SmolVLA: The Affordable Brain Giving Robots Human-Like Understanding “ Train on a single gaming GPU. Deploy on a laptop CPU. Control real robots at 30% faster speeds. Meet the efficient vision-language-action model democratizing robotics. Why Robots Need Multimodal Intelligence Imagine instructing a robot: “Pick up the red cup on the counter, fill it with water, and bring it to me.” This simple command requires synchronized understanding of: Vision (identifying cup position) Language (decoding “fill with water”) Action (calculating joint movements for grasping/pouring) Traditional approaches train separate systems for perception, language processing, and control – resulting in complex, expensive architectures. Vision-Language-Action …