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Academic · 1 min

LLMs Should Express Uncertainty Explicitly

arXiv:2604.05306v1 Announce Type: new Abstract: Large language models are increasingly used in settings where uncertainty must drive decisions such as abstention, retrieval, and verification. Most …

Junyu Guo, Shangding Gu, Ming Jin, Costas Spanos, Javad Lavaei
59 views
Academic · 1 min

PCA-Driven Adaptive Sensor Triage for Edge AI Inference

arXiv:2604.05045v1 Announce Type: new Abstract: Multi-channel sensor networks in industrial IoT often exceed available bandwidth. We propose PCA-Triage, a streaming algorithm that converts incremental PCA …

Ankit Hemant Lade, Sai Krishna Jasti, Nikhil Sinha, Indar Kumar, Akanksha Tiwari
33 views
Academic · 1 min

ClawsBench: Evaluating Capability and Safety of LLM Productivity Agents in Simulated Workspaces

arXiv:2604.05172v1 Announce Type: new Abstract: Large language model (LLM) agents are increasingly deployed to automate productivity tasks (e.g., email, scheduling, document management), but evaluating them …

Xiangyi Li, Kyoung Whan Choe, Yimin Liu, Xiaokun Chen, Chujun Tao, Bingran You, Wenbo Chen, Zonglin Di, Jiankai Sun, Shenghan Zheng, Jiajun Bao, Yuanli Wang, Weixiang Yan, Yiyuan Li, Han-chung Lee
25 views
Conference · 1 min

ICML 2026 Press Information

ICML 2026 Press Information Resources: Fact Sheet 2025 Fact Sheet 2024 ICML Logo svg (vector) png (bitmap) Press Policy: ICML 2026 Press Pass Application. The …

82 views
News · 1 min

The who, what, and where of gun control

A Second Opinion is a recurring series by Haley Proctor on the Second Amendment and constitutional litigation. My previous column examined what it means for …

Haley Proctor
67 views
News · 1 min

SCOTUStoday for Tuesday, April 7

President Donald Trump is not done complaining about the Supreme Court’s tariffs ruling. Keep reading to learn more about his latest message for the justices.The …

Kelsey Dallas and Nora Collins
74 views