{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:CJC3A4WAA7S5IK6M57NPT3GD6Z","short_pith_number":"pith:CJC3A4WA","canonical_record":{"source":{"id":"2311.09589","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"q-bio.NC","submitted_at":"2023-11-16T06:00:58Z","cross_cats_sorted":[],"title_canon_sha256":"537aa26c058dcf39dd4b281fd970acb9098f7ed6ad270583689ecdc1ede8e412","abstract_canon_sha256":"eff83957fd5f7e20e1ad7d8f8734db146ff45f236f35a15cfdc9ae789d7eb1d7"},"schema_version":"1.0"},"canonical_sha256":"1245b072c007e5d42bccefdaf9ecc3f6415fa1a934722055d0f4bd7956d32fb6","source":{"kind":"arxiv","id":"2311.09589","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.09589","created_at":"2026-07-05T07:40:59Z"},{"alias_kind":"arxiv_version","alias_value":"2311.09589v2","created_at":"2026-07-05T07:40:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.09589","created_at":"2026-07-05T07:40:59Z"},{"alias_kind":"pith_short_12","alias_value":"CJC3A4WAA7S5","created_at":"2026-07-05T07:40:59Z"},{"alias_kind":"pith_short_16","alias_value":"CJC3A4WAA7S5IK6M","created_at":"2026-07-05T07:40:59Z"},{"alias_kind":"pith_short_8","alias_value":"CJC3A4WA","created_at":"2026-07-05T07:40:59Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:CJC3A4WAA7S5IK6M57NPT3GD6Z","target":"record","payload":{"canonical_record":{"source":{"id":"2311.09589","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"q-bio.NC","submitted_at":"2023-11-16T06:00:58Z","cross_cats_sorted":[],"title_canon_sha256":"537aa26c058dcf39dd4b281fd970acb9098f7ed6ad270583689ecdc1ede8e412","abstract_canon_sha256":"eff83957fd5f7e20e1ad7d8f8734db146ff45f236f35a15cfdc9ae789d7eb1d7"},"schema_version":"1.0"},"canonical_sha256":"1245b072c007e5d42bccefdaf9ecc3f6415fa1a934722055d0f4bd7956d32fb6","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:40:59.757731Z","signature_b64":"q0vpcQO87h+u7TO9pzkxthLjXG9pKDesMD7kpSQdMmsx59TYJFJCw/YABVcPqJCZeBNBotLTii+WCG7smeubAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1245b072c007e5d42bccefdaf9ecc3f6415fa1a934722055d0f4bd7956d32fb6","last_reissued_at":"2026-07-05T07:40:59.757253Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:40:59.757253Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2311.09589","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":"2026-07-05T07:40:59Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"l8EVC2FYLwan8cBKk81IISWuIbRNiPmkJl+BLr9ls++h7MBZQfr57NrgxQ/XYdSqmsEqdwqyxbMKv9gljnZyCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T11:47:47.360747Z"},"content_sha256":"e158960318806c5873f6106e5c88806c96ab0f834fe4048739b1e7a70c98dce1","schema_version":"1.0","event_id":"sha256:e158960318806c5873f6106e5c88806c96ab0f834fe4048739b1e7a70c98dce1"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:CJC3A4WAA7S5IK6M57NPT3GD6Z","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Mortal Computation: A Foundation for Biomimetic Intelligence","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"q-bio.NC","authors_text":"Alexander Ororbia, Karl Friston","submitted_at":"2023-11-16T06:00:58Z","abstract_excerpt":"This review motivates and synthesizes research efforts in neuroscience-inspired artificial intelligence and biomimetic computing in terms of mortal computation. Specifically, we characterize the notion of mortality by recasting ideas in biophysics, cybernetics, and cognitive science in terms of a theoretical foundation for sentient behavior. We frame the mortal computation thesis through the Markov blanket formalism and the circular causality entailed by inference, learning, and selection. The ensuing framework -- underwritten by the free energy principle -- could prove useful for guiding the "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.09589","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/2311.09589/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":"2026-07-05T07:40:59Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"jw6M/3o3gXQx4t4KNKZyoe3cGGYcfoWEZqedo3HyJmlGEjdCBkAWkhOTVKCBQ0jXaJb5dgaEI9H/lbzsqqp4Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T11:47:47.361276Z"},"content_sha256":"be539d58956c0c923420a3ecc4dd02f8b041fb2ee13fec216daa97226f5cb45e","schema_version":"1.0","event_id":"sha256:be539d58956c0c923420a3ecc4dd02f8b041fb2ee13fec216daa97226f5cb45e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/CJC3A4WAA7S5IK6M57NPT3GD6Z/bundle.json","state_url":"https://pith.science/pith/CJC3A4WAA7S5IK6M57NPT3GD6Z/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/CJC3A4WAA7S5IK6M57NPT3GD6Z/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":"2026-08-08T11:47:47Z","links":{"resolver":"https://pith.science/pith/CJC3A4WAA7S5IK6M57NPT3GD6Z","bundle":"https://pith.science/pith/CJC3A4WAA7S5IK6M57NPT3GD6Z/bundle.json","state":"https://pith.science/pith/CJC3A4WAA7S5IK6M57NPT3GD6Z/state.json","well_known_bundle":"https://pith.science/.well-known/pith/CJC3A4WAA7S5IK6M57NPT3GD6Z/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:CJC3A4WAA7S5IK6M57NPT3GD6Z","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":"eff83957fd5f7e20e1ad7d8f8734db146ff45f236f35a15cfdc9ae789d7eb1d7","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"q-bio.NC","submitted_at":"2023-11-16T06:00:58Z","title_canon_sha256":"537aa26c058dcf39dd4b281fd970acb9098f7ed6ad270583689ecdc1ede8e412"},"schema_version":"1.0","source":{"id":"2311.09589","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.09589","created_at":"2026-07-05T07:40:59Z"},{"alias_kind":"arxiv_version","alias_value":"2311.09589v2","created_at":"2026-07-05T07:40:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.09589","created_at":"2026-07-05T07:40:59Z"},{"alias_kind":"pith_short_12","alias_value":"CJC3A4WAA7S5","created_at":"2026-07-05T07:40:59Z"},{"alias_kind":"pith_short_16","alias_value":"CJC3A4WAA7S5IK6M","created_at":"2026-07-05T07:40:59Z"},{"alias_kind":"pith_short_8","alias_value":"CJC3A4WA","created_at":"2026-07-05T07:40:59Z"}],"graph_snapshots":[{"event_id":"sha256:be539d58956c0c923420a3ecc4dd02f8b041fb2ee13fec216daa97226f5cb45e","target":"graph","created_at":"2026-07-05T07:40:59Z","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/2311.09589/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This review motivates and synthesizes research efforts in neuroscience-inspired artificial intelligence and biomimetic computing in terms of mortal computation. Specifically, we characterize the notion of mortality by recasting ideas in biophysics, cybernetics, and cognitive science in terms of a theoretical foundation for sentient behavior. We frame the mortal computation thesis through the Markov blanket formalism and the circular causality entailed by inference, learning, and selection. The ensuing framework -- underwritten by the free energy principle -- could prove useful for guiding the ","authors_text":"Alexander Ororbia, Karl Friston","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"q-bio.NC","submitted_at":"2023-11-16T06:00:58Z","title":"Mortal Computation: A Foundation for Biomimetic Intelligence"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.09589","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:e158960318806c5873f6106e5c88806c96ab0f834fe4048739b1e7a70c98dce1","target":"record","created_at":"2026-07-05T07:40:59Z","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":"eff83957fd5f7e20e1ad7d8f8734db146ff45f236f35a15cfdc9ae789d7eb1d7","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"q-bio.NC","submitted_at":"2023-11-16T06:00:58Z","title_canon_sha256":"537aa26c058dcf39dd4b281fd970acb9098f7ed6ad270583689ecdc1ede8e412"},"schema_version":"1.0","source":{"id":"2311.09589","kind":"arxiv","version":2}},"canonical_sha256":"1245b072c007e5d42bccefdaf9ecc3f6415fa1a934722055d0f4bd7956d32fb6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1245b072c007e5d42bccefdaf9ecc3f6415fa1a934722055d0f4bd7956d32fb6","first_computed_at":"2026-07-05T07:40:59.757253Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:40:59.757253Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"q0vpcQO87h+u7TO9pzkxthLjXG9pKDesMD7kpSQdMmsx59TYJFJCw/YABVcPqJCZeBNBotLTii+WCG7smeubAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T07:40:59.757731Z","signed_message":"canonical_sha256_bytes"},"source_id":"2311.09589","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e158960318806c5873f6106e5c88806c96ab0f834fe4048739b1e7a70c98dce1","sha256:be539d58956c0c923420a3ecc4dd02f8b041fb2ee13fec216daa97226f5cb45e"],"state_sha256":"ae24c9497f353cdb24d0cb54fb0c15807fcafb4e95dce3907a27ac321be9c9b4"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KBYwOI9hqfkYgCoKWvPqmBPUmdE3Jso7UWzBNedQCpJ83eg5NZ0E+JUJZkqMmHQIwFo75l6fYxil+F5cFtypDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T11:47:47.366424Z","bundle_sha256":"173a2113a56d7badb3c8f8ea84985d7288113c3f56f1598a9fe37a9e793c13b8"}}