Chinese LLMs spark a price war — can OpenAI survive?

gary marcus argues that the predicted 'no moat' scenario has arrived with chinese ai competitors, triggering a price war that threatens us ai companies like openai and anthropic. he outlines three fatal flaws in the current paradigm: wild inefficiency requiring entire internet training, systemic unreliability preventing premium pricing, and easy replication causing margins to vanish. marcus questions the viability of massive data center investments given near-zero token prices and suggests the us strategy of racing china on cheap llms may be misguided. he proposes a pivot toward ai specialized for science and medicine rather than competing on price.