Flapping Airplanes is a foundational AI research lab devoted to solving the data efficiency problem. They imagine a world where models can think at the level of humans without ingesting half the internet. The proof that this is possible is all around us: whereas current systems are trained on essentially all of accessible history, humans exceed AI capabilities despite seeing at most a few billion text tokens by adulthood.













