No π0 weights changed: Motoniq layer lifts real-robot precision fitting from 0/10 to 9/10

hbouammar · x · 2026-10-27

Motoniq reports early results: adding its layer on top of Physical Intelligence's π0 — with zero weight changes — lifted real-robot precision fitting success from 0/10 to 9/10. Across six tasks on π0 and π0.5, gains ranged from +4 to +90 percentage points (10 physical trials, 50 sim episodes per condition). Part 1 of 3, with more capability-from-existing-models results promised.

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