arXiv cs.CLPaper
What Do CAE Simulation Agents Really Need Beyond a Generic Harness?
The real finding undermines a year of architectural complexity: multi-agent decomposition and specialized machinery added almost nothing once the base model got strong enough. If you're building domain-specific agent systems, this suggests you should start with a strong generic harness and execution feedback, not a custom architecture. It will be faster to build and probably more robust.