{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:OSOFQ464R6Y2ZVYF6BBL4JLWWU","short_pith_number":"pith:OSOFQ464","canonical_record":{"source":{"id":"2506.09107","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2025-06-10T17:02:43Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"f3594f5986e6e085c009d29fd6ded10ad4d873afce40e20a8679e05d768405f8","abstract_canon_sha256":"80cbfdc1af01d5cae8b727d5e596939347e0fcb6404f90b8643bac80c35c3f1f"},"schema_version":"1.0"},"canonical_sha256":"749c5873dc8fb1acd705f042be2576b521f64c0233bb7e09e1e9aa1eab37b4e6","source":{"kind":"arxiv","id":"2506.09107","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.09107","created_at":"2026-07-05T11:19:31Z"},{"alias_kind":"arxiv_version","alias_value":"2506.09107v1","created_at":"2026-07-05T11:19:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.09107","created_at":"2026-07-05T11:19:31Z"},{"alias_kind":"pith_short_12","alias_value":"OSOFQ464R6Y2","created_at":"2026-07-05T11:19:31Z"},{"alias_kind":"pith_short_16","alias_value":"OSOFQ464R6Y2ZVYF","created_at":"2026-07-05T11:19:31Z"},{"alias_kind":"pith_short_8","alias_value":"OSOFQ464","created_at":"2026-07-05T11:19:31Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:OSOFQ464R6Y2ZVYF6BBL4JLWWU","target":"record","payload":{"canonical_record":{"source":{"id":"2506.09107","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2025-06-10T17:02:43Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"f3594f5986e6e085c009d29fd6ded10ad4d873afce40e20a8679e05d768405f8","abstract_canon_sha256":"80cbfdc1af01d5cae8b727d5e596939347e0fcb6404f90b8643bac80c35c3f1f"},"schema_version":"1.0"},"canonical_sha256":"749c5873dc8fb1acd705f042be2576b521f64c0233bb7e09e1e9aa1eab37b4e6","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:19:31.619618Z","signature_b64":"7g0vCDcrZ3xn7msTcj1D78296kFmDEZ4IU6/6pSqazKi6ScJzniG4DpBv8qJtz+zr178noj+Ra1cycvmxVsnBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"749c5873dc8fb1acd705f042be2576b521f64c0233bb7e09e1e9aa1eab37b4e6","last_reissued_at":"2026-07-05T11:19:31.619129Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:19:31.619129Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.09107","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":"2026-07-05T11:19:31Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"o4yG3PDQMDyjp1z+IErmgTOaIXwoxAlO+hEBRl5lBfFuYw7E7DZXRxyUeMNxSg8oA/eUlkU71XJVZcARW9ufDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T01:34:16.262193Z"},"content_sha256":"eadf4a82104647f690ada2614cbc2f30f5e6d8ecaa383b0d01f5766ef4ec3726","schema_version":"1.0","event_id":"sha256:eadf4a82104647f690ada2614cbc2f30f5e6d8ecaa383b0d01f5766ef4ec3726"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:OSOFQ464R6Y2ZVYF6BBL4JLWWU","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CY","authors_text":"Athena Vakali, Ilias Dimitriadis","submitted_at":"2025-06-10T17:02:43Z","abstract_excerpt":"AI models have become active decision makers, often acting without human supervision. The rapid advancement of AI technology has already caused harmful incidents that have hurt individuals and societies and AI unfairness in heavily criticized. It is urgent to disrupt AI pipelines which largely neglect human principles and focus on computational biases exploration at the data (pre), model(in), and deployment (post) processing stages. We claim that by exploiting the advances of agents technology, we will introduce cautious, prompt, and ongoing fairness watch schemes, under realistic, systematic,"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.09107","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/2506.09107/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":"2026-07-05T11:19:31Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"givE+A10JoYmAtTw38jlUqvq6hX3UDt/yVk1yPbeZIykWpqyrtMfvb2z2rnuU8RIs7vT5tM92ohD5NAFHwZgAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T01:34:16.262703Z"},"content_sha256":"7a0e05f87098096aa5df7b304ad54e13edebb5c3778df45d8f818922c5f0b431","schema_version":"1.0","event_id":"sha256:7a0e05f87098096aa5df7b304ad54e13edebb5c3778df45d8f818922c5f0b431"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/OSOFQ464R6Y2ZVYF6BBL4JLWWU/bundle.json","state_url":"https://pith.science/pith/OSOFQ464R6Y2ZVYF6BBL4JLWWU/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/OSOFQ464R6Y2ZVYF6BBL4JLWWU/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":"2026-08-08T01:34:16Z","links":{"resolver":"https://pith.science/pith/OSOFQ464R6Y2ZVYF6BBL4JLWWU","bundle":"https://pith.science/pith/OSOFQ464R6Y2ZVYF6BBL4JLWWU/bundle.json","state":"https://pith.science/pith/OSOFQ464R6Y2ZVYF6BBL4JLWWU/state.json","well_known_bundle":"https://pith.science/.well-known/pith/OSOFQ464R6Y2ZVYF6BBL4JLWWU/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:OSOFQ464R6Y2ZVYF6BBL4JLWWU","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":"80cbfdc1af01d5cae8b727d5e596939347e0fcb6404f90b8643bac80c35c3f1f","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2025-06-10T17:02:43Z","title_canon_sha256":"f3594f5986e6e085c009d29fd6ded10ad4d873afce40e20a8679e05d768405f8"},"schema_version":"1.0","source":{"id":"2506.09107","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.09107","created_at":"2026-07-05T11:19:31Z"},{"alias_kind":"arxiv_version","alias_value":"2506.09107v1","created_at":"2026-07-05T11:19:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.09107","created_at":"2026-07-05T11:19:31Z"},{"alias_kind":"pith_short_12","alias_value":"OSOFQ464R6Y2","created_at":"2026-07-05T11:19:31Z"},{"alias_kind":"pith_short_16","alias_value":"OSOFQ464R6Y2ZVYF","created_at":"2026-07-05T11:19:31Z"},{"alias_kind":"pith_short_8","alias_value":"OSOFQ464","created_at":"2026-07-05T11:19:31Z"}],"graph_snapshots":[{"event_id":"sha256:7a0e05f87098096aa5df7b304ad54e13edebb5c3778df45d8f818922c5f0b431","target":"graph","created_at":"2026-07-05T11:19:31Z","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/2506.09107/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"AI models have become active decision makers, often acting without human supervision. The rapid advancement of AI technology has already caused harmful incidents that have hurt individuals and societies and AI unfairness in heavily criticized. It is urgent to disrupt AI pipelines which largely neglect human principles and focus on computational biases exploration at the data (pre), model(in), and deployment (post) processing stages. We claim that by exploiting the advances of agents technology, we will introduce cautious, prompt, and ongoing fairness watch schemes, under realistic, systematic,","authors_text":"Athena Vakali, Ilias Dimitriadis","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2025-06-10T17:02:43Z","title":"FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.09107","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:eadf4a82104647f690ada2614cbc2f30f5e6d8ecaa383b0d01f5766ef4ec3726","target":"record","created_at":"2026-07-05T11:19:31Z","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":"80cbfdc1af01d5cae8b727d5e596939347e0fcb6404f90b8643bac80c35c3f1f","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2025-06-10T17:02:43Z","title_canon_sha256":"f3594f5986e6e085c009d29fd6ded10ad4d873afce40e20a8679e05d768405f8"},"schema_version":"1.0","source":{"id":"2506.09107","kind":"arxiv","version":1}},"canonical_sha256":"749c5873dc8fb1acd705f042be2576b521f64c0233bb7e09e1e9aa1eab37b4e6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"749c5873dc8fb1acd705f042be2576b521f64c0233bb7e09e1e9aa1eab37b4e6","first_computed_at":"2026-07-05T11:19:31.619129Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:19:31.619129Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"7g0vCDcrZ3xn7msTcj1D78296kFmDEZ4IU6/6pSqazKi6ScJzniG4DpBv8qJtz+zr178noj+Ra1cycvmxVsnBw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:19:31.619618Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.09107","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:eadf4a82104647f690ada2614cbc2f30f5e6d8ecaa383b0d01f5766ef4ec3726","sha256:7a0e05f87098096aa5df7b304ad54e13edebb5c3778df45d8f818922c5f0b431"],"state_sha256":"f64be16b1cad55adeacb93b81a58361d37370ceb831d262d002a371bba3f873b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ArytKrvxLxkmgv4IpT7RpwV7+SBcJm+n7kLv6u6olnLpIGzjCbkTZY9tB5iGPaCE7WSOJPf9LUuj9e1erM5CAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T01:34:16.267450Z","bundle_sha256":"11088ee478eac3535f0516c474c66d578e09be043f7c53c6e025a4a099cc311a"}}