DeepSeek R1 is perfect for research workflows. Low-frequency agent interaction, long-running tasks, distributed experiments across machines. Multi-agent collaboration where each agent's todos are heavily optimized. Basically built for the way researchers actually work—not chatbots, but autonomous task executors that run for hours without hand-holding.