{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:MLKPZHUF2LUXYZWSWOCP5ABPEV","short_pith_number":"pith:MLKPZHUF","canonical_record":{"source":{"id":"2507.02876","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.OH","submitted_at":"2025-06-18T00:42:10Z","cross_cats_sorted":["cs.NE","nlin.AO"],"title_canon_sha256":"6ffadbc2cf1a6ce351e5c17fdd8b20bf38e9e6af2b717d7264c4d23831c88d2c","abstract_canon_sha256":"215d916e3d3f1cb09287a26f766ba53a79b05f5d8b73bbaa2bf7c3f94fb6368c"},"schema_version":"1.0"},"canonical_sha256":"62d4fc9e85d2e97c66d2b384fe802f257f1e8d8d39d91e1f0e4dea8ebc817168","source":{"kind":"arxiv","id":"2507.02876","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.02876","created_at":"2026-07-05T11:31:48Z"},{"alias_kind":"arxiv_version","alias_value":"2507.02876v1","created_at":"2026-07-05T11:31:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.02876","created_at":"2026-07-05T11:31:48Z"},{"alias_kind":"pith_short_12","alias_value":"MLKPZHUF2LUX","created_at":"2026-07-05T11:31:48Z"},{"alias_kind":"pith_short_16","alias_value":"MLKPZHUF2LUXYZWS","created_at":"2026-07-05T11:31:48Z"},{"alias_kind":"pith_short_8","alias_value":"MLKPZHUF","created_at":"2026-07-05T11:31:48Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:MLKPZHUF2LUXYZWSWOCP5ABPEV","target":"record","payload":{"canonical_record":{"source":{"id":"2507.02876","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.OH","submitted_at":"2025-06-18T00:42:10Z","cross_cats_sorted":["cs.NE","nlin.AO"],"title_canon_sha256":"6ffadbc2cf1a6ce351e5c17fdd8b20bf38e9e6af2b717d7264c4d23831c88d2c","abstract_canon_sha256":"215d916e3d3f1cb09287a26f766ba53a79b05f5d8b73bbaa2bf7c3f94fb6368c"},"schema_version":"1.0"},"canonical_sha256":"62d4fc9e85d2e97c66d2b384fe802f257f1e8d8d39d91e1f0e4dea8ebc817168","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:31:48.049442Z","signature_b64":"v1RS4a0IblrCY19mcF5sMAtiQqn04wb+UmOHd15lCDWvKAKjvfbibgD2RAbCQoCGRDHr539RfEhZlvkInsbuDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"62d4fc9e85d2e97c66d2b384fe802f257f1e8d8d39d91e1f0e4dea8ebc817168","last_reissued_at":"2026-07-05T11:31:48.048983Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:31:48.048983Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2507.02876","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":"2026-07-05T11:31:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"n9Xy9hR3Qxay9mz1WwuQNephFsTyxeHniTpfeEjbhbyWz4yhUYN569+74v5GGGrcAueLIBqAIMiUuoYyTvb7BQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T01:29:45.258421Z"},"content_sha256":"2d38f552482062763f54af645ed13d9876651fcbb59ee5992f061c2448c0595b","schema_version":"1.0","event_id":"sha256:2d38f552482062763f54af645ed13d9876651fcbb59ee5992f061c2448c0595b"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:MLKPZHUF2LUXYZWSWOCP5ABPEV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Evolution, Future of AI, and Singularity","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.NE","nlin.AO"],"primary_cat":"cs.OH","authors_text":"Zeki Doruk Erden","submitted_at":"2025-06-18T00:42:10Z","abstract_excerpt":"This article critically examines the foundational principles of contemporary AI methods, exploring the limitations that hinder its potential. We draw parallels between the modern AI landscape and the 20th-century Modern Synthesis in evolutionary biology, and highlight how advancements in evolutionary theory that augmented the Modern Synthesis, particularly those of Evolutionary Developmental Biology, offer insights that can inform a new design paradigm for AI. By synthesizing findings across AI and evolutionary theory, we propose a pathway to overcome existing limitations, enabling AI to achie"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.02876","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/2507.02876/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":"2026-07-05T11:31:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Fcvss/PBjqpEMTwi4FxPSUPpZupasHHEkK0+Ez909jikwQtpjREvunnNtknGYiWyf3W1CvFO63bQ76kfTmhWDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T01:29:45.259104Z"},"content_sha256":"a8cacbc8098020adf338d7c746b1f0203daaa2bb39fba43c02828190a696ebc3","schema_version":"1.0","event_id":"sha256:a8cacbc8098020adf338d7c746b1f0203daaa2bb39fba43c02828190a696ebc3"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/MLKPZHUF2LUXYZWSWOCP5ABPEV/bundle.json","state_url":"https://pith.science/pith/MLKPZHUF2LUXYZWSWOCP5ABPEV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/MLKPZHUF2LUXYZWSWOCP5ABPEV/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":"2026-08-18T01:29:45Z","links":{"resolver":"https://pith.science/pith/MLKPZHUF2LUXYZWSWOCP5ABPEV","bundle":"https://pith.science/pith/MLKPZHUF2LUXYZWSWOCP5ABPEV/bundle.json","state":"https://pith.science/pith/MLKPZHUF2LUXYZWSWOCP5ABPEV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/MLKPZHUF2LUXYZWSWOCP5ABPEV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:MLKPZHUF2LUXYZWSWOCP5ABPEV","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":"215d916e3d3f1cb09287a26f766ba53a79b05f5d8b73bbaa2bf7c3f94fb6368c","cross_cats_sorted":["cs.NE","nlin.AO"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.OH","submitted_at":"2025-06-18T00:42:10Z","title_canon_sha256":"6ffadbc2cf1a6ce351e5c17fdd8b20bf38e9e6af2b717d7264c4d23831c88d2c"},"schema_version":"1.0","source":{"id":"2507.02876","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.02876","created_at":"2026-07-05T11:31:48Z"},{"alias_kind":"arxiv_version","alias_value":"2507.02876v1","created_at":"2026-07-05T11:31:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.02876","created_at":"2026-07-05T11:31:48Z"},{"alias_kind":"pith_short_12","alias_value":"MLKPZHUF2LUX","created_at":"2026-07-05T11:31:48Z"},{"alias_kind":"pith_short_16","alias_value":"MLKPZHUF2LUXYZWS","created_at":"2026-07-05T11:31:48Z"},{"alias_kind":"pith_short_8","alias_value":"MLKPZHUF","created_at":"2026-07-05T11:31:48Z"}],"graph_snapshots":[{"event_id":"sha256:a8cacbc8098020adf338d7c746b1f0203daaa2bb39fba43c02828190a696ebc3","target":"graph","created_at":"2026-07-05T11:31:48Z","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/2507.02876/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This article critically examines the foundational principles of contemporary AI methods, exploring the limitations that hinder its potential. We draw parallels between the modern AI landscape and the 20th-century Modern Synthesis in evolutionary biology, and highlight how advancements in evolutionary theory that augmented the Modern Synthesis, particularly those of Evolutionary Developmental Biology, offer insights that can inform a new design paradigm for AI. By synthesizing findings across AI and evolutionary theory, we propose a pathway to overcome existing limitations, enabling AI to achie","authors_text":"Zeki Doruk Erden","cross_cats":["cs.NE","nlin.AO"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.OH","submitted_at":"2025-06-18T00:42:10Z","title":"Evolution, Future of AI, and Singularity"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.02876","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":"sha256:2d38f552482062763f54af645ed13d9876651fcbb59ee5992f061c2448c0595b","target":"record","created_at":"2026-07-05T11:31:48Z","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":"215d916e3d3f1cb09287a26f766ba53a79b05f5d8b73bbaa2bf7c3f94fb6368c","cross_cats_sorted":["cs.NE","nlin.AO"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.OH","submitted_at":"2025-06-18T00:42:10Z","title_canon_sha256":"6ffadbc2cf1a6ce351e5c17fdd8b20bf38e9e6af2b717d7264c4d23831c88d2c"},"schema_version":"1.0","source":{"id":"2507.02876","kind":"arxiv","version":1}},"canonical_sha256":"62d4fc9e85d2e97c66d2b384fe802f257f1e8d8d39d91e1f0e4dea8ebc817168","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"62d4fc9e85d2e97c66d2b384fe802f257f1e8d8d39d91e1f0e4dea8ebc817168","first_computed_at":"2026-07-05T11:31:48.048983Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:31:48.048983Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"v1RS4a0IblrCY19mcF5sMAtiQqn04wb+UmOHd15lCDWvKAKjvfbibgD2RAbCQoCGRDHr539RfEhZlvkInsbuDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:31:48.049442Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.02876","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2d38f552482062763f54af645ed13d9876651fcbb59ee5992f061c2448c0595b","sha256:a8cacbc8098020adf338d7c746b1f0203daaa2bb39fba43c02828190a696ebc3"],"state_sha256":"4c9dd62d0b8a1513394be19e24c3253334a1a069a699725cd5efdeecf2a92001"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"n8OpQleRR3LDUf1QSqQrQjkOAJTNAglRHFpHbOafi/tkcSvOB9lOSM5k8VWpLzCNv8ym+idiBvGNa6nJ6zIaAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-18T01:29:45.265305Z","bundle_sha256":"ef2a3dbad60ece0bdeaeb3d613f3c17e76573bf1c3a0ec4e5168b5bcc2d87cc6"}}