Meta-Agent: From Task Descriptions to Verified Multi-Agent Systems 事件

Meta-Agent: From Task Descriptions to Verified Multi-Agent Systems arXiv:2605.25233v1 Announce Type: new Abstract: AI agents are increasingly used to solve complex, multi-step tasks, but existing multi-agent frameworks remain brittle as workflows grow in scale and depth. Small errors at intermediate stages can propagate through agent interactions, while insufficient grounding and weak verification mechanisms further limit reliability. We present Meta-Agent, a two-phase framework that automatica