Ex-Meta Exec Raises $1B to Create AI Mastering the Physical World

Yann LeCun, Meta's former chief AI scientist, has long argued that human-level artificial intelligence will come from mastering the physical world, not just language. With a bold new $1 billion in funding, LeCun is setting out to prove his theory with a new startup called AMI.

LeCun, who co-invented the convolutional neural network and is considered a pioneer in the field of deep learning, believes that current AI systems are too focused on natural language processing and not enough on embodied intelligence - the ability to understand and interact with the real, physical world. His new venture aims to change that.

"The physical world is incredibly complex and messy," LeCun told Wired in a recent interview. "If you want to create AI systems that can really understand the world, you have to be able to deal with that complexity."

AMI, short for "Autonomous Machine Intelligence", will focus on building AI agents that can navigate, manipulate, and reason about the physical environment around them. This could include everything from household robots that can perform chores, to self-driving cars that can safely navigate city streets, to industrial machines that can adapt to constantly changing factory floors.

The $1 billion in initial funding for AMI comes from a range of high-profile investors, including Anthropic, Dustin Moskovitz's Good Ventures, and Sam Altman's Venture Collective. This significant financial backing underscores the industry's belief in LeCun's vision for the future of AI.

LeCun's approach to AI development stands in contrast to the language model-centric strategies of companies like OpenAI and DeepMind. While those firms have made major breakthroughs in natural language processing, LeCun argues that true general intelligence will require mastering the physical world.

"If you want to create AI systems that can really understand the world, you have to be able to deal with that complexity," he said. "That's what we're aiming to do at AMI."

With its ambitious goal and substantial funding, AMI is poised to be a major player in the race to develop the next generation of artificial intelligence. LeCun's conviction that physical world understanding is the key to human-level AI will be put to the test as the company works to bring its vision to life.