Multi-Model Collaboration Solves Math Proofs with Non-Technical Prompts
abeirami · x · 2026-08-03
A developer shared an engineering practice of using multi-model collaboration to complete complex mathematical proofs and paper writing.
- Workflow: A coding harness creates sessions for different models (e.g., Sol and Fable) and passes context across them.
- Clear Division of Labor: Sol handles the initial idea and core proof; Fable takes care of numerical examples, visualization, and final HTML/PDF rendering.
- Low Supervision: The entire process required only a few minutes of human supervision with purely non-technical input.
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