Post 6: Duty and Service in the AI Ecosystem

As ecosystems mature, we begin to see the need for intelligence that operates at an even higher level — systems whose primary duty is not to generate, predict, or analyze in isolation, but to ensure the entire collection serves its intended purpose effectively.