ChatGPT's breakthrough is not what it seems.

Artificial intelligence systems may be good at generating text, recognizing images, and even solving basic math problems—but when it comes to advanced mathematical reasoning, they are hitting a wall.

The key to the problem was finding Lyapunov functions, which determine the long-term stability of these systems. Meta's work made headlines and raised a possibility once considered pure fantasy: that ...