arXiv:2606. 29771v1 Announce Type: new Abstract: LLM agents are increasingly cast as autonomous portfolio managers, and benchmarks have moved from financial question-answering to sequential trading.
By Bo Qu, Mingguang Chen
arXiv:2603. 03970v2 Announce Type: replace Abstract: Generative artificial intelligence (GenAI) is increasingly being integrated into complex business workflows, fundamentally shifting the boundaries of managerial decision-making.
By Sule Ozturk Birim, Fabrizio Marozzo, Yigit Kazancoglu
arXiv:2608. 08621v1 Announce Type: new Abstract: Running a business is a challenging form of intelligent work.
By Yijun Pan, Yukun Lian, Kunyu Shi, Junbo Li, Hongwei Xue, Sicong Xie, Guannan Zhang, Xiaoying Xing
arXiv:2509. 26331v2 Announce Type: replace Abstract: The rapid advancement of LLMs sparked significant interest in their potential to augment or automate managerial functions.
By Berdymyrat Ovezmyradov
The paper introduces DSA, an evidence‑aware orchestration framework that uses large language model agents to conduct multi‑market stock research. DSA structures the workflow into stages of evidence acquisition, context construction, model‑routed analysis, optional role and Strategy Skill reasoning, and report generation, offering both a default and an agentic profile with distinct output validation and risk safeguards. The reference implementation supports six regional markets, fifteen Strategy Skills, and multiple execution surfaces, and has passed 1,457 portable offline backend contract tests, confirming implementation conformance.
By Linsen Zhu, Yi Shi
arXiv:2606. 18543v1 Announce Type: new Abstract: Language model agents are becoming proficient executors at isolated, short-horizon tasks such as software engineering and customer service.
By Haozhe Chen, Karthik Narasimhan, Zhuang Liu