{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:BT7BWBLW2AGAHZPB47W2JJWNDK","short_pith_number":"pith:BT7BWBLW","canonical_record":{"source":{"id":"2506.22729","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DL","submitted_at":"2025-06-28T02:21:19Z","cross_cats_sorted":["cs.CY","cs.LG"],"title_canon_sha256":"b98ad9719aae3434adc34545188975363682bcadcea16b0aee35e380d30da031","abstract_canon_sha256":"e8d3d71bcc468489a645f8e14ebdd7ba2832b01f6b6d4fcbf1879353b2b58e15"},"schema_version":"1.0"},"canonical_sha256":"0cfe1b0576d00c03e5e1e7eda4a6cd1a8ae09ea9451ac409da92c131cab9dd36","source":{"kind":"arxiv","id":"2506.22729","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.22729","created_at":"2026-07-05T11:30:03Z"},{"alias_kind":"arxiv_version","alias_value":"2506.22729v2","created_at":"2026-07-05T11:30:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.22729","created_at":"2026-07-05T11:30:03Z"},{"alias_kind":"pith_short_12","alias_value":"BT7BWBLW2AGA","created_at":"2026-07-05T11:30:03Z"},{"alias_kind":"pith_short_16","alias_value":"BT7BWBLW2AGAHZPB","created_at":"2026-07-05T11:30:03Z"},{"alias_kind":"pith_short_8","alias_value":"BT7BWBLW","created_at":"2026-07-05T11:30:03Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:BT7BWBLW2AGAHZPB47W2JJWNDK","target":"record","payload":{"canonical_record":{"source":{"id":"2506.22729","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DL","submitted_at":"2025-06-28T02:21:19Z","cross_cats_sorted":["cs.CY","cs.LG"],"title_canon_sha256":"b98ad9719aae3434adc34545188975363682bcadcea16b0aee35e380d30da031","abstract_canon_sha256":"e8d3d71bcc468489a645f8e14ebdd7ba2832b01f6b6d4fcbf1879353b2b58e15"},"schema_version":"1.0"},"canonical_sha256":"0cfe1b0576d00c03e5e1e7eda4a6cd1a8ae09ea9451ac409da92c131cab9dd36","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:30:03.482560Z","signature_b64":"OUqzeZ4cKx2pyqfiSubPN6rejse4Dnc76T93g9lQqhOpnS4QUcbgy8Ei6/XQltltimRNUuj0J9GhNxNL8+hCDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0cfe1b0576d00c03e5e1e7eda4a6cd1a8ae09ea9451ac409da92c131cab9dd36","last_reissued_at":"2026-07-05T11:30:03.482126Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:30:03.482126Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.22729","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:30:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"GswxbDx02etWJqwhMkVj1Zjmn3S2kFlmTC8NQyC4EdNQOqQlxZWTrzPNGnjKJv6UbbsGxyx173MqEfZ2ICuxCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-15T03:23:55.792664Z"},"content_sha256":"0b396f9866c662b87f09989409f9b409fb843f8c517a348db1b48c14c70b1401","schema_version":"1.0","event_id":"sha256:0b396f9866c662b87f09989409f9b409fb843f8c517a348db1b48c14c70b1401"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:BT7BWBLW2AGAHZPB47W2JJWNDK","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Persistence Paradox in Dynamic Science","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CY","cs.LG"],"primary_cat":"cs.DL","authors_text":"Honglin Bao, Kai Li","submitted_at":"2025-06-28T02:21:19Z","abstract_excerpt":"Persistence is often regarded as a virtue in science. In this paper, however, we challenge this conventional view by highlighting its contextual nature, particularly how persistence can become a liability during periods of paradigm shift. We focus on the deep learning revolution catalyzed by AlexNet in 2012. Analyzing the 20-year career trajectories of over 5,000 scientists who were active in top machine learning venues during the preceding decade, we examine how their research focus and output evolved. We first uncover a dynamic period in which leading venues increasingly prioritized cutting-"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.22729","kind":"arxiv","version":2},"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/2506.22729/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":"2026-07-05T11:30:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VE1xXjPF0PmVVJoqq7iyIWw8tanwz9EwOH+MCel4JQyIT+4fe+QCxdeKYjZ3+MYV8nje6NRKCQF+JM1qeiAZAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-15T03:23:55.793580Z"},"content_sha256":"1b50d03c854ea3e4703445a08c0b6b101faa8dc0511576330266542f8fc59d33","schema_version":"1.0","event_id":"sha256:1b50d03c854ea3e4703445a08c0b6b101faa8dc0511576330266542f8fc59d33"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/BT7BWBLW2AGAHZPB47W2JJWNDK/bundle.json","state_url":"https://pith.science/pith/BT7BWBLW2AGAHZPB47W2JJWNDK/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/BT7BWBLW2AGAHZPB47W2JJWNDK/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":"2026-08-15T03:23:55Z","links":{"resolver":"https://pith.science/pith/BT7BWBLW2AGAHZPB47W2JJWNDK","bundle":"https://pith.science/pith/BT7BWBLW2AGAHZPB47W2JJWNDK/bundle.json","state":"https://pith.science/pith/BT7BWBLW2AGAHZPB47W2JJWNDK/state.json","well_known_bundle":"https://pith.science/.well-known/pith/BT7BWBLW2AGAHZPB47W2JJWNDK/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:BT7BWBLW2AGAHZPB47W2JJWNDK","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":"e8d3d71bcc468489a645f8e14ebdd7ba2832b01f6b6d4fcbf1879353b2b58e15","cross_cats_sorted":["cs.CY","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DL","submitted_at":"2025-06-28T02:21:19Z","title_canon_sha256":"b98ad9719aae3434adc34545188975363682bcadcea16b0aee35e380d30da031"},"schema_version":"1.0","source":{"id":"2506.22729","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.22729","created_at":"2026-07-05T11:30:03Z"},{"alias_kind":"arxiv_version","alias_value":"2506.22729v2","created_at":"2026-07-05T11:30:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.22729","created_at":"2026-07-05T11:30:03Z"},{"alias_kind":"pith_short_12","alias_value":"BT7BWBLW2AGA","created_at":"2026-07-05T11:30:03Z"},{"alias_kind":"pith_short_16","alias_value":"BT7BWBLW2AGAHZPB","created_at":"2026-07-05T11:30:03Z"},{"alias_kind":"pith_short_8","alias_value":"BT7BWBLW","created_at":"2026-07-05T11:30:03Z"}],"graph_snapshots":[{"event_id":"sha256:1b50d03c854ea3e4703445a08c0b6b101faa8dc0511576330266542f8fc59d33","target":"graph","created_at":"2026-07-05T11:30:03Z","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/2506.22729/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Persistence is often regarded as a virtue in science. In this paper, however, we challenge this conventional view by highlighting its contextual nature, particularly how persistence can become a liability during periods of paradigm shift. We focus on the deep learning revolution catalyzed by AlexNet in 2012. Analyzing the 20-year career trajectories of over 5,000 scientists who were active in top machine learning venues during the preceding decade, we examine how their research focus and output evolved. We first uncover a dynamic period in which leading venues increasingly prioritized cutting-","authors_text":"Honglin Bao, Kai Li","cross_cats":["cs.CY","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DL","submitted_at":"2025-06-28T02:21:19Z","title":"Persistence Paradox in Dynamic Science"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.22729","kind":"arxiv","version":2},"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":"sha256:0b396f9866c662b87f09989409f9b409fb843f8c517a348db1b48c14c70b1401","target":"record","created_at":"2026-07-05T11:30:03Z","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":"e8d3d71bcc468489a645f8e14ebdd7ba2832b01f6b6d4fcbf1879353b2b58e15","cross_cats_sorted":["cs.CY","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DL","submitted_at":"2025-06-28T02:21:19Z","title_canon_sha256":"b98ad9719aae3434adc34545188975363682bcadcea16b0aee35e380d30da031"},"schema_version":"1.0","source":{"id":"2506.22729","kind":"arxiv","version":2}},"canonical_sha256":"0cfe1b0576d00c03e5e1e7eda4a6cd1a8ae09ea9451ac409da92c131cab9dd36","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0cfe1b0576d00c03e5e1e7eda4a6cd1a8ae09ea9451ac409da92c131cab9dd36","first_computed_at":"2026-07-05T11:30:03.482126Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:30:03.482126Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"OUqzeZ4cKx2pyqfiSubPN6rejse4Dnc76T93g9lQqhOpnS4QUcbgy8Ei6/XQltltimRNUuj0J9GhNxNL8+hCDg==","signature_status":"signed_v1","signed_at":"2026-07-05T11:30:03.482560Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.22729","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0b396f9866c662b87f09989409f9b409fb843f8c517a348db1b48c14c70b1401","sha256:1b50d03c854ea3e4703445a08c0b6b101faa8dc0511576330266542f8fc59d33"],"state_sha256":"fdc9223228c6f117773c3a8453d3c5d410911b7b3c39f3a44e309649f055e78a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VvVtZSmy1bRrhLSKwhjXC/wvOm4GzEjbTCGt3Wr8CxLz9WU99Ib0JZQHFvigrvHlmyGWdplU30e46ibnvOafCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-15T03:23:55.800991Z","bundle_sha256":"39cae0445a37fd299b65ce249f88bf4a75b108c7158c6b9b88f977813f6441ab"}}