Discovering state-of-the-art quantum circuits with large language models

Key Takeaway

LLMs can effectively co-design quantum algorithms by proposing circuit structures that an evaluator scores, discovering practical improvements over hand-optimized quantum code without requiring the LLM to understand quantum mechanics deeply.