{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:N5D6B35OE7NDDVMGI7FGTLFW52","short_pith_number":"pith:N5D6B35O","canonical_record":{"source":{"id":"2412.20380","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2024-12-29T06:58:21Z","cross_cats_sorted":[],"title_canon_sha256":"7d6b3fd197d373ea6a599ea5d537979c7f7ed9e2911cc6aa9e73cbb2c8475efc","abstract_canon_sha256":"94593494272c1886d055f64977aa17b2318d510dd49a1906aff637522171436f"},"schema_version":"1.0"},"canonical_sha256":"6f47e0efae27da31d58647ca69acb6ee975bdcf87d431402092eee722fddeb4b","source":{"kind":"arxiv","id":"2412.20380","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.20380","created_at":"2026-07-05T09:54:58Z"},{"alias_kind":"arxiv_version","alias_value":"2412.20380v1","created_at":"2026-07-05T09:54:58Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.20380","created_at":"2026-07-05T09:54:58Z"},{"alias_kind":"pith_short_12","alias_value":"N5D6B35OE7ND","created_at":"2026-07-05T09:54:58Z"},{"alias_kind":"pith_short_16","alias_value":"N5D6B35OE7NDDVMG","created_at":"2026-07-05T09:54:58Z"},{"alias_kind":"pith_short_8","alias_value":"N5D6B35O","created_at":"2026-07-05T09:54:58Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:N5D6B35OE7NDDVMGI7FGTLFW52","target":"record","payload":{"canonical_record":{"source":{"id":"2412.20380","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2024-12-29T06:58:21Z","cross_cats_sorted":[],"title_canon_sha256":"7d6b3fd197d373ea6a599ea5d537979c7f7ed9e2911cc6aa9e73cbb2c8475efc","abstract_canon_sha256":"94593494272c1886d055f64977aa17b2318d510dd49a1906aff637522171436f"},"schema_version":"1.0"},"canonical_sha256":"6f47e0efae27da31d58647ca69acb6ee975bdcf87d431402092eee722fddeb4b","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:54:58.469871Z","signature_b64":"46I+Zhaj10mKiGAhkSjfoIP6yyeC1D4cmSBUQKV4LPidmCJy2lrLNcuM8O4xX7AmU7ba+hFwApbQHCVPqUhkBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"6f47e0efae27da31d58647ca69acb6ee975bdcf87d431402092eee722fddeb4b","last_reissued_at":"2026-07-05T09:54:58.469410Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:54:58.469410Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2412.20380","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:54:58Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"rN1vOnUhTzVpK7LyXSgupRj+CX01yTaFHf4mdwehmKwbYFGW3c6Cyud+pyWd5NPwRUFdkNy0MyZe1cgruuXWAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T10:35:53.234506Z"},"content_sha256":"21926d8494e7645c6d59964d1cecf3bf0b264410f950ecd7193f91a5d5c3b0da","schema_version":"1.0","event_id":"sha256:21926d8494e7645c6d59964d1cecf3bf0b264410f950ecd7193f91a5d5c3b0da"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:N5D6B35OE7NDDVMGI7FGTLFW52","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Artificial Intelligence for Quantum Error Correction: A Comprehensive Review","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"quant-ph","authors_text":"Hao Tang, Zihao Wang","submitted_at":"2024-12-29T06:58:21Z","abstract_excerpt":"Quantum Error Correction (QEC) is the process of detecting and correcting errors in quantum systems, which are prone to decoherence and quantum noise. QEC is crucial for developing stable and highly accurate quantum computing systems, therefore, several research efforts have been made to develop the best QEC strategy. Recently, Google's breakthrough shows great potential to improve the accuracy of the existing error correction methods. This survey provides a comprehensive review of advancements in the use of artificial intelligence (AI) tools to enhance QEC schemes for existing Noisy Intermedi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.20380","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2412.20380/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:54:58Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8hVq+cq+RL9imdla4XqKUbBH67pyKqur3GPf5dqjmhax21WHeChnDOCEtJQOZgbObl63S5+zIz6bWkJBYUtsBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T10:35:53.235005Z"},"content_sha256":"ee87e4cbd90b6c7d6b29dcaf8ba9a478cd8a8cdcdc8822e023ebdddac149fb00","schema_version":"1.0","event_id":"sha256:ee87e4cbd90b6c7d6b29dcaf8ba9a478cd8a8cdcdc8822e023ebdddac149fb00"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/N5D6B35OE7NDDVMGI7FGTLFW52/bundle.json","state_url":"https://pith.science/pith/N5D6B35OE7NDDVMGI7FGTLFW52/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/N5D6B35OE7NDDVMGI7FGTLFW52/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-07T10:35:53Z","links":{"resolver":"https://pith.science/pith/N5D6B35OE7NDDVMGI7FGTLFW52","bundle":"https://pith.science/pith/N5D6B35OE7NDDVMGI7FGTLFW52/bundle.json","state":"https://pith.science/pith/N5D6B35OE7NDDVMGI7FGTLFW52/state.json","well_known_bundle":"https://pith.science/.well-known/pith/N5D6B35OE7NDDVMGI7FGTLFW52/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:N5D6B35OE7NDDVMGI7FGTLFW52","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"94593494272c1886d055f64977aa17b2318d510dd49a1906aff637522171436f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2024-12-29T06:58:21Z","title_canon_sha256":"7d6b3fd197d373ea6a599ea5d537979c7f7ed9e2911cc6aa9e73cbb2c8475efc"},"schema_version":"1.0","source":{"id":"2412.20380","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.20380","created_at":"2026-07-05T09:54:58Z"},{"alias_kind":"arxiv_version","alias_value":"2412.20380v1","created_at":"2026-07-05T09:54:58Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.20380","created_at":"2026-07-05T09:54:58Z"},{"alias_kind":"pith_short_12","alias_value":"N5D6B35OE7ND","created_at":"2026-07-05T09:54:58Z"},{"alias_kind":"pith_short_16","alias_value":"N5D6B35OE7NDDVMG","created_at":"2026-07-05T09:54:58Z"},{"alias_kind":"pith_short_8","alias_value":"N5D6B35O","created_at":"2026-07-05T09:54:58Z"}],"graph_snapshots":[{"event_id":"sha256:ee87e4cbd90b6c7d6b29dcaf8ba9a478cd8a8cdcdc8822e023ebdddac149fb00","target":"graph","created_at":"2026-07-05T09:54:58Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2412.20380/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Quantum Error Correction (QEC) is the process of detecting and correcting errors in quantum systems, which are prone to decoherence and quantum noise. QEC is crucial for developing stable and highly accurate quantum computing systems, therefore, several research efforts have been made to develop the best QEC strategy. Recently, Google's breakthrough shows great potential to improve the accuracy of the existing error correction methods. This survey provides a comprehensive review of advancements in the use of artificial intelligence (AI) tools to enhance QEC schemes for existing Noisy Intermedi","authors_text":"Hao Tang, Zihao Wang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2024-12-29T06:58:21Z","title":"Artificial Intelligence for Quantum Error Correction: A Comprehensive Review"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.20380","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:21926d8494e7645c6d59964d1cecf3bf0b264410f950ecd7193f91a5d5c3b0da","target":"record","created_at":"2026-07-05T09:54:58Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"94593494272c1886d055f64977aa17b2318d510dd49a1906aff637522171436f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"quant-ph","submitted_at":"2024-12-29T06:58:21Z","title_canon_sha256":"7d6b3fd197d373ea6a599ea5d537979c7f7ed9e2911cc6aa9e73cbb2c8475efc"},"schema_version":"1.0","source":{"id":"2412.20380","kind":"arxiv","version":1}},"canonical_sha256":"6f47e0efae27da31d58647ca69acb6ee975bdcf87d431402092eee722fddeb4b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6f47e0efae27da31d58647ca69acb6ee975bdcf87d431402092eee722fddeb4b","first_computed_at":"2026-07-05T09:54:58.469410Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:54:58.469410Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"46I+Zhaj10mKiGAhkSjfoIP6yyeC1D4cmSBUQKV4LPidmCJy2lrLNcuM8O4xX7AmU7ba+hFwApbQHCVPqUhkBA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:54:58.469871Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.20380","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:21926d8494e7645c6d59964d1cecf3bf0b264410f950ecd7193f91a5d5c3b0da","sha256:ee87e4cbd90b6c7d6b29dcaf8ba9a478cd8a8cdcdc8822e023ebdddac149fb00"],"state_sha256":"75076601df6c8fe3f4836cd42777e7f8b64d9bc8839e728eb26879f3a30a45dc"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"52mn/GeYg/alK/d9tECL75sLakJ3RwpIbgOjgJaQb5HyZVdl5GFakSRKaaD57I6bVvplHMHnCQGXrBL4MtinDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T10:35:53.240483Z","bundle_sha256":"5a489e900dd707c63ca8366e4b8de68aa6e99d3e2d1a1a8adf9d6108eabf1cf3"}}