ML is quite good at understanding and forecasting patterns when you train on the data you want to forecast. LLMs manage to do so much because we just decided to train on everything on the internet and hope that it included everything we ever wanted to know.
This tries to create patterns that are intentionally not in the data and see if a system can generalize to them, which o3 super impressively does!
