Google's Genie 3 brings AI closer to AGI with realistic world-building
Google DeepMind has launched Genie 3, an advanced AI world model, claiming it represents a crucial step towards artificial general intelligence (AGI).
The foundation model, still in a research preview, is designed to generate interactive 3D environments in real time, a significant advancement over previous models.
Genie 3, which was announced through a blogpost on Google's website, can produce several minutes of photo-realistic simulations and maintain physical consistency across scenarios, learning from past generated outputs to enhance its world-building.
What if you could not only watch a generated video, but explore it too? 🌐
Genie 3 is our groundbreaking world model that creates interactive, playable environments from a single text prompt.
From photorealistic landscapes to fantasy realms, the possibilities are endless. 🧵 pic.twitter.com/P0cwFvf5d2Unlike its predecessor, Genie 2, which could only generate short simulations, Genie 3’s capabilities extend to creating complex, interactive virtual worlds with dynamic, long-term consistency.
This allows for more accurate simulations of real-world physics, moving towards training AI agents for general-purpose tasks, essential for AGI development.
DeepMind sees the model as a game-changer in training embodied agents, whose real-world interactions are particularly challenging to simulate.
With Genie 3, AI agents are expected to learn by interacting with and adapting to their environments, much like humans do in real life.
One nice thing you can do with an interactive world model, look down and see your footwear ... and if the model understands what puddles are. Genie 3 creation. pic.twitter.com/OZfsWxYe03
This self-learning approach is seen as vital for advancing AGI, pushing AI towards human-like intelligence.
Despite its potential, the model has limitations, including difficulty modelling complex interactions between agents and the limited duration of continuous interactions.
However, it marks an important development in the journey to AGI, offering a glimpse into a future where AI can plan, explore, and improve autonomously through trial and error.
DeepMind’s Genie 3, alongside its previous models, represents a leap forward in AI’s ability to interact with the world and learn from experience.
Genie 3 feels like a watershed moment for world models 🌐: we can now generate multi-minute, real-time interactive simulations of any imaginable world. This could be the key missing piece for embodied AGI… and it can also create beautiful beaches with my dog, playable real time pic.twitter.com/YSIAwV3GiS