Even fault-tolerant quantum personal computers with millions of qubits won't run ChatGPT or DALL-E. They will function specialized co-processors for narrow responsibilities wherever quantum algorithms give provable advantages, very like GPUs accelerate specific operations inside of classical AI pipe