cs.MA · 2026-07-14 · No. 53

Multiagent Systems, 2026-07-14.

2 new papers in cs.MA. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

2 entries
  1. 01

    An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory

    Ahmed Omar Salim Adnan, Yogananda Manjunath, Shivanjali Khare

    cs.MA · cs.AI · cs.CR · cs.HC

    Following the rapid progress of generative Artificial Intelligence, there is a growing threat posed by conversational scams. These scams often span over multiple weeks or months, gradually build trust and request for money or sensitive information. Existing scam-detection systems mainly focus on isolated messages, which renders them inadequate against this evolving threat. This paper extends single-message phishing detection and presents an...

    arxiv.org/abs/2607.11707 · PDF

  2. 02

    Multi-Agent LLMs Fail to Explore Each Other

    Hyeong Kyu Choi, Jiatong Li, Wendi Li, Xin Eric Wang, Sharon Li

    cs.MA · cs.AI

    Exploration is essential for reliable autonomy in multi-agent systems, yet it remains unclear whether large language model (LLM) agents can explore effectively when interacting with one another. We show that modern LLM agents fail to do so, often exhibiting myopic and polarized interaction patterns that lead to suboptimal coordination and increased regret. We formalize this challenge as the Multi-Agent Exploration problem, modeling it as a...

    arxiv.org/abs/2607.11250 · PDF

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