Implications of Predicting the Next Token

The article explores how predicting the next token—the core objective of large language models—leads to emergent capabilities like reasoning, world modeling, and planning, suggesting that next-token prediction implicitly forces models to learn rich internal representations of causality and structure beyond simple pattern matching.