FLUX 3 Action: Black Forest Labs Enters Robot Control with a World Action Model Posted by By MPRAUTO MPRAUTO September 28, 2026Posted inTechNo Comments Black Forest Labs released FLUX 3 Action, an open-weight world action model scoring 42.92% on RoboLab-120. How it works and where it fits versus VLAs.
Physical Intelligence pi0.5 Explained: The VLA Robot Foundation Model (2026) Posted by By MPRAUTO MPRAUTO July 27, 2026Posted inAINo Comments Physical Intelligence pi0.5 explained: the ~3.3B vision-language-action robot foundation model - architecture, FAST action tokenization, training on 10+ embodiments, benchmarks, deployment and honest limits in 2026.
Isaac GR00T N1.5 vs Cosmos: Robot Foundation Models Compared Posted by By MPRAUTO MPRAUTO May 28, 2026Posted inTechNo Comments NVIDIA Isaac GR00T N1.5 vs Cosmos compared — VLA action policies vs world-model simulation: what each does, when to use which, and how to chain them.
Why Humanoid Robotics Is Having Its iPhone Moment in 2026 (Updated September 2026) Posted by By MPRAUTO MPRAUTO April 16, 2026Posted inTechNo Comments Is humanoid robotics at its iPhone moment? Updated September 2026 with Figure Helix 2.5, Skild S1, Optimus and Unitree deployment numbers.