Advancing the JEPA Framework
AMI Labs Raises $1.03 Billion for World Model Research
Yann LeCun’s startup aims to move beyond language models using the JEPA framework for sensory perception.

A professional editorial illustration showing a digital neural network analyzing physical 3D objects to represent world model AI research.
Photo: Avantgarde News
Advanced Machine Intelligence (AMI) Labs secured a record-breaking $1.03 billion seed investment [1]. The funding supports development of world models designed to perceive and reason about the physical environment [2]. This round marks the largest seed-stage investment in European history [3]. Unlike traditional text-based architectures, AMI Labs utilizes Yann LeCun’s Joint-Embedding Predictive Architecture (JEPA) [1]. The startup focuses on sensory perception rather than simple next-token prediction [2]. This approach seeks to solve fundamental AI limitations in physical reasoning [3].
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Sources
- 1.↗
medium.com
https://medium.com/@pixipace/yann-lecun-just-raised-1-billion-to-prove-large-language-models-are-a-dead-end-7a4e4892ef6d
- 2.↗
forbes.com
https://www.forbes.com/sites/charliefink/2026/03/12/ami-world-model-startup-raises-1-billion-500-million-robotics-raise-youtube-crowned/
- 3.↗
news.crunchbase.com
https://news.crunchbase.com/venture/world-model-ai-lab-ami-raises-europes-largest-seed-round/
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Avantgarde News Desk covers advancing the jepa framework and editorial analysis for Avantgarde News.


