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Physix Frontier · News Briefing Card (TMTPost · Oct 20, 2026)

Dyna Robotics shifts to WAM model, deploys laundry robot

KEY FACTS

  • Dyna Robotics released Dyna-2 robot Taku, which can complete the entire laundry workflow.
  • The company shifted from VLA models to WAM models, expanding pretraining data to 1 million hours of human video.
  • Co-founder Jason Ma says the bottleneck for robot deployment lies in models and systems, not legs or hands.
  • Dyna adopts a semi-humanoid form with a chassis, and has not built bipedal legs or dexterous hands.
  • Jason believes the robotics industry is between GPT-2 and GPT-3, with no clear GPT moment.

KEY DATA

1 million hoursPretraining data volume

PHYSIX OBSERVATION

Dyna is moving from demos to real deployment, using boring tasks to validate robot value, which is more meaningful than showing off. The shift to WAM and a million hours of human video suggests scaling laws may migrate from language to action, but hardware maturity remains the bottleneck. The industry should chase concepts less and solve observability and system integration problems more.

Source: TMTPost report