Xiaomi's HarnessX rewrites its own AI scaffolding mid-task — and smaller models gain the most

Xiaomi's HarnessX autonomously rewrites AI agent harnesses mid-execution, delivering +14.5% avg performance gains — and +44% ...
ADTmag

Project Valhalla Targets JDK 28 as Java SE Expert Group Begins Work

The Java Community Process formally launches development of Java SE 28, with Project Valhalla once again positioned as the release's most closely watched feature.
XDA Developers on MSN

I replaced three Obsidian plugins with one after finding Operon's task system

Operon is the project management plugin of your dreams.
IEEE

A Task-Oriented and Lightweight Semantic Communication System with Secure Federated Aggregation in Distributed Wireless Networks

Abstract: Semantic communication (SemCom) has recently emerged as a promising paradigm for enhancing the efficiency and intelligence of wireless networks. Nevertheless, device het erogeneity, resource ...
IEEE

Never Too Cocky to Cooperate: An FIM and RL-Based USV-AUV Collaborative System for Underwater Tasks in Extreme Sea Conditions

Abstract: This paper develops a novel Unmanned Surface Vehicle (USV)–Autonomous Underwater Vehicle (AUV) collaborative system designed to enhance underwater task performance in extreme sea conditions.