A model pretrained on human video shows the first human-to-robot transfer scaling law

Claim

Dyna Robotics' Dyna-2, pretrained on a million hours of human video, showed the first human-to-robot transfer scaling law on bodies it never saw, while Czech microrobot swarms dragged 94% of microplastics out of water.

Reported metric: 1M hours / 94% removal

Reporting date: 2026-08-12 (not necessarily the event date)

Sources

Attribution and reporting linked by this record; links do not imply independent verification.

• Welcome to August 12, 2026 (theinnermostloop.substack.com)