robot-atlas

Domain

Frontier & Open Problems

Reliability, dexterity, generalization, and the competing theses about what wins.

0 of 5 modules published

  1. 01The Reliability Gapplanned

    80% is a demo, 99.9% is a product: what deployment numbers actually show.

  2. 02Dexterityplanned

    Contact-rich manipulation, the tactile sensing gap, in-hand reorientation, and deformables.

  3. 03Generalizationplanned

    What the pi0.5 and pi0.7 results demonstrate, and what they do not: the open-world gap.

  4. 04Competing Thesesplanned

    End-to-end scaling versus hierarchy versus world models versus RL fine-tuning, with falsification criteria.

  5. 05The Bear Caseplanned

    Why this could be another robotics winter, and the milestones that would prove it wrong.