Until recently, building a strong expert policy for robots took months and heavy resources. @axisrobotics is changing that equation. Their recent demo showed a policy reaching 97% success trained in only about 20 minutes on a single RTX 4090. No complicated reward engineering. No expensive fine-tuning. This means the gap between “idea” and “usable expert” is collapsing at a dangerous speed. When you can produce specialized experts quickly and cheaply, then chain them together like Lego pieces, the main bottleneck is no longer time or money. It becomes how well you can compose and distill those capabilities. Axis is moving past the data-collection stage and entering a phase where producing robotic skills starts to feel closer to compiling code: fast, repeatable, and scalable. Physical AI becomes real when building robot intelligence is no longer limited to a few well-funded teams. It looks like they are opening exactly that door. s.kaito.ai/qHpt6et