IEEE

A Multi-Task Neural Framework for Unified Alert Processing and Incident Prediction in Enterprise IT Systems

Abstract: Effective incident management in modern IT systems requires timely interpretation and routing of alerts generated from diverse sources such as SNMP Traps, Syslog messages, and xMatters ...
Forbes

Inside Gemini Spark: Code Reveals The Skill System And Task Scheduler Powering Google's AI Agent

This voice experience is generated by AI. Learn more. This voice experience is generated by AI. Learn more. Google's Gemini-powered screen automation, currently on Pixel 10 and Galaxy S26, is set for ...
VentureBeat

Claude Code's '/goals' separates the agent that works from the one that decides it's done

A code migration agent finishes its run, and the pipeline looks green. But several pieces were never compiled — and it took days to catch. That's not a model failure; that's an agent deciding it was ...
IEEE

Modular Task Decomposition and Dynamic Collaboration in Multi-Agent Systems Driven by Large Language Models

Abstract: This paper addresses the limitations of a single agent in task decomposition and collaboration during complex task execution, and proposes a multi-agent architecture for modular task ...