somnio robotics lets deployed robots adapt to their environments without retraining the underlying VLA model. during “sleep cycles,” our mastery layer tests various adjustments to movement parameters, which change how robots interact with the physical world to accomplish goals. then, we save the most successful parameters for future tasks.