AI Researcher François Chollet Founds A New AI Lab Focused On AGI

François Chollet, an influential AI researcher, is launching a new startup that aims to build frontier AI systems with novel designs. The startup, Ndea, will consist of an AI research and science lab. It’s looking to “develop and operationalize” AGI. AGI, which stands for “artificial general intelligence,” typically refers to AI that can perform any task a human can. It’s a goalpost for many AI companies, including OpenAI.“We’re betting on a different path to build AI capable of true invention, adaptation, and innovation,” Chollet wrote in a series of posts on X. “We believe we have a small but real chance of achieving a breakthrough — creating AI that can learn at least as efficiently as people, and that can keep improving over time with no bottlenecks in sight.”Ndea plans to use a technique called program synthesis, in tandem with other technical approaches, to unlock AGI. Chollet thinks that program synthesis, which allows AI to generalize problems it hasn’t seen before from only a few examples, can help to overcome the most intractable problems in AI research.Program synthesis is traditionally computing-intensive. But Chollet thinks this limitation can be overcome — and that overcoming it will help accelerate scientific progress. “We are not alone in recognizing the potential of program synthesis — it’s a technique every frontier AI lab is now starting to explore,” reads a blog post on Ndea’s website. “We are at the crest of a pivotal moment in scientific history and the world deserves every possible direct, unique attempt to build AGI.” Get full access to Neural News Network at remunerationlabs.substack.com/subscribe