Beyond the Bot: How LLMs Work and the AGI Ceiling

Deep dive into the transformer architecture, self-attention mechanisms, and training phases of LLMs. We explore the expert consensus on whether next-token prediction can ever truly evolve into Artificial General Intelligence.