What are AI world models and how do they differ from chatbots like ChatGPT?

AI world models grasp three-dimensional space and physics, providing a grounded understanding of the physical world, unlike chatbots which rely on text patterns and lack object permanence.

Which major companies are developing world models?

Nvidia, Alibaba, and Tencent have recently released their own world models, with other key players including OpenAI, Anthropic, Google, and startups like World Labs.

How is data from apps like Pokemon Go being used for AI development?

Niantic, the creator of Pokemon Go, is using its extensive mapping data to build a Large Geospatial Model that serves as an end-user for robots and aids firms like Coco Robotics.

Home / Technology / AI's Next Frontier: World Models Emerge

AI's Next Frontier: World Models Emerge

23 Apr

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Summary

World models understand 3D space and physics, unlike chatbots.
Nvidia, Alibaba, and Tencent released world models recently.
Pokemon Go data aids robot delivery and geospatial modeling.
DoorDash and Instacart are collecting real-world data for AI.

Attention is shifting from large language models like ChatGPT to 'world models,' a frontier in artificial intelligence that imbues systems with an understanding of three-dimensional space and physics. This capability is crucial for advancements in robotics, autonomous vehicles, and augmented reality, areas where current chatbots fall short due to their lack of grounding in physical experience. In the past two weeks, leading technology firms including Nvidia, Alibaba, and Tencent have unveiled their own world models, indicating a significant push in this domain.