{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:LTJFGGCPBXWDJG4NUYBS75SWUL","short_pith_number":"pith:LTJFGGCP","canonical_record":{"source":{"id":"2502.11312","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-02-16T23:19:44Z","cross_cats_sorted":[],"title_canon_sha256":"70c68185b16c32953543e107408c50cecee53a2417885aa6bc4df297691ab9ea","abstract_canon_sha256":"7ac3e569a6b26881d2131a42fbf060d951aec49239dd7a68c7eac69d04ff83c6"},"schema_version":"1.0"},"canonical_sha256":"5cd253184f0dec349b8da6032ff656a2dea7104cc9bf490051819e70f19b4cb9","source":{"kind":"arxiv","id":"2502.11312","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.11312","created_at":"2026-07-05T10:15:06Z"},{"alias_kind":"arxiv_version","alias_value":"2502.11312v1","created_at":"2026-07-05T10:15:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.11312","created_at":"2026-07-05T10:15:06Z"},{"alias_kind":"pith_short_12","alias_value":"LTJFGGCPBXWD","created_at":"2026-07-05T10:15:06Z"},{"alias_kind":"pith_short_16","alias_value":"LTJFGGCPBXWDJG4N","created_at":"2026-07-05T10:15:06Z"},{"alias_kind":"pith_short_8","alias_value":"LTJFGGCP","created_at":"2026-07-05T10:15:06Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:LTJFGGCPBXWDJG4NUYBS75SWUL","target":"record","payload":{"canonical_record":{"source":{"id":"2502.11312","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-02-16T23:19:44Z","cross_cats_sorted":[],"title_canon_sha256":"70c68185b16c32953543e107408c50cecee53a2417885aa6bc4df297691ab9ea","abstract_canon_sha256":"7ac3e569a6b26881d2131a42fbf060d951aec49239dd7a68c7eac69d04ff83c6"},"schema_version":"1.0"},"canonical_sha256":"5cd253184f0dec349b8da6032ff656a2dea7104cc9bf490051819e70f19b4cb9","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:15:06.548698Z","signature_b64":"4h+6Jbc6lAE4fB6EMqmBqrVgoXf3b6nYlZ918DkDaudiM3LbEMvRnTx11/hlSeCrvywtLbu6sThQtZ3k/ScCAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"5cd253184f0dec349b8da6032ff656a2dea7104cc9bf490051819e70f19b4cb9","last_reissued_at":"2026-07-05T10:15:06.548197Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:15:06.548197Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2502.11312","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":"2026-07-05T10:15:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"tksqpmjvcfMFgRzFyE48v72ectdcZ11yGllSzbcuPfC/1S8wgZqGYzEhQmI8r8RiSWhNl5a+cxFMqb25tb/kAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-14T09:56:48.256675Z"},"content_sha256":"16de53a9d2d8b84589b45003c0553740d3667f113007beaefae7d61d20c535a9","schema_version":"1.0","event_id":"sha256:16de53a9d2d8b84589b45003c0553740d3667f113007beaefae7d61d20c535a9"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:LTJFGGCPBXWDJG4NUYBS75SWUL","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"AI Generations: From AI 1.0 to AI 4.0","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Hengxu You, Jiahao Wu, Jing Du","submitted_at":"2025-02-16T23:19:44Z","abstract_excerpt":"This paper proposes that Artificial Intelligence (AI) progresses through several overlapping generations: AI 1.0 (Information AI), AI 2.0 (Agentic AI), AI 3.0 (Physical AI), and now a speculative AI 4.0 (Conscious AI). Each of these AI generations is driven by shifting priorities among algorithms, computing power, and data. AI 1.0 ushered in breakthroughs in pattern recognition and information processing, fueling advances in computer vision, natural language processing, and recommendation systems. AI 2.0 built on these foundations through real-time decision-making in digital environments, leve"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.11312","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/2502.11312/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":"2026-07-05T10:15:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"4wM+Jp8wTfs53b7MO09xYF/b5STmi1aIElDQYaKDpPVysKOg6H1g6/AuCPTfAw9DElyP7yKRoeYodopLzZTABg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-14T09:56:48.257047Z"},"content_sha256":"92901dd4c6610016c46156ce864bd6b8e809511393383a5e9e7492b8292fef7d","schema_version":"1.0","event_id":"sha256:92901dd4c6610016c46156ce864bd6b8e809511393383a5e9e7492b8292fef7d"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/LTJFGGCPBXWDJG4NUYBS75SWUL/bundle.json","state_url":"https://pith.science/pith/LTJFGGCPBXWDJG4NUYBS75SWUL/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/LTJFGGCPBXWDJG4NUYBS75SWUL/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":"2026-07-14T09:56:48Z","links":{"resolver":"https://pith.science/pith/LTJFGGCPBXWDJG4NUYBS75SWUL","bundle":"https://pith.science/pith/LTJFGGCPBXWDJG4NUYBS75SWUL/bundle.json","state":"https://pith.science/pith/LTJFGGCPBXWDJG4NUYBS75SWUL/state.json","well_known_bundle":"https://pith.science/.well-known/pith/LTJFGGCPBXWDJG4NUYBS75SWUL/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:LTJFGGCPBXWDJG4NUYBS75SWUL","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":"7ac3e569a6b26881d2131a42fbf060d951aec49239dd7a68c7eac69d04ff83c6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-02-16T23:19:44Z","title_canon_sha256":"70c68185b16c32953543e107408c50cecee53a2417885aa6bc4df297691ab9ea"},"schema_version":"1.0","source":{"id":"2502.11312","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.11312","created_at":"2026-07-05T10:15:06Z"},{"alias_kind":"arxiv_version","alias_value":"2502.11312v1","created_at":"2026-07-05T10:15:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.11312","created_at":"2026-07-05T10:15:06Z"},{"alias_kind":"pith_short_12","alias_value":"LTJFGGCPBXWD","created_at":"2026-07-05T10:15:06Z"},{"alias_kind":"pith_short_16","alias_value":"LTJFGGCPBXWDJG4N","created_at":"2026-07-05T10:15:06Z"},{"alias_kind":"pith_short_8","alias_value":"LTJFGGCP","created_at":"2026-07-05T10:15:06Z"}],"graph_snapshots":[{"event_id":"sha256:92901dd4c6610016c46156ce864bd6b8e809511393383a5e9e7492b8292fef7d","target":"graph","created_at":"2026-07-05T10:15:06Z","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/2502.11312/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper proposes that Artificial Intelligence (AI) progresses through several overlapping generations: AI 1.0 (Information AI), AI 2.0 (Agentic AI), AI 3.0 (Physical AI), and now a speculative AI 4.0 (Conscious AI). Each of these AI generations is driven by shifting priorities among algorithms, computing power, and data. AI 1.0 ushered in breakthroughs in pattern recognition and information processing, fueling advances in computer vision, natural language processing, and recommendation systems. AI 2.0 built on these foundations through real-time decision-making in digital environments, leve","authors_text":"Hengxu You, Jiahao Wu, Jing Du","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-02-16T23:19:44Z","title":"AI Generations: From AI 1.0 to AI 4.0"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.11312","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":"sha256:16de53a9d2d8b84589b45003c0553740d3667f113007beaefae7d61d20c535a9","target":"record","created_at":"2026-07-05T10:15:06Z","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":"7ac3e569a6b26881d2131a42fbf060d951aec49239dd7a68c7eac69d04ff83c6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-02-16T23:19:44Z","title_canon_sha256":"70c68185b16c32953543e107408c50cecee53a2417885aa6bc4df297691ab9ea"},"schema_version":"1.0","source":{"id":"2502.11312","kind":"arxiv","version":1}},"canonical_sha256":"5cd253184f0dec349b8da6032ff656a2dea7104cc9bf490051819e70f19b4cb9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5cd253184f0dec349b8da6032ff656a2dea7104cc9bf490051819e70f19b4cb9","first_computed_at":"2026-07-05T10:15:06.548197Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:15:06.548197Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"4h+6Jbc6lAE4fB6EMqmBqrVgoXf3b6nYlZ918DkDaudiM3LbEMvRnTx11/hlSeCrvywtLbu6sThQtZ3k/ScCAA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:15:06.548698Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.11312","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:16de53a9d2d8b84589b45003c0553740d3667f113007beaefae7d61d20c535a9","sha256:92901dd4c6610016c46156ce864bd6b8e809511393383a5e9e7492b8292fef7d"],"state_sha256":"c9378f9fcba757ba27c63fc15971e7b78e09723935784f22168baf84005b610b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kK+qKqpp0FwvVbmoFNhqWtoF0t1Ql9dow5t6oFyHm5xNKtAvdtCetoYN3aCYKcNxvLxXE1RW6/bc8qfN3trKBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-14T09:56:48.259168Z","bundle_sha256":"50670cd1c1e50959f9dade92ca9e799aebd5cb8b5b97cda609f4e65dd43283e7"}}