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Runway Gen-4.5: Towards World Models

Runway Gen-4.5: Towards World Models

The Universal Simulator Arrives

December 16, 2025 — Runway launches Gen-4.5, their new video generation model, accompanied by a long post where the co-founders detail their vision: the Universal World Simulator. The idea: video models, at scale, become world models.

Soon, everyone will have access to their own world simulator. This will be the most important technological development of our time. — @runwayml on X


Gen-4.5: Understanding the Real World

Gen-4.5 represents a major step forward in AI video generation. The model no longer just produces moving images — it truly understands how the world works.

Anatomy

Gen-4.5 masters the subtleties of the human and animal body. Movements are natural, proportions are consistent, and anatomical details are precise. No more six-fingered hands or impossible joints.

Physics

The model integrates an understanding of physical laws: gravity, inertia, collisions. Objects fall correctly, liquids flow realistically, fabrics react to the wind.

Motion

Fluidity of movement reaches a new level. Whether it’s a person walking, an animal running, or a vehicle moving, Gen-4.5 captures the nuances that make an animation believable.

Gen-4.5 is a major step forward for generative video that understands anatomy, physics and motion. — @runwayml on X


Universal World Simulator: The Long-Term Vision

Beyond Gen-4.5, Runway unveils an ambition that goes beyond a simple video creation tool. The Universal World Simulator represents their vision for the future of AI.

From Video Models to World Models

Video models trained at sufficient scale become world models. To predict the next frame, a video model must learn how the world works. How objects move, how forces propagate, how actions cause effects. — @runwayml on X

Why Language Models Aren’t Enough

Runway takes a clear stand: LLMs have their limits.

Language models will not get us there. Text distills existing human knowledge. In order to move beyond that, we need to learn directly from raw observations of the world. — @runwayml on X

Targeted Applications

World models could transform critical fields:

FieldPotential Application
RoboticsSimulation of complex environments
MedicineBiological modeling
ClimateEnvironmental predictions
MaterialsSimulation of physical properties
EnergySystem optimization

Announced Timeline

Runway is ambitious but realistic about timelines:

HorizonGoal
5 yearsSimulation at human scale — interactions indistinguishable from reality
10 yearsPrecise simulation of physics and biology to solve scientific challenges

Democratizing Experimentation

A student anywhere in the world will have her own biology lab and her own particle accelerator. — @runwayml on X


Availability

Gen-4.5 is available now on the Runway platform:

  • Access: runwayml.com
  • Integration: API available for developers
  • Plans: Free trial available, Pro subscriptions for heavy usage

What This Means for the Industry

While Sora (OpenAI), Veo (Google), and Kling (Kuaishou) are competing for the video generation market, Runway is taking a step back and laying out a broader vision.

The notion of a “world model” — a model that understands how the world works rather than simply reproducing visual patterns — could change the game for robotics, scientific simulation, and beyond.


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