most citedTowards Engineering Multi-Agent LLMs: A Protocol-Driven Approach

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cs.HC2026

Making Sense of Scams: Understanding Scam Conversations Through Multi-Level Alignment

Zhenyu Mao, Jacky Keung, Xiangyu Li +4

Online scams often unfold gradually through interaction, yet existing detection systems predominantly rely on snapshot-based signals and interruptive warnings, revealing two resear…