September 2026
Towards Universal Post-Training for Robotics
Frontier robotics policies can now do complex tasks, but not reliably. Language modeling solved this exact problem with a post-training recipe. Robotics needs one too — here's what that recipe needs, and what our EXPO-FT algorithm does and doesn't solve.