Their ambition isn't your work being amplified by their model, they want you running fifty autonomous long-running agents.

Because they’ve essentially exhausted pre training scaling and are looking to post training to expand capabilities, which is really just optimization via reinforcement learning against specific tasks aka bench maxing.