Ghosts, Not Animals: Karpathy's Framework for Understanding Modern AI

Karpathy's 'animals vs. ghosts' framework fundamentally reframes how the industry understands LLMs—not as evolved intelligence shaped by survival drives, but as statistical distillations of human knowledge. Through his Dwarkesh podcast appearance, this conceptual shift challenges prevailing optimism about AI capabilities, particularly regarding code generation quality and AGI timelines, while offering critical perspective on reinforcement learning's limitations.