From Lego Pieces to Vectorial Thinking English Edition

This work offers a didactic and conceptual interpretation of how Transformer-based artificial intelligence models operate internally. Through accessible metaphors—such as LEGO pieces representing tokens and attention as the assembly process—it explores how meaning, probability, and creativity emerge within large language models. It integrates technical foundations, pedagogical explanations, and philosophical reflections on the relationship between coherence, truth, and delusion in artificial thought.