer Chava

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#artificial intelligence Preprint Aug 2026

Can LLMs Take the Pulse of the Economy? A Real-Time Evaluation of LLM Nowcasts on Macroeconomic Indicators

Over six months with four state-of-the-art LLM agents configured with web search, aggregate nowcast accuracy is broadly comparable to the institutional and professional benchmarks, with performance varying widely across individual indicators.

Xin-Yue Zhao, Ruiyi Zhang, Liqin Ye et al. · 0 citations

Jul 2026

Credit Cards, Confusion, Computation, and Consequences: What Can We Uncover About Language Model Reasoning?

CreditCardQA, the first financial literacy benchmark for numerical reasoning derived from real credit card agreements, is introduced and error analysis shows that failures arise less from arithmetic and more from misapplied financial rules, missed conditions, and misunderstandings of contractual terms.

Arnav Hiray, Agam Shah, Caleb Lu et al. · arXiv.org · 0 citations