We have tried rule-based systems (they break in the real world), end-to-end deep learning (they hallucinate), and large language models (they lack physics). But a new architecture is emerging from the labs that might finally crack the code.
They asked the model: "What happens next?" deva-3
Published by: The AI Frontier Reading Time: 6 minutes We have tried rule-based systems (they break in
Have you worked with video prediction models or world models? Let me know in the comments if you think DEVA-3 is overhyped or under-discussed. Disclaimer: This blog post discusses a hypothetical or emerging model architecture for illustrative purposes based on current research trends in world models (e.g., DreamerV3, UniSim, GAIA-1). No official "DEVA-3" product from a specific company is referenced. Let me know in the comments if you
The car that avoids the accident, the robot that doesn't drop the egg, and the drone that navigates the forest—they will all be running something very close to DEVA-3 by 2027.
They trained DEVA-3 on nothing but dashcam footage from Phoenix, Arizona. Then, they gave it a single frame from a snowy street in Oslo—something it had never seen.