The system is designed to support mathematicians through interaction rather than replace them with a one-shot solver. It helps structure exploration, reasoning and feedback during research work.

This reflects a broader pattern in scientific AI: the best tools may be copilots that keep experts in the loop. For difficult research, collaboration and verification matter as much as raw model capability.