How we’re building it
We’re building it now.
Measured development across reasoning, perception, interaction, experience and physics simulation.
- A
Physical reasoning
Reasoning grounded in physical situations, constraints and consequences rather than text alone.
Deciding what to do when the situation was never in the plan.
- B
Egocentric perception
Understanding the world from the robot’s own point of view — including what can and cannot be resolved from what it sees.
Grounding decisions in observable physical reality.
- C
Interaction reasoning
Treating action and consequence as evidence: what changed when the system interacted with the world.
Learning from contact, motion, success and failure.
- D
Experience-linked intelligence
Connecting previous experience to new situations when it is relevant — without blindly repeating the past.
Turning what happened before into something useful next time.
- E
Simulation-first validation
Developing and measuring Replacer across varied physical situations in controlled physics environments before hardware deployment.
Test repeatedly. Measure honestly. Move to hardware when it earns it.