Real-robot validation remains essential.
WorldFlow forecasts video and 3D motion together
The October 29 WorldFlow study predicts future video and 3D point trajectories; average displacement error[1] on SpatialCog was 0.060 m.
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Physical AI — the path to a beautiful tomorrow.



Forecast · 2026-10-31 · CET
MORNING · 09:00
6.6°
Fog
Wind: E 2.6 m/s · 0%
MIDDAY · 12:00
8.1°
Cloudy
Wind: SE 3.2 m/s · 0%
EVENING · 18:00
8.9°
Cloudy
Wind: E 2.6 m/s · 0%
Daily: 5.8–11.1 °C
Precipitation probability: 0%
All we can do is learn to be human while the rain falls.
Issue № 3 ·
rev. 2 · Archive
Analysis
The October 29 WorldFlow study predicts future video and 3D point trajectories; average displacement error[1] on SpatialCog was 0.060 m.
Real-robot validation remains essential.