State
What an intelligence, system or environment knows, observes, believes and can validly act upon at a point in time.
NEO Labs / research and systems
Intelligence
in motion.
NEO Labs advances the science and infrastructure of intelligence in motion. Trajectory Intelligence is a foundational research field for understanding how models, agents, machines and environments move through states, decisions, interactions and consequences.
The field
Intelligence is not a static answer. It is a path through state, choice, interaction and consequence.
Trajectory Intelligence studies those paths as first-class objects: how they persist, branch, interact, learn, fail, recover and change the world across models, agents, autonomous systems and environments.
Research fieldIrreducible primitives
A trajectory becomes useful when its claims can be connected to the state, evidence, alternatives and effects that made them valid.
Branch
Realized and unrealized paths, retained without collapsing alternatives, uncertainty or counterfactual structure.
Evidence
The origin, independence, authority, scope and verification state behind every consequential claim.
Consequence
The independently observed change in the world—not merely an intention, tool response or declared completion.
Research frontier
What changed.
What it changes.
NEO Labs continuously evaluates new scientific, technical and commercial developments against the boundaries of the field.
View the frontier01
Validates
No onboard intervention is not no human control.
Read the finding02
Narrows
The harness is not the world.
Read the finding03
Opens white space
Where a trajectory is cut changes what can be proven.
Read the findingResearch infrastructure
From representation
to consequence.
Explore the architecture INTELLIGENCE IN MOTION / ONE ECOSYSTEM / DISTINCT MANDATES
Research, creation and
consequence compound.
Intelligence in motion.
Foundational research, formal primitives, benchmarks and infrastructure for models, agents, machines and environments.
Creation in motion.
Builds and activates companies, platforms and capital around consequential new capabilities.
Intelligence in the world.
Sensor systems, embodied intelligence, autonomous sensing networks and the global physical-technology stack.
Evidence in motion.
Evidence-backed signal intelligence, technical diligence and trajectory-aware evaluation for companies and autonomous systems.
Ideas in motion.
Founders, investors, researchers and builders—through original publishing, interviews, Sixth Sense conversations and curated gatherings.
NEO LABS / INTELLIGENCE IN MOTION