Abstract: Metallic rods are widely used in the aerospace, chemical, and construction industries, where long-term service can lead to problems such as wall thinning and fatigue damage. Accurate ...

LatentMAS is a multi-agent reasoning framework that moves agent collaboration from token space into the model’s latent space. Instead of producing long textual reasoning traces, agents communicate by ...