Yann LeCun's new venture, AMI Labs, is set to revolutionize AI by focusing on 'world models' that simulate real-world dynamics, a departure from traditional large language models. The Paris-based startup, with a reported $3.5 billion valuation, aims to create more reliable and controllable AI for industries like healthcare and robotics.