Key takeaways
Yann LeCun, Meta's chief artificial intelligence scientist and one of the most influential figures in modern AI, is planning to leave the social media company to launch his own startup, according to multiple reports citing the Financial Times.
LeCun, 65, a Turing Award winner who founded Meta's Fundamental AI Research lab in 2013, has informed associates he plans to depart within the coming months.
He is already in early discussions to raise funding for a new venture focused on advancing "world models," AI systems that develop an internal understanding of their environment to simulate cause-and-effect scenarios and predict outcomes.
Neither Meta nor LeCun has provided an official comment on the reported departure.
The planned exit comes amid significant organizational changes at Meta.
CEO Mark Zuckerberg has reorganized the company's AI initiatives under Meta Superintelligence Labs, hiring Alexandr Wang, the 28-year-old former CEO of data-labeling startup Scale AI, as Chief AI Officer.
Meta invested $14.3 billion to acquire a 49 percent stake in Scale AI and bring Wang aboard to lead the new division.
Under the restructuring, LeCun now reports to Wang rather than Chief Product Officer Chris Cox, reflecting Meta's shift toward rapid deployment of commercial AI products over long-term research.
The change follows concerns that Meta's Llama 4 model fell short of expectations and lagged behind competitors, including OpenAI, Google, and Anthropic.
LeCun has been publicly skeptical of the large language model approach that Zuckerberg has prioritized. In social media posts, he has questioned the current state of AI capabilities.
"It seems to me that before 'urgently figuring out how to control AI systems much smarter than us' we need to have the beginning of a hint of a design for a system smarter than a house cat," LeCun wrote, according to TechCrunch.
Pioneering career in deep learning
LeCun is widely recognized as one of the "godfathers of AI" alongside Geoffrey Hinton and Yoshua Bengio. The three researchers won the 2018 ACM A.M.
Turing Award for their groundbreaking work in deep neural networks, which became a cornerstone of modern computing and enabled the current AI boom.
LeCun developed convolutional neural networks in the late 1980s, specifically the LeNet architecture that successfully processed visual information.
His system for reading handwritten digits was deployed by NCR in bank check-reading machines starting in the mid-1990s.
He joined Facebook in December 2013 as the founding director of Fundamental AI Research, known as FAIR.
LeCun remains a Silver Professor at New York University, where he has taught since 2003, and is expected to maintain his academic position while developing his new company.
LeCun's departure follows other recent exits from Meta's AI division. In May, vice president of AI research Joelle Pineau left to join Canadian AI startup Cohere.
In October, Meta laid off approximately 600 people from its AI research unit to cut costs and accelerate product releases.
The company's AI spending has drawn investor scrutiny. Meta's total costs and expenses rose 32 percent year over year to $30.7 billion in the third quarter of 2025, with capital expenditures reaching a record $19.4 billion.
The company has pledged to invest $600 billion in AI infrastructure in the United States over the next three years.
Industry observers suggest LeCun's move reflects broader tensions between fundamental research and commercial product timelines in Big Tech.
His new venture, focused on world models rather than large language models, signals a fundamental disagreement about the path to advanced AI systems.
Read more: