{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2018:KKR225VMOYRKBYQYMY4JFF4KK2","short_pith_number":"pith:KKR225VM","schema_version":"1.0","canonical_sha256":"52a3ad76ac7622a0e218663892978a5685d3f13e3a4bee5f00168c792ad40470","source":{"kind":"arxiv","id":"1812.01184","version":1},"attestation_state":"computed","paper":{"title":"Making BREAD: Biomimetic strategies for Artificial Intelligence Now and in the Future","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.ET"],"primary_cat":"cs.AI","authors_text":"James L. Olds, Jeffrey L. Krichmar, Salar M. Khan, William Severa","submitted_at":"2018-12-04T02:59:44Z","abstract_excerpt":"The Artificial Intelligence (AI) revolution foretold of during the 1960s is well underway in the second decade of the 21st century. Its period of phenomenal growth likely lies ahead. Still, we believe, there are crucial lessons that biology can offer that will enable a prosperous future for AI. For machines in general, and for AI's especially, operating over extended periods or in extreme environments will require energy usage orders of magnitudes more efficient than exists today. In many operational environments, energy sources will be constrained. Any plans for AI devices operating in a chal"},"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":"1812.01184","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2018-12-04T02:59:44Z","cross_cats_sorted":["cs.ET"],"title_canon_sha256":"79b8aeb3cdad7645be1ddb1f75c01295c02c00ec38a8c7009bd5e94e2a1958b5","abstract_canon_sha256":"0acd9f9cfbe8a32ff6718d2c384fe59d2e7b2f1874cbc4bb2d251861fba41768"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-17T23:59:13.177726Z","signature_b64":"g+1qtAvl2xvcFvGoJbkBCx5rNeaYNwSzkFmNlbb15Ae8A3QUHB2WhJlV1mkkgWO8pYqu9w9miNNPjqX1T8K9DA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"52a3ad76ac7622a0e218663892978a5685d3f13e3a4bee5f00168c792ad40470","last_reissued_at":"2026-05-17T23:59:13.177241Z","signature_status":"signed_v1","first_computed_at":"2026-05-17T23:59:13.177241Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Making BREAD: Biomimetic strategies for Artificial Intelligence Now and in the Future","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.ET"],"primary_cat":"cs.AI","authors_text":"James L. Olds, Jeffrey L. Krichmar, Salar M. Khan, William Severa","submitted_at":"2018-12-04T02:59:44Z","abstract_excerpt":"The Artificial Intelligence (AI) revolution foretold of during the 1960s is well underway in the second decade of the 21st century. Its period of phenomenal growth likely lies ahead. Still, we believe, there are crucial lessons that biology can offer that will enable a prosperous future for AI. For machines in general, and for AI's especially, operating over extended periods or in extreme environments will require energy usage orders of magnitudes more efficient than exists today. In many operational environments, energy sources will be constrained. Any plans for AI devices operating in a chal"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1812.01184","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":""},"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":"1812.01184","created_at":"2026-05-17T23:59:13.177335+00:00"},{"alias_kind":"arxiv_version","alias_value":"1812.01184v1","created_at":"2026-05-17T23:59:13.177335+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1812.01184","created_at":"2026-05-17T23:59:13.177335+00:00"},{"alias_kind":"pith_short_12","alias_value":"KKR225VMOYRK","created_at":"2026-05-18T12:32:33.847187+00:00"},{"alias_kind":"pith_short_16","alias_value":"KKR225VMOYRKBYQY","created_at":"2026-05-18T12:32:33.847187+00:00"},{"alias_kind":"pith_short_8","alias_value":"KKR225VM","created_at":"2026-05-18T12:32:33.847187+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/KKR225VMOYRKBYQYMY4JFF4KK2","json":"https://pith.science/pith/KKR225VMOYRKBYQYMY4JFF4KK2.json","graph_json":"https://pith.science/api/pith-number/KKR225VMOYRKBYQYMY4JFF4KK2/graph.json","events_json":"https://pith.science/api/pith-number/KKR225VMOYRKBYQYMY4JFF4KK2/events.json","paper":"https://pith.science/paper/KKR225VM"},"agent_actions":{"view_html":"https://pith.science/pith/KKR225VMOYRKBYQYMY4JFF4KK2","download_json":"https://pith.science/pith/KKR225VMOYRKBYQYMY4JFF4KK2.json","view_paper":"https://pith.science/paper/KKR225VM","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1812.01184&json=true","fetch_graph":"https://pith.science/api/pith-number/KKR225VMOYRKBYQYMY4JFF4KK2/graph.json","fetch_events":"https://pith.science/api/pith-number/KKR225VMOYRKBYQYMY4JFF4KK2/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/KKR225VMOYRKBYQYMY4JFF4KK2/action/timestamp_anchor","attest_storage":"https://pith.science/pith/KKR225VMOYRKBYQYMY4JFF4KK2/action/storage_attestation","attest_author":"https://pith.science/pith/KKR225VMOYRKBYQYMY4JFF4KK2/action/author_attestation","sign_citation":"https://pith.science/pith/KKR225VMOYRKBYQYMY4JFF4KK2/action/citation_signature","submit_replication":"https://pith.science/pith/KKR225VMOYRKBYQYMY4JFF4KK2/action/replication_record"}},"created_at":"2026-05-17T23:59:13.177335+00:00","updated_at":"2026-05-17T23:59:13.177335+00:00"}