Artificial intelligence pioneer Yann LeCun has launched AMI Labs, a new startup that has secured $1.03 billion in funding. The seed round was led by Cathay Innovation, Greycroft, Hiro Capital, HV Capital, and Jeff Bezos’s Bezos Expeditions, with participation from Nvidia Corp. and Samsung Electronics Co. AMI Labs is now valued at $3.5 billion.
LeCun, formerly head of Meta's AI research group, aims to develop "world models" capable of analyzing sensor data. The company plans to apply its software to analyze aircraft component designs for optimization, and develop solutions for healthcare and robotics.
AMI Labs intends to avoid traditional generative approaches like the Transformer architecture, focusing instead on "new architectures." The company's models will build on LeCun's previous work, including the JEPA architecture, designed to ignore irrelevant details in input data. The long-term goal is to create a general-purpose world model for automating tasks across multiple industries.