Meta has deployed a cloud Ubuntu Linux environment to over 500,000 Muse users, enabling installation of software, code writing, and web browsing within a sandboxed workspace. A process called Sentinel monitors sensitive system actions outside the user’s designated workspace, while users retain full visibility into the filesystem (The Decoder).
Black Forest Labs launched FLUX 3 Action, an open-weight robotics model with seven billion parameters that predicts robot actions from camera feeds. The model set a new RoboLab-120 benchmark record while achieving up to 3.95x faster inference than the previous top performer (The Decoder). Separately, PrismML deployed tiny open-weight language models to Qualcomm-powered smart glasses, focusing on on-device inference that leverages existing device compute (TechCrunch).