{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:HY7DJSPJ66GZB2GM5LDQBBR7WV","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":"d42155574aefadc21d71d086acf68b9e18aad3af1475ac5b4e253d82d97482c2","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2026-04-24T17:42:31Z","title_canon_sha256":"d2e1b532a60550dc2a0c22a58e5f02adbc98279fa1b491b527a9f98843d22104"},"schema_version":"1.0","source":{"id":"2606.00033","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.00033","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"arxiv_version","alias_value":"2606.00033v1","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.00033","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"pith_short_12","alias_value":"HY7DJSPJ66GZ","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"pith_short_16","alias_value":"HY7DJSPJ66GZB2GM","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"pith_short_8","alias_value":"HY7DJSPJ","created_at":"2026-06-02T00:03:12Z"}],"graph_snapshots":[{"event_id":"sha256:862686e9c6ea64e9d32c9ad096af44cae670ad97ee68677cd9960f66288f31cb","target":"graph","created_at":"2026-06-02T00:03:12Z","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/2606.00033/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"While mechanistic interpretability (MI) has produced important insights into neural network internals, the field has yet to establish a standardized system to audit experiments. As such, many of its findings remain underutilized in safety-critical applications such as medical AI and autonomous systems, as stakeholders cannot certify their validity. Recent work demonstrates this concretely: two papers found conflicting conclusions for the same behavior, and a third study revealed that both were partially correct but incomparable due to methodological inconsistencies. Without standardized auditi","authors_text":"Amirali Abdullah, Austin Meek, Chaithanya Bandi, Fazl Barez, Michael Lan, Narmeen Fatimah Oozeer, Philip Quirke","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2026-04-24T17:42:31Z","title":"Make Mechanistic Interpretability Auditable: A Call to Develop Guidelines via Continuous Collaborative Reviewing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.00033","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":"sha256:7af33cc9729453b4137c9ca6756f582ba98a32d347a494f2036bd27d56f163b0","target":"record","created_at":"2026-06-02T00:03:12Z","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":"d42155574aefadc21d71d086acf68b9e18aad3af1475ac5b4e253d82d97482c2","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2026-04-24T17:42:31Z","title_canon_sha256":"d2e1b532a60550dc2a0c22a58e5f02adbc98279fa1b491b527a9f98843d22104"},"schema_version":"1.0","source":{"id":"2606.00033","kind":"arxiv","version":1}},"canonical_sha256":"3e3e34c9e9f78d90e8cceac700863fb562b7f6554d44ce7f727b6a4512c7b07d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3e3e34c9e9f78d90e8cceac700863fb562b7f6554d44ce7f727b6a4512c7b07d","first_computed_at":"2026-06-02T00:03:12.911213Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-02T00:03:12.911213Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Z86XX+f45zrojQjueRS75cfBJ7Erd1MTHhYqAPTKAd4D3Pxit7OpIMbBtdF1huv4meSPgPrcYFPPmQSg+AcQDw==","signature_status":"signed_v1","signed_at":"2026-06-02T00:03:12.911644Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.00033","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7af33cc9729453b4137c9ca6756f582ba98a32d347a494f2036bd27d56f163b0","sha256:862686e9c6ea64e9d32c9ad096af44cae670ad97ee68677cd9960f66288f31cb"],"state_sha256":"518f7dee6d68672700738406a87643212a77130f871e9ea3873a1d6a7716a235"}