Reference guide for Physical Intelligence's approach to building general-purpose foundation models for robotics. Use when discussing Physical Intelligence (Pi) research methodology, explaining foundation model approaches to robotics (pre-training + post-training paradigm), comparing robotics data sources, understanding why scale alone is insufficient for robot learning, discussing pi-zero model architecture, explaining robot generalization to unseen environments, or answering questions about Chelsea Finn's work on general-purpose robotics.