{"title":"Five of eight Claude circuit comparisons are specification-matched on paper","description":"The supplied evidence supports five specification-matched comparisons, including bounded numerical approximations. The remaining comparisons require qualifications about permitted failures or comparator provenance; no single equal-guarantee improvement describes all eight tasks.","dataset_id":"spd:claude-s-quantum-circuit-gains-which-comparisons-match-accuracy-and-input-assumptions-dc5a0d66","canonical_url":"https://superpowerdaily.com/research/claude-s-quantum-circuit-gains-which-comparisons-match-accuracy-and-input-assumptions-dc5a0d66","version_url":"https://superpowerdaily.com/research/claude-s-quantum-circuit-gains-which-comparisons-match-accuracy-and-input-assumptions-dc5a0d66","version":"Live","snapshot_hash":null,"date_created":null,"date_modified":"2026-10-16T20:45:51.172Z","license":{"name":"Superpower Daily data reuse terms","url":"https://superpowerdaily.com/terms"},"license_url":"https://superpowerdaily.com/terms","coverage_note":"The bounded sample is the eight tasks in preprint v1 and its cited baselines published by the original cutoff. Saved evidence recovery does not extend that cutoff. The supplied material supports a specification audit, not independent circuit execution, proof checking or a universally applicable ranking.","measurement_technique":["Synthesize the supplied claim ledger and source descriptions; do not treat recovery of saved evidence as a new collection or experiment.","Plan an evidence_matrix with one row per task and columns for input domain, operation and interface, numerical tolerance, permitted failure, comparator provenance, reported resource gain, classification and unresolved conditions.","Distinguish specification-matched approximation from exact compiled computation, and distinguish either from exact scientific modeling.","Retain reported TQ improvements as attributed results rather than recalculating resource ratios from absent underlying tables.","Use preprint v1 and the cited baseline versions within the original October 16, 2026, 20:31:05.808 UTC cutoff. Flag supplied snapshots retrieved at 20:32:14.121 UTC as post-cutoff retrievals; live repository documentation is corroboration, not a verified cutoff snapshot."],"methodology":["Synthesize the supplied claim ledger and source descriptions; do not treat recovery of saved evidence as a new collection or experiment.","Plan an evidence_matrix with one row per task and columns for input domain, operation and interface, numerical tolerance, permitted failure, comparator provenance, reported resource gain, classification and unresolved conditions.","Distinguish specification-matched approximation from exact compiled computation, and distinguish either from exact scientific modeling.","Retain reported TQ improvements as attributed results rather than recalculating resource ratios from absent underlying tables.","Use preprint v1 and the cited baseline versions within the original October 16, 2026, 20:31:05.808 UTC cutoff. Flag supplied snapshots retrieved at 20:32:14.121 UTC as post-cutoff retrievals; live repository documentation is corroboration, not a verified cutoff snapshot."],"metrics":[{"label":"Verified observations","value":"0","detail":"0 measured fields"},{"label":"Supported claims","value":"10","detail":"10 material findings"},{"label":"Cited sources","value":"8","detail":"8 primary or authoritative"},{"label":"Research score","value":"82","detail":"Automated topic and evidence score"}],"columns":[{"key":"entity","label":"Entity"},{"key":"metric","label":"Metric"},{"key":"value","label":"Value"},{"key":"unit","label":"Unit"},{"key":"observed","label":"Observed"},{"key":"source","label":"Source"},{"key":"transform","label":"Transform"}],"data":[],"sources":[{"name":"arXiv / Osorio Perez et al.","title":"arxiv.org","url":"https://arxiv.org/html/2511.17437v1","records":0},{"name":"arXiv / Gu et al.","title":"arxiv.org","url":"https://arxiv.org/html/2610.22367v1","records":0},{"name":"arXiv / Khattar et al.","title":"arxiv.org","url":"https://arxiv.org/html/2510.10967v1","records":0},{"name":"arXiv / André Schrottenloher","title":"arxiv.org","url":"https://arxiv.org/html/2606.02235v1","records":0},{"name":"arXiv / Luo et al.","title":"arxiv.org","url":"https://arxiv.org/html/2607.13816v3","records":0},{"name":"Andi Gu / GitHub","title":"raw.githubusercontent.com","url":"https://raw.githubusercontent.com/andigu/uncompute/main/tasks/hhl-angle/README.md","records":0},{"name":"Andi Gu / GitHub","title":"raw.githubusercontent.com","url":"https://raw.githubusercontent.com/andigu/uncompute/main/tasks/coulomb-potential/README.md","records":0},{"name":"Andi Gu / GitHub","title":"raw.githubusercontent.com","url":"https://raw.githubusercontent.com/andigu/uncompute/main/tasks/gaussian/README.md","records":0}],"provenance":{"publisher":"Superpower Daily","source_count":8,"source_urls":["https://arxiv.org/html/2511.17437v1","https://arxiv.org/html/2610.22367v1","https://arxiv.org/html/2510.10967v1","https://arxiv.org/html/2606.02235v1","https://arxiv.org/html/2607.13816v3","https://raw.githubusercontent.com/andigu/uncompute/main/tasks/hhl-angle/README.md","https://raw.githubusercontent.com/andigu/uncompute/main/tasks/coulomb-potential/README.md","https://raw.githubusercontent.com/andigu/uncompute/main/tasks/gaussian/README.md"],"methodology":["Synthesize the supplied claim ledger and source descriptions; do not treat recovery of saved evidence as a new collection or experiment.","Plan an evidence_matrix with one row per task and columns for input domain, operation and interface, numerical tolerance, permitted failure, comparator provenance, reported resource gain, classification and unresolved conditions.","Distinguish specification-matched approximation from exact compiled computation, and distinguish either from exact scientific modeling.","Retain reported TQ improvements as attributed results rather than recalculating resource ratios from absent underlying tables.","Use preprint v1 and the cited baseline versions within the original October 16, 2026, 20:31:05.808 UTC cutoff. Flag supplied snapshots retrieved at 20:32:14.121 UTC as post-cutoff retrievals; live repository documentation is corroboration, not a verified cutoff snapshot."],"snapshot_hash":null},"distributions":{"csv":"https://superpowerdaily.com/api/research/claude-s-quantum-circuit-gains-which-comparisons-match-accuracy-and-input-assumptions-dc5a0d66?format=csv","json":"https://superpowerdaily.com/api/research/claude-s-quantum-circuit-gains-which-comparisons-match-accuracy-and-input-assumptions-dc5a0d66?format=json"}}