Former Meta chief AI scientist Yann LeCun has launched artificial intelligence startup Advanced Machine Intelligence (AMI), which raised $1.03 billion in funding at a $3.50 billion pre-money valuation. The company aims to develop AI systems focused on reasoning, planning and building world models.

Redefining The AI Landscape

The funding round was co-led by Cathay Innovation, Greycroft, Hiro Capital, HV Capital and Bezos Expeditions. The investment positions AMI among the most heavily funded new AI startups. LeCun has argued that current large language models have limitations because they primarily predict the next word or pixel. According to him, future AI systems must develop stronger reasoning and planning capabilities to support more advanced applications.

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Innovating Beyond Traditional AI

AMI’s approach is to engineer systems that not only generate outputs but also demonstrate deep reasoning and planning abilities in complex, real-world scenarios. This strategy is a direct response to the growing consensus that current AI methods require substantial evolution to achieve true autonomy and versatility. The startup’s methodology is designed to bridge the gap between narrow predictive models and adaptive agents capable of managing multifaceted tasks.

A Diverse Portfolio Of Applications

AMI plans to target industries with complex operational systems, including manufacturing, automotive, aerospace, biomedical and pharmaceutical companies. The company said these sectors require AI systems capable of managing complicated processes and analyzing large volumes of data. Over time, the technology could also be applied to consumer products, including robotics and smart home devices.

Strategic Collaborations And Future Prospects

At the same time, Meta has been expanding its own AI development efforts. Earlier this year, the company consolidated several initiatives under Meta Superintelligence Labs, led by former Scale AI CEO Alexandr Wang. LeCun has also discussed potential cooperation between AMI and Meta, including possible integration of AMI technology into Ray-Ban Meta smart glasses. The funding round provides AMI with resources to continue developing AI systems focused on reasoning and world modeling.