{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:OIEM6CWAQNCOQ5MJS26UNBVP5W","short_pith_number":"pith:OIEM6CWA","schema_version":"1.0","canonical_sha256":"7208cf0ac08344e8758996bd4686afedaa4edf96f0d921a7dca3f62be37b241d","source":{"kind":"arxiv","id":"2506.12891","version":1},"attestation_state":"computed","paper":{"title":"Evolutionary Developmental Biology Can Serve as the Conceptual Foundation for a New Design Paradigm in Artificial Intelligence","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG","cs.NE"],"primary_cat":"cs.AI","authors_text":"Boi Faltings, Zeki Doruk Erden","submitted_at":"2025-06-15T15:41:44Z","abstract_excerpt":"Artificial intelligence (AI), propelled by advancements in machine learning, has made significant strides in solving complex tasks. However, the current neural network-based paradigm, while effective, is heavily constrained by inherent limitations, primarily a lack of structural organization and a progression of learning that displays undesirable properties. As AI research progresses without a unifying framework, it either tries to patch weaknesses heuristically or draws loosely from biological mechanisms without strong theoretical foundations. Meanwhile, the recent paradigm shift in evolution"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2506.12891","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-06-15T15:41:44Z","cross_cats_sorted":["cs.LG","cs.NE"],"title_canon_sha256":"d0171095f92b1fdbdc9bddfca8ae36ea596a4e05210008593c7383b0f37a3054","abstract_canon_sha256":"e21ba2c9a949e661de4be9b8483bce73d69de417f64c2052582550bf348545e6"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:22:01.857466Z","signature_b64":"e7XGjNIsbfOvr5co/HWua+YnadELdabyjCoFbKBO3ii5Egdnx5cXqU2Wks0NhHrhZ8/uaoJAGyyz3brl90ySAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7208cf0ac08344e8758996bd4686afedaa4edf96f0d921a7dca3f62be37b241d","last_reissued_at":"2026-07-05T11:22:01.857093Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:22:01.857093Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Evolutionary Developmental Biology Can Serve as the Conceptual Foundation for a New Design Paradigm in Artificial Intelligence","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG","cs.NE"],"primary_cat":"cs.AI","authors_text":"Boi Faltings, Zeki Doruk Erden","submitted_at":"2025-06-15T15:41:44Z","abstract_excerpt":"Artificial intelligence (AI), propelled by advancements in machine learning, has made significant strides in solving complex tasks. However, the current neural network-based paradigm, while effective, is heavily constrained by inherent limitations, primarily a lack of structural organization and a progression of learning that displays undesirable properties. As AI research progresses without a unifying framework, it either tries to patch weaknesses heuristically or draws loosely from biological mechanisms without strong theoretical foundations. Meanwhile, the recent paradigm shift in evolution"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.12891","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/2506.12891/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2506.12891","created_at":"2026-07-05T11:22:01.857149+00:00"},{"alias_kind":"arxiv_version","alias_value":"2506.12891v1","created_at":"2026-07-05T11:22:01.857149+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.12891","created_at":"2026-07-05T11:22:01.857149+00:00"},{"alias_kind":"pith_short_12","alias_value":"OIEM6CWAQNCO","created_at":"2026-07-05T11:22:01.857149+00:00"},{"alias_kind":"pith_short_16","alias_value":"OIEM6CWAQNCOQ5MJ","created_at":"2026-07-05T11:22:01.857149+00:00"},{"alias_kind":"pith_short_8","alias_value":"OIEM6CWA","created_at":"2026-07-05T11:22:01.857149+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/OIEM6CWAQNCOQ5MJS26UNBVP5W","json":"https://pith.science/pith/OIEM6CWAQNCOQ5MJS26UNBVP5W.json","graph_json":"https://pith.science/api/pith-number/OIEM6CWAQNCOQ5MJS26UNBVP5W/graph.json","events_json":"https://pith.science/api/pith-number/OIEM6CWAQNCOQ5MJS26UNBVP5W/events.json","paper":"https://pith.science/paper/OIEM6CWA"},"agent_actions":{"view_html":"https://pith.science/pith/OIEM6CWAQNCOQ5MJS26UNBVP5W","download_json":"https://pith.science/pith/OIEM6CWAQNCOQ5MJS26UNBVP5W.json","view_paper":"https://pith.science/paper/OIEM6CWA","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2506.12891&json=true","fetch_graph":"https://pith.science/api/pith-number/OIEM6CWAQNCOQ5MJS26UNBVP5W/graph.json","fetch_events":"https://pith.science/api/pith-number/OIEM6CWAQNCOQ5MJS26UNBVP5W/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/OIEM6CWAQNCOQ5MJS26UNBVP5W/action/timestamp_anchor","attest_storage":"https://pith.science/pith/OIEM6CWAQNCOQ5MJS26UNBVP5W/action/storage_attestation","attest_author":"https://pith.science/pith/OIEM6CWAQNCOQ5MJS26UNBVP5W/action/author_attestation","sign_citation":"https://pith.science/pith/OIEM6CWAQNCOQ5MJS26UNBVP5W/action/citation_signature","submit_replication":"https://pith.science/pith/OIEM6CWAQNCOQ5MJS26UNBVP5W/action/replication_record"}},"created_at":"2026-07-05T11:22:01.857149+00:00","updated_at":"2026-07-05T11:22:01.857149+00:00"}