{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2020:UP2NMOLVRZC3WGTOBWEGZAW4TH","short_pith_number":"pith:UP2NMOLV","canonical_record":{"source":{"id":"2007.07250","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2020-07-13T20:30:26Z","cross_cats_sorted":["cs.AI","cs.LG"],"title_canon_sha256":"795db8ad1c623ed6b8f1ec69f34db133d4eadc508968aa152bfca06678242da0","abstract_canon_sha256":"5115f24ea724b873c8786b361af4726dd2e253f3001ff7ff5b054be1f8ab44f1"},"schema_version":"1.0"},"canonical_sha256":"a3f4d639758e45bb1a6e0d886c82dc99ff0ae9bfe35f26b3bbaf3dd0a5b0e1e2","source":{"kind":"arxiv","id":"2007.07250","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2007.07250","created_at":"2026-07-05T01:19:15Z"},{"alias_kind":"arxiv_version","alias_value":"2007.07250v1","created_at":"2026-07-05T01:19:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2007.07250","created_at":"2026-07-05T01:19:15Z"},{"alias_kind":"pith_short_12","alias_value":"UP2NMOLVRZC3","created_at":"2026-07-05T01:19:15Z"},{"alias_kind":"pith_short_16","alias_value":"UP2NMOLVRZC3WGTO","created_at":"2026-07-05T01:19:15Z"},{"alias_kind":"pith_short_8","alias_value":"UP2NMOLV","created_at":"2026-07-05T01:19:15Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2020:UP2NMOLVRZC3WGTOBWEGZAW4TH","target":"record","payload":{"canonical_record":{"source":{"id":"2007.07250","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2020-07-13T20:30:26Z","cross_cats_sorted":["cs.AI","cs.LG"],"title_canon_sha256":"795db8ad1c623ed6b8f1ec69f34db133d4eadc508968aa152bfca06678242da0","abstract_canon_sha256":"5115f24ea724b873c8786b361af4726dd2e253f3001ff7ff5b054be1f8ab44f1"},"schema_version":"1.0"},"canonical_sha256":"a3f4d639758e45bb1a6e0d886c82dc99ff0ae9bfe35f26b3bbaf3dd0a5b0e1e2","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T01:19:15.427990Z","signature_b64":"jtR3iSAgAxIalvn7CKqxSZm8Q8zQxuWXTJhoNrCJBu0fv5yspPQiaNt9jvXMPc1JVeEseZTj8HlTF8YnRgQiBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a3f4d639758e45bb1a6e0d886c82dc99ff0ae9bfe35f26b3bbaf3dd0a5b0e1e2","last_reissued_at":"2026-07-05T01:19:15.427574Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T01:19:15.427574Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2007.07250","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":"2026-07-05T01:19:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"emhg1REyfuj0J6Iyf4oGnD9rFVWgDpxgphezx7ceHYdteUs/8wD7uM96NSrvTQ9JE8ctiYbR3mwvWRNnp1upCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-21T21:07:56.686181Z"},"content_sha256":"503e22a3781035d164df060be71c829426a236884409dd42fdcbf1bccdb6e6b9","schema_version":"1.0","event_id":"sha256:503e22a3781035d164df060be71c829426a236884409dd42fdcbf1bccdb6e6b9"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2020:UP2NMOLVRZC3WGTOBWEGZAW4TH","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Towards an Interface Description Template for AI-enabled Systems","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.LG"],"primary_cat":"cs.SE","authors_text":"Alejandro Salado, Niloofar Shadab","submitted_at":"2020-07-13T20:30:26Z","abstract_excerpt":"Reuse is a common system architecture approach that seeks to instantiate a system architecture with existing components. However, reusing components with AI capabilities might introduce new risks as there is currently no framework that guides the selection of necessary information to assess their portability to operate in a system different than the one for which the component was originally purposed. We know from SW-intensive systems that AI algorithms are generally fragile and behave unexpectedly to changes in context and boundary conditions. The question we address in this paper is, what ty"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2007.07250","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/2007.07250/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":"2026-07-05T01:19:15Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"3AKa/3h0LzORcRvaJcOJDCR0zdiLxW3gqZG98d2dPSV0om2P8bitCWCz5E4nXUwZtFxWyUFkUEiF0NdZz45PBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-21T21:07:56.686572Z"},"content_sha256":"f66aacae54dd7b0c6ed22f49a5e4837bde7d0c9b5760034513c03983eee10f6d","schema_version":"1.0","event_id":"sha256:f66aacae54dd7b0c6ed22f49a5e4837bde7d0c9b5760034513c03983eee10f6d"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/UP2NMOLVRZC3WGTOBWEGZAW4TH/bundle.json","state_url":"https://pith.science/pith/UP2NMOLVRZC3WGTOBWEGZAW4TH/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/UP2NMOLVRZC3WGTOBWEGZAW4TH/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":"2026-07-21T21:07:56Z","links":{"resolver":"https://pith.science/pith/UP2NMOLVRZC3WGTOBWEGZAW4TH","bundle":"https://pith.science/pith/UP2NMOLVRZC3WGTOBWEGZAW4TH/bundle.json","state":"https://pith.science/pith/UP2NMOLVRZC3WGTOBWEGZAW4TH/state.json","well_known_bundle":"https://pith.science/.well-known/pith/UP2NMOLVRZC3WGTOBWEGZAW4TH/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:UP2NMOLVRZC3WGTOBWEGZAW4TH","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":"5115f24ea724b873c8786b361af4726dd2e253f3001ff7ff5b054be1f8ab44f1","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2020-07-13T20:30:26Z","title_canon_sha256":"795db8ad1c623ed6b8f1ec69f34db133d4eadc508968aa152bfca06678242da0"},"schema_version":"1.0","source":{"id":"2007.07250","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2007.07250","created_at":"2026-07-05T01:19:15Z"},{"alias_kind":"arxiv_version","alias_value":"2007.07250v1","created_at":"2026-07-05T01:19:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2007.07250","created_at":"2026-07-05T01:19:15Z"},{"alias_kind":"pith_short_12","alias_value":"UP2NMOLVRZC3","created_at":"2026-07-05T01:19:15Z"},{"alias_kind":"pith_short_16","alias_value":"UP2NMOLVRZC3WGTO","created_at":"2026-07-05T01:19:15Z"},{"alias_kind":"pith_short_8","alias_value":"UP2NMOLV","created_at":"2026-07-05T01:19:15Z"}],"graph_snapshots":[{"event_id":"sha256:f66aacae54dd7b0c6ed22f49a5e4837bde7d0c9b5760034513c03983eee10f6d","target":"graph","created_at":"2026-07-05T01:19:15Z","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/2007.07250/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Reuse is a common system architecture approach that seeks to instantiate a system architecture with existing components. However, reusing components with AI capabilities might introduce new risks as there is currently no framework that guides the selection of necessary information to assess their portability to operate in a system different than the one for which the component was originally purposed. We know from SW-intensive systems that AI algorithms are generally fragile and behave unexpectedly to changes in context and boundary conditions. The question we address in this paper is, what ty","authors_text":"Alejandro Salado, Niloofar Shadab","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2020-07-13T20:30:26Z","title":"Towards an Interface Description Template for AI-enabled Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2007.07250","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":"sha256:503e22a3781035d164df060be71c829426a236884409dd42fdcbf1bccdb6e6b9","target":"record","created_at":"2026-07-05T01:19:15Z","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":"5115f24ea724b873c8786b361af4726dd2e253f3001ff7ff5b054be1f8ab44f1","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2020-07-13T20:30:26Z","title_canon_sha256":"795db8ad1c623ed6b8f1ec69f34db133d4eadc508968aa152bfca06678242da0"},"schema_version":"1.0","source":{"id":"2007.07250","kind":"arxiv","version":1}},"canonical_sha256":"a3f4d639758e45bb1a6e0d886c82dc99ff0ae9bfe35f26b3bbaf3dd0a5b0e1e2","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a3f4d639758e45bb1a6e0d886c82dc99ff0ae9bfe35f26b3bbaf3dd0a5b0e1e2","first_computed_at":"2026-07-05T01:19:15.427574Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T01:19:15.427574Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"jtR3iSAgAxIalvn7CKqxSZm8Q8zQxuWXTJhoNrCJBu0fv5yspPQiaNt9jvXMPc1JVeEseZTj8HlTF8YnRgQiBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T01:19:15.427990Z","signed_message":"canonical_sha256_bytes"},"source_id":"2007.07250","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:503e22a3781035d164df060be71c829426a236884409dd42fdcbf1bccdb6e6b9","sha256:f66aacae54dd7b0c6ed22f49a5e4837bde7d0c9b5760034513c03983eee10f6d"],"state_sha256":"a9f5671358b1f409525159219a5143afc0342e83b46f733f90efa7125ad52abd"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wpSNv3fCRIpRObLUdYhXrizemBIVY/7OC+3c40ydbJq5oBn5CLBRd8OrHhZZ3bYVs3JoQg+TKBi9JLu0tX8jDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-21T21:07:56.688976Z","bundle_sha256":"846a5ca26e567cb703f906deb43a700e66bc201c6c9baba8426111e566181956"}}