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HumanXAI / Physical Intelligence

Intelligence that moves across bodies.

HumanXAI is developing world-model-based intelligence designed to understand, remember, reason, and act across different robotic embodiments.

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Conceptual representation Shared-intelligence research across target embodiments.
Target embodiments

Public company signals

Location
ParisFrance
Headquarters
ZürichSwitzerland
Careers
02Open positions

Research thesis / 01

Intelligence begins in the world.

Digital intelligence reasons about representations. Physical intelligence must also understand time, uncertainty, consequence, and action.

  1. 01

    World understanding

    Represent what matters in dynamic environments without assuming the world is clean or complete.

  2. 02

    Persistent memory

    Retain useful context across time so decisions can account for what came before.

  3. 03

    Reasoning and planning

    Anticipate consequences and choose actions toward a goal under uncertainty.

  4. 04

    Cross-embodiment adaptation

    Research representations intended to carry useful knowledge across different bodies and sensors.

  5. 05

    Reliable physical action

    Develop systems designed to act within clear operational and safety boundaries.

Read the full thesis

Research direction / 02

Learn in one body.
Adapt to another.

HumanXAI is researching shared representations that can carry useful knowledge across different bodies, sensors, and physical environments.

View the hero visualization
  1. 01HumanoidTarget embodiment
  2. 02QuadrupedTarget embodiment
  3. 03Industrial armTarget embodiment
  4. 04Mobile manipulatorTarget embodiment
  5. 05Autonomous mobile robotTarget embodiment

Why this matters / 03

A shared foundation for physical intelligence.

  1. 01

    Different bodies should not require entirely separate intelligence.

  2. 02

    Physical systems need memory and world understanding, not only immediate reactions.

  3. 03

    Reliable autonomy must account for uncertainty, safety, and changing environments.

Focus / 04

Long-term application areas.

Areas where reliable, adaptive intelligence may create meaningful value. This is a research horizon, not a statement of active deployment.

  1. 01Manufacturing
  2. 02Logistics
  3. 03Healthcare
  4. 04Inspection
  5. 05Assistive systems
  6. 06Field robotics

Updates / 05

Latest dispatch.

Research direction

Building Omnibody Intelligence

Our public thesis on shared intelligence, world models, and adaptation across different bodies, tasks, and environments.

Read article

Careers / 06

Build intelligence for the physical world.

We are building a small, senior team for difficult research and engineering work.

  1. 01 / ResearchSenior Research ScientistParis / Zürich
  2. 02 / EngineeringSenior Embodied Intelligence EngineerParis / Zürich
View open positions

Partnerships / 07

Bring intelligence into the physical world.

HumanXAI works with research teams, robot makers, industrial organizations, and long-term technical partners.

Start a conversation contact@humanxai.ch
Conceptual relationship map