World Model Powers Multiplayer FPS – Outshining Li Feifei!
An AI world model called Agora-1 now powers a multiplayer first-person shooter without any game engine. Everything you see is generated in real time by the model.
Odyssey, an AI lab founded in 2023, has unveiled Agora-1, a world model that drives a multiplayer first-person shooter game. Unlike traditional games built on engines, Agora-1 generates every frame of the game in real time using a neural network. The demo is a deathmatch style shooter inspired by the classic N64 game GoldenEye 007. Up to four players – humans and AI agents – can join the same generated world and battle each other.
The author of the article tested the game and described a surreal experience. The graphics are blurry and pixelated, the controls are sluggish, and the latency is high. Yet, what makes it remarkable is that there is no underlying game logic or physics engine. The world model learns the game dynamics directly from game state data. It splits the task into two parts: simulation (how the world changes over time and responds to player actions) and rendering (how that shared state is turned into visual frames). By decoupling these, Agora-1 ensures that all players perceive a consistent world, even when they move out of each other's view.
The author noted that the game feels eerie, with a soundtrack reminiscent of Black Mirror and a UI that seems deliberately unsettling. Despite the poor playability, the concept is groundbreaking. The world model can even handle glitches: if a player exploits a bug to go out of bounds, the model seamlessly generates the unseen space without crashing.
On the same day, Odyssey also released Starchild-1, which they claim is the first real-time multimodal world model. It can generate synchronized audio and video interactively, such as playing a piano where each key press produces the corresponding sound. The model can also reconstruct memories, like a wedding scene, offering emotional resonance.
The author reflects on the philosophical implications: as world models improve, we may not be able to distinguish whether our own reality is generated. The article ends with a nod to the rapid pace of AI development and a question about the nature of reality itself.
Reference links:
- https://odyssey.ml/introducing-agora-1
- https://odyssey.ml/introducing-starchild-1