"Current AI systems acquire skills through exposure. That is not intelligence — it is sophisticated retrieval. Intelligence is the ability to efficiently acquire new skills from minimal data. The ARC benchmark tests that. Almost every modern model fails it."
Created Keras, making deep learning accessible to millions, then turned around and built the test that proves deep learning cannot reason. His ARC benchmark — the Abstraction and Reasoning Corpus — presents simple visual puzzles that any five-year-old can solve but that state-of-the-art AI consistently fails, because they require genuine abstraction, not pattern matching.