1/ I've been spending a lot of time in the robotics space as of late, with a focus on {parameter/energy} efficiency at the edge, as once AI leaves the data center and touches matter, the core question becomes; How should a machine perceive, reason, and act in a continuous, messy physical world—on a 5 ms/15000mAh budget, without breaking anything? A quick map of the stack 👇 and the full essay is here