Building an AI Research Loop: DeepSeek Generates Questions, OpenAI Provides Answers – Thoughts?

I'm working on an AI-driven research system where DeepSeek continuously generates new questions based on OpenAI's answers, refining problems until a solution is reached. The goal is to iterate up to 10,000 times to solve problems that humans haven't cracked yet.

Before I start coding, I’d love to hear thoughts from the community. Has anyone experimented with AI self-dialogue for problem-solving? What chu foresee in making this work effectively?