Large Language Models

Compression Is Not Cognition

Large Language Models achieve fluency by predicting the next word, but fluency is not understanding. Language is evidence of intelligence, not its source, a compressed projection of cognition. Trained on text alone, models learn patterns of expression, not the causal structure of the world.