PHYSICAL AI / SPATIAL INTELLIGENCE / .COM
SEE THE WORLD
BEFORE YOU ACT.
PhysicalScene.com
A defining .com for spatial intelligence, robot perception and machine understanding of the physical world.
SCENE / S-04CONCEPT VIEW / CAM 01
OBJ / 01
SURFACEOBJ / 02
CONTAINEROBJ / 03
MOVABLEZONE / WALKABLEGEOMETRY · DEPTH · RELATION
ILLUSTRATIVE SCENE MODELDEPTH RANGE / 0 → ∞
VIEW LAYER
01 / SCENE DECOMPOSITION
A scene is more than an image.
IMAGE ≠ SCENE
01GEOMETRY
Where things are.
XYZ02OBJECTS
What exists.
OBJ03RELATIONS
How things connect.
REL04AFFORDANCES
What can be done.
ACT05DYNAMICS
What can change.
ΔT
02 / REPRESENTATION
From pixels
to a world model.
Scene understanding is the move from visual evidence to structured context.
PIXELS
↓FEATURES
OBJECTS
↓SPACE
SCENEWORLD
MODEL
03 / SCENE GRAPH
Meaning lives
between objects.
An intelligent machine doesn't only need to identify objects. It needs to understand how they relate.
TABLEsupportsBOX
ROBOTfacesTABLE
DOORconnectsROOM
PATHleads_toDOOR
OBJECTinsideZONE
ONUNDERINSIDENEARBLOCKINGREACHABLEMOVABLESUPPORTING
04 / AFFORDANCE
Understanding the scene
means understanding possibility.
AFFORDANCE / 01CAN I
MOVE IT?
AFFORDANCE / 02CAN I
REACH IT?
AFFORDANCE / 03CAN I
PASS?
AFFORDANCE / 04CAN I
PLACE IT?
AFFORDANCE / 05CAN I
OPEN IT?
Physical intelligence starts when perception becomes actionable understanding.
05 / SPATIAL LAYERS
One world.
Many representations.
01GEOMETRYplanes / volume / depth02SEMANTICSobjects / context / class03MOTIONchange / trajectory / time04INTERACTIONreach / support / access
06 / OBSERVATION INDEX
Where physical scenes matter.
- 01ROBOTICSENVIRONMENT UNDERSTANDING
- 02EMBODIED AIPHYSICAL REASONING
- 03AUTONOMOUS SYSTEMSSPATIAL PERCEPTION
- 04WORLD MODELSENVIRONMENT REPRESENTATION
- 05SIMULATIONSCENE GENERATION
- 06DIGITAL TWINSPHYSICAL CONTEXT
- 07WAREHOUSE ROBOTICSOBJECT + SPACE
- 08HUMANOIDSINTERACTION
- 09AUTONOMOUS VEHICLESDYNAMIC SCENES
- 10SPATIAL COMPUTING3D UNDERSTANDING
07 / PHYSICAL AI
AI is entering
the physical world.
LANGUAGE
UNDERSTANDS
WORDS.
PHYSICAL AI
MUST UNDERSTAND
SCENES.
Objects. Space. Motion.
Constraints. Possibility.
08 / WORLD MODEL
A world model starts
with a scene.
To predict what happens next, a system first needs a representation of what exists now.
CURRENT SCENEobject Aobject Brobot
ΔtPOSSIBLE NEXT SCENEobject A movedobject Brobot position changed
09 / NAME LOGIC
Two ordinary words.
One emerging category.
PHYSICALThings that exist, move and interact in the real world.
SCENEThe structured environment an intelligent system needs to understand.
PHYSICAL + SCENE = PHYSICALSCENE.COM
A direct name for the machine-readable world.
THE PHYSICAL WORLD
IS BECOMING
MACHINE-READABLE.
SCENE / FINALPhysicalScene.com
A defining .com for spatial intelligence, embodied AI and machine perception.
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