Brief

A new research paper proposes an autonomous event-driven multi-agent orchestration system designed for enterprise AI at scale. The study evaluates two architectures, DAG Plan and Execute and ReAct, across various enterprise scenarios and scales. Results indicate that performance degradation at larger scales is primarily due to agent discovery noise, with simple tasks being more affected. A novel Task Manager was introduced to improve continuous operation by reducing latency and enhancing event correctness. AI

Microsoft is previewing a Windows 11 update that aims to improve application launch speeds and enhance system performance. A key feature involves the Task Manager gaining the ability to monitor and manage tasks running on the Neural Processing Unit (NPU). This update also includes a known issue that could potentially cause installation rollbacks. AI