AINeutralarXiv – CS AI · 4h ago6/10
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From Meta Idea to Advanced Mathematical Discovery -- Human-AI Co-Discovery of Sign-Embedding Quantum Algorithms
Researchers demonstrate a human-AI co-discovery workflow that transformed a vague mathematical intuition into sign-embedding quantum algorithms for matrix equations. Rather than AI autonomously solving predefined problems, the collaborative approach proved most valuable for problem formation, exploratory route-mapping, and proof development, with humans retaining critical judgment on scientific direction.