At the recent All In conference, a panel on world models revealed how companies in this emerging AI space, such as Yann LeCun’s AMI Labs and Fei-Fei Li’s World Labs, are shrouding their work in secrecy despite significant funding and excitement. World models focus on automating spatial intelligence, potentially impacting fields like robotics, interactive media, and advanced self-driving systems. However, when pressed about concrete commercial products or timelines, company representatives remained deliberately vague, highlighting that much of the work is still in early research stages.

World Labs’ platform Marble stands out as one of the more mature efforts, showcasing capabilities like media creation and building interactive environments for video games or CGI effects. Even so, the company does not fully disclose its commercial intentions, and this opacity extends down the line to their data suppliers. Physicl’s CEO, a data provider for these companies, expressed frustration over the lack of information on how their data is being used, which limits their ability to tailor support for product development.

The challenge lies partly in the versatility of world models, which could underpin diverse applications ranging from autonomous vehicles to humanoid robots and biomedical software. AMI Labs, for instance, is exploring areas as varied as manufacturing and healthcare through partnerships like Nabla, but it remains unclear which directions they will prioritize. This ambiguity benefits these well-funded labs by allowing them to maintain flexibility and avoid giving competitors clues about their strategic focuses.

This hush-hush attitude also reflects a strategic calculation in a highly competitive environment. Publicizing a breakthrough could invite increased competition from peers and larger AI players like OpenAI and Anthropic, who are also investing heavily in related technologies. As a result, world model companies prefer to keep their projects under wraps while continuing to raise capital, a situation reminiscent of a “dark forest” scenario where staying quiet is seen as critical to survival amid an intense race.