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Academic · 1 min

MultiVer: Zero-Shot Multi-Agent Vulnerability Detection

arXiv:2602.17875v1 Announce Type: cross Abstract: We present MultiVer, a zero-shot multi-agent system for vulnerability detection that achieves state-of-the-art recall without fine-tuning. A four-agent ensemble (security, …

Shreshth Rajan
8 views
Academic · 1 min

Condition-Gated Reasoning for Context-Dependent Biomedical Question Answering

arXiv:2602.17911v1 Announce Type: cross Abstract: Current biomedical question answering (QA) systems often assume that medical knowledge applies uniformly, yet real-world clinical reasoning is inherently conditional: …

Jash Rajesh Parekh, Wonbin Kweon, Joey Chan, Rezarta Islamaj, Robert Leaman, Pengcheng Jiang, Chih-Hsuan Wei, Zhizheng Wang, Zhiyong Lu, Jiawei Han
7 views
Academic · 1 min

From Lossy to Verified: A Provenance-Aware Tiered Memory for Agents

arXiv:2602.17913v1 Announce Type: cross Abstract: Long-horizon agents often compress interaction histories into write-time summaries. This creates a fundamental write-before-query barrier: compression decisions are made before …

Qiming Zhu, Shunian Chen, Rui Yu, Zhehao Wu, Benyou Wang
6 views
Academic · 1 min

Neural Synchrony Between Socially Interacting Language Models

arXiv:2602.17815v1 Announce Type: new Abstract: Neuroscience has uncovered a fundamental mechanism of our social nature: human brain activity becomes synchronized with others in many social …

Zhining Zhang, Wentao Zhu, Chi Han, Yizhou Wang, Heng Ji
4 views