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Edition: Business Professional. Applications, costs and business decisions.

Physical AI — the path to a beautiful tomorrow.

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jupitertannhauserorion

The Replicant Truth

THE REPLICANT TRUTHA NEWSPAPER ABOUT PHYSICAL ARTIFICIAL INTELLIGENCE

Breukelen (Netherlands)

Forecast · 2026-11-03 · CET

MORNING · 09:00

9°

Cloudy

Wind: NE 4.4 m/s · 11%

MIDDAY · 12:00

10.4°

Clear

Wind: NE 4.3 m/s · 6%

EVENING · 18:00

8.1°

Clear

Wind: NE 4.1 m/s · 0%

Daily: 5.2–11.1 °C
Precipitation probability: 21%

All we can do is learn to be human while the rain falls.

Issue № 6 ·

rev. 1 · Archive

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Concepts & terms

Issue glossary

The key ideas in this issue, explained briefly.

CaPtain
An agent that calls software tools to control a robot.
LIBERO and LIBERO-PRO
Two robot-manipulation benchmark suites used to evaluate task success.
software harness
Tools, memory and constraints around a trained model.
reinforcement learning
Improving decisions through feedback on action outcomes.
data representation
The format of observations and commands that affects success.
RJ45 connector
A network connector used in the physical insertion trials.
contact surface
The part of an object where a finger applies force.
Contact Imitation Interface
A skill-transfer method based on contact geometry.
TRACE
A danger filter for person-following robot movement.
Hourglass
Shared navigation with a separate motion model for each robot.
world model
Software predicting how the scene changes after an action.
SimplerEnv WidowX
A separate robot-arm evaluation environment used to assess transfer without target-domain training.