GoKawiilBlogger argues LLMs achieved intelligence without built-in self-reference, contra Hofstadter and Penrose
A tech commentator recounts waking up with the observation that modern AI systems like GPT 5.6 Pro and Fable can discuss self-reference and Gödel's Theorem fluently, yet nothing about self-referentiality was deliberately engineered into their transformer architecture, training process, or hardware. The author contrasts this with Douglas Hofstadter's Gödel Escher Bach and Roger Penrose's The Emperor's New Mind, both of which treated self-reference as central to whether machine intelligence could ever emerge. The piece notes these self-referential capabilities simply emerged as a byproduct of general pretraining, alongside unrelated knowledge like Pokémon trivia or plate tectonics.