World model companies are attracting large investments and industry attention but are not laying out clear commercial plans. TechCrunch reported that AMI Labs, founded by Yann LeCun, and World Labs, led by Fei-Fei Li, have revealed little about product roadmaps or launch timelines. World models could be used in robotics, interactive video and autonomous driving, but target markets remain unclear. Executives also cited competitive pressure as a reason for caution.

Naver Cloud plans to target South Korea\'s defence AI transformation market by promoting sovereign AI, in which the military directly controls data and AI models, and full-stack capabilities spanning infrastructure, models, data platforms and applications. The company plans to deploy field engineers into closed military networks to refine technology using real military data and mission environments. Executives presented approaches including world models, data fabric and ontology, and a defence-specialised cloud connecting central and field sites.