Hardware Sprints, Open Sim, and the Production Reality Check

Analysis

Deep Dive: MIT's 'Design and Control of a Highly Dynamic Robot' Quadrotor-Legs System

This is the technical dive into the control and estimation stack that makes quadrupeds actually useful outside a lab. If you're building on locomotion, this is the white paper to unpack.

Tools

Open X-Embodiment Dataset Update and Tools for Universal Manipulation Policies

Open-source manipulation data is becoming the new oil. This release is massive for bootstrapping fine-tuning runs if you're a builder who can't afford thousands of hours of teleoperation.