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Quantum Self-Consistency for Language Model Reasoning: Potential and Verification Limits

· Ryan Baynon · Funminiyi A. Olajide


Accepted for presentation and publication in the proceedings of ICITST-2026.

This paper explores whether quantum computation can improve reasoning in language models, examining the distinction between formally verifiable problems and open-ended questions where correctness is more difficult to establish.

I'll link the published paper as soon as the conference proceedings are released.