Dyna Robotics(@DynaRobotics):An hour of lab evals catches a model that doesn't work. It won't catch one that fails once every two hundred trials, or degrades over a week, or runs fine on this robot and badly on the one beside it. So the eval moved to where the work is. Every episode, every site, graded on the customer's definition of good. Over a terabyte a day, autolabelled into SOP steps, outcomes, and failure modes. Today, a new Dyna deployment goes from setup to production ROI in as little as three days. This is just scratching the surface. Also

2026.08.27 18:13

An hour of lab evals catches a model that doesn't work. It won't catch one that fails once every two hundred trials, or degrades over a week, or runs fine on this robot and badly on the one beside it. So the eval moved to where the work is. Every episode, every site, graded on the customer's definition of good. Over a terabyte a day, autolabelled into SOP steps, outcomes, and failure modes. Today, a new Dyna deployment goes from setup to production ROI in as little as three days. This is just scratching the surface. Also - we're hiring across deployment research: