Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems
arXiv:2602.15198v1 Announce Type: cross Abstract: Multi-agent systems, where LLM agents communicate through free-form language, enable sophisticated coordination for solving complex cooperative tasks. This surfaces a unique safety problem when individual agents form a coalition and \emph{collude} to pursue secondary goals...
Joint Enhancement and Classification using Coupled Diffusion Models of Signals and Logits
arXiv:2602.15405v1 Announce Type: new Abstract: Robust classification in noisy environments remains a fundamental challenge in machine learning. Standard approaches typically treat signal enhancement and classification as separate, sequential stages: first enhancing the signal and then applying a classifier. This approach...
Statement Regarding API Security Incident | OpenReview
CVPR 2026 Compute Reporting Form - Author Guidelines
The anticipated criminal law decisions and arguments for the rest of this term
ScotusCrim is a recurring series by Rory Little focusing on intersections between the Supreme Court and criminal law. Today’s column is my busman’s holiday project: providing nerd-like numbers and information […]The postThe anticipated criminal law decisions and arguments for the...
Supreme Court to hear arguments on confiscations by Cuban government
It has been more than 65 years since Cuba’s communist government came to power and confiscated large swaths of assets owned by U.S. businesses in Cuba. On Monday, the Supreme […]The postSupreme Court to hear arguments on confiscations by Cuban...
A Multi-Agent Framework for Medical AI: Leveraging Fine-Tuned GPT, LLaMA, and DeepSeek R1 for Evidence-Based and Bias-Aware Clinical Query Processing
arXiv:2602.14158v1 Announce Type: new Abstract: Large language models (LLMs) show promise for healthcare question answering, but clinical use is limited by weak verification, insufficient evidence grounding, and unreliable confidence signalling. We propose a multi-agent medical QA framework that combines complementary...
Scenario-Adaptive MU-MIMO OFDM Semantic Communication With Asymmetric Neural Network
arXiv:2602.13557v1 Announce Type: new Abstract: Semantic Communication (SemCom) has emerged as a promising paradigm for 6G networks, aiming to extract and transmit task-relevant information rather than minimizing bit errors. However, applying SemCom to realistic downlink Multi-User Multi-Input Multi-Output (MU-MIMO) Orthogonal...
Fast Physics-Driven Untrained Network for Highly Nonlinear Inverse Scattering Problems
arXiv:2602.13805v1 Announce Type: new Abstract: Untrained neural networks (UNNs) offer high-fidelity electromagnetic inverse scattering reconstruction but are computationally limited by high-dimensional spatial-domain optimization. We propose a Real-Time Physics-Driven Fourier-Spectral (PDF) solver that achieves sub-second reconstruction through spectral-domain dimensionality reduction. By...
A Not Too Collaborative Constitution? Collaboration as Constitutional Value Versus Model
Constitutional scholarship in recent years has seen a proliferation of ‘isms’ – or the rise of constitutional ideas ‘with adjectives’. Beneath the current trend toward ‘adjectival constitutionalism’ also lie different understandings of constitutionalism as a topic, model, mode of change...
Stephen Colbert says CBS forbid interview of Democrat because of FCC threat
Colbert: "I want to assure you this decision is for purely financial reasons."