What is recorded here?
Used an evolutionary program-search loop with Claude-generated circuit architectures and feedback from a separate programmatic evaluator to improve reversible computational primitives, including Reed–Solomon decoding and prime-field modular inversion. Reported result; not independently verified by WRS. Ranked using a provisional grade and reference estimate for the exact claimed result.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
The evaluator checks phase, preserved inputs and clean ancillas, but samples large input domains. Some designs permit distribution-specific failures, and Toffoli–qubit product is a logical-resource proxy rather than measured hardware runtime. Results do not establish arbitrary-circuit optimality or worst-case exactness.
Read the original work
- Discovering state-of-the-art quantum circuits with large language models
- Designing more efficient quantum circuits with Claude
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
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People and systems
Andi Gu; Alek H. Kemeny; Susanne F. Yelin; Mikhail D. Lukin
Named source authors and agent execution are recorded separately; individual effort shares are unknown.
Claude · Anthropic · Claude Mythos 5
Source-reported circuit architecture and program generation in a human-specified search and evaluation framework. Source-reported attribution; provider attestation is unavailable.
Research locations and affiliations
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English catalogue narrative
Gu and colleagues with Claude: evaluator-guided reversible quantum-circuit discovery
Used an evolutionary program-search loop with Claude-generated circuit architectures and feedback from a separate programmatic evaluator to improve reversible computational primitives, including Reed–Solomon decoding and prime-field modular inversion. Reported result; not independently verified by WRS. Ranked using a provisional grade and reference estimate for the exact claimed result.
Scientific scope
The evaluator checks phase, preserved inputs and clean ancillas, but samples large input domains. Some designs permit distribution-specific failures, and Toffoli–qubit product is a logical-resource proxy rather than measured hardware runtime. Results do not establish arbitrary-circuit optimality or worst-case exactness.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Andi Gu; Alek H. Kemeny; Susanne F. Yelin; Mikhail D. Lukin
Named source authors and agent execution are recorded separately; individual effort shares are unknown.
Claude / Anthropic / Claude Mythos 5: Source-reported circuit architecture and program generation in a human-specified search and evaluation framework (source reported).