{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:ZY2RW5ZIAKHLNJNSR45WMYVATH","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":"76543b442328e158440f95ee0c8ae3061bea7302921f397d022bde8d735f0d89","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-08-07T17:13:02Z","title_canon_sha256":"3640ad5575bfa3f542e78b04ff432346cd49a1db9c3d8395e24c9de51e12970f"},"schema_version":"1.0","source":{"id":"2608.07425","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.07425","created_at":"2026-08-10T01:15:21Z"},{"alias_kind":"arxiv_version","alias_value":"2608.07425v1","created_at":"2026-08-10T01:15:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.07425","created_at":"2026-08-10T01:15:21Z"},{"alias_kind":"pith_short_12","alias_value":"ZY2RW5ZIAKHL","created_at":"2026-08-10T01:15:21Z"},{"alias_kind":"pith_short_16","alias_value":"ZY2RW5ZIAKHLNJNS","created_at":"2026-08-10T01:15:21Z"},{"alias_kind":"pith_short_8","alias_value":"ZY2RW5ZI","created_at":"2026-08-10T01:15:21Z"}],"graph_snapshots":[{"event_id":"sha256:5ab7a5f48ee36c2b54ac3bbef87ee254c8ba68519080ee15e75f68149b3a00d6","target":"graph","created_at":"2026-08-10T01:15:21Z","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/2608.07425/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Area chairs (ACs) play a critical role in the peer-review process, managing conflicts and ensuring fair outcomes. Although AI tools have been proposed to support ACs, little is known about the challenges they face and their perceptions of these technologies. In this paper, we conduct interviews including a design probe with 27 ACs in AI to explore their challenges, strategies, and perspectives on potential AI tools. Through thematic analysis, we identify key tensions arising from the growing volume of submissions, uneven reviewer expertise, and the complex task of managing the relationship bet","authors_text":"Andrei Mircea, Andrew McCallum, Emily Kuang, Ines Arous, Jackie Chi Kit Cheung, Neha Nayak Kennard","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-08-07T17:13:02Z","title":"Hands-Off or Hands-On? Variation in Area Chair Practices and Implications for AI Support"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.07425","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":"sha256:8d22babcd1615053b4629bf1ddbeacb78ef26316aea5cc5d4944b4d41c2ca33b","target":"record","created_at":"2026-08-10T01:15:21Z","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":"76543b442328e158440f95ee0c8ae3061bea7302921f397d022bde8d735f0d89","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2026-08-07T17:13:02Z","title_canon_sha256":"3640ad5575bfa3f542e78b04ff432346cd49a1db9c3d8395e24c9de51e12970f"},"schema_version":"1.0","source":{"id":"2608.07425","kind":"arxiv","version":1}},"canonical_sha256":"ce351b7728028eb6a5b28f3b6662a099fba4032d82e92245435f5a0b67f7e089","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ce351b7728028eb6a5b28f3b6662a099fba4032d82e92245435f5a0b67f7e089","first_computed_at":"2026-08-10T01:15:21.730049Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-10T01:15:21.730049Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"sRxT/2A8OD4/er7Lk+2mb9xh9z2mGnQjnPSNf8ZVzlngXpOzuaMIt1jDV8dM/8z2FFMQ/hBiCmK/Kpudzb/WAQ==","signature_status":"signed_v1","signed_at":"2026-08-10T01:15:21.732571Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.07425","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8d22babcd1615053b4629bf1ddbeacb78ef26316aea5cc5d4944b4d41c2ca33b","sha256:5ab7a5f48ee36c2b54ac3bbef87ee254c8ba68519080ee15e75f68149b3a00d6"],"state_sha256":"01aa1fe984b911946d6e1f9b257e471f0f5bb4d25e2249d54ac6be5509bb9348"}