Atlas

Orbital landscape galaxiesEach galaxy has a prominent center, quiet elliptical orbits, and five decorative planets. Planet counts do not represent companies.
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World Model Startups

This landscape covers "world models" a.k.a startups building learned representations of real or virtual systems that can predict how they evolve, ideally in response to actions. It excludes products that simulate or generate environments without learning their underlying dynamics.

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Categories

  • General & Spatial Worlds

    Models designed to understand and generate interactive environments that are not limited to one industry or physical system.

  • Robotics & Embodied Intelligence

    Models that help robots anticipate how their surroundings will change as they act within them.

  • Earth, Energy & Industrial Systems

    Models that learn how large physical systems evolve and use that understanding to support better operational decisions.

  • Biology

    Models that represent living systems and predict how they respond when their internal state or external conditions change.

  • Society & Human Behavior

    Models that learn how individual interactions can produce changes in collective human behavior over time.

  • World Model Infrastructure

    Infrastructure built specifically to deploy and run world models in production. These companies support world model builders rather than primarily developing the underlying models themselves.

Companies

Company History