Tech’s biggest players are racing to train artificial intelligence that can teach itself, sharpening a contest with high stakes for business, science, and safety. OpenAI, Anthropic, and Google are investing heavily in systems designed to learn from their own outputs, a strategy they see as a path to more capable models and, eventually, superintelligence. The push centers on models that refine their answers, generate training data, and critique their own reasoning.