Building AI for Reliable Execution: Lessons From Industrial Robotics
Latent Space 4 days ago 7 ● 4 sources
Standard Bots says it is deploying an AI stack for industrial robot arms that uses shared base models adapted by demonstrations and fine-tuning, with perception handled by the model and motion/cell logic handled by conventional programming. Its backbone for machine tending was trained on over 1 billion images. The approach shifts development toward targeted data, local on-prem inference for factory reliability, and platform work (StandardOS) that makes it easier for developers to collect data, train, and deploy robot models.