Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2606.20058.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

The paper evaluates DAG Plan and Execute and ReAct across 208 production-derived enterprise scenarios at Persona, Department, and Enterprise scales, and introduces a Task Manager for continuous multi-agent operation. Scale, not task complexity, dominates orchestration performance, with agent discovery noise as the primary bottleneck at enterprise scale.

Quantifies how multi-agent architectures actually degrade at scale and offers a Task Manager design with measured latency and correctness gains.

Cited by

No citations on record.