The Meta-Agent Challenge: Are Current Agents Capable of Autonomous Agent Development? 事件

The Meta-Agent Challenge: Are Current Agents Capable of Autonomous Agent Development? arXiv:2606.04455v1 Announce Type: cross Abstract: Current AI benchmarks evaluate agents on task execution within human-designed workflows. These evaluations fundamentally fail to measure a critical next-level capability: whether models can autonomously develop agent systems. We introduce the Meta-Agent Challenge (MAC), an evaluation framework designed to test the capacity of frontier models for autonomous agen