{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:CEZMBI3GPQXADLPYRVZLCPFGIZ","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":"ba9319a3dbf96e45339f68c78fd8c1bdac8462842a40fb87e68c976af905e9d1","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2025-06-02T17:53:49Z","title_canon_sha256":"8f8f6ce4aa354f59e8a488816b16775e3c3916c4717322398d96b08614f89db5"},"schema_version":"1.0","source":{"id":"2506.01936","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.01936","created_at":"2026-07-05T11:14:21Z"},{"alias_kind":"arxiv_version","alias_value":"2506.01936v1","created_at":"2026-07-05T11:14:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.01936","created_at":"2026-07-05T11:14:21Z"},{"alias_kind":"pith_short_12","alias_value":"CEZMBI3GPQXA","created_at":"2026-07-05T11:14:21Z"},{"alias_kind":"pith_short_16","alias_value":"CEZMBI3GPQXADLPY","created_at":"2026-07-05T11:14:21Z"},{"alias_kind":"pith_short_8","alias_value":"CEZMBI3G","created_at":"2026-07-05T11:14:21Z"}],"graph_snapshots":[{"event_id":"sha256:afdc9053fe752b936484d164f242f0c9f28a7c6981f50e04f4f9f2c51492daca","target":"graph","created_at":"2026-07-05T11:14:21Z","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/2506.01936/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Strategic classification addresses a learning problem where a decision-maker implements a classifier over agents who may manipulate their features in order to receive favorable predictions. In the standard model of online strategic classification, in each round, the decision-maker implements and publicly reveals a classifier, after which agents perfectly best respond based on this knowledge. However, in practice, whether to disclose the classifier is often debated -- some decision-makers believe that hiding the classifier can prevent misclassification errors caused by manipulation.\n  In this p","authors_text":"Han Shao, Kunhe Yang, Shuo Xie","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2025-06-02T17:53:49Z","title":"Should Decision-Makers Reveal Classifiers in Online Strategic Classification?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.01936","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:aa8894aeb02e49bb9fa5bc580fea497e15bead9a0e2e4565648a2c6e74606a49","target":"record","created_at":"2026-07-05T11:14:21Z","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":"ba9319a3dbf96e45339f68c78fd8c1bdac8462842a40fb87e68c976af905e9d1","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2025-06-02T17:53:49Z","title_canon_sha256":"8f8f6ce4aa354f59e8a488816b16775e3c3916c4717322398d96b08614f89db5"},"schema_version":"1.0","source":{"id":"2506.01936","kind":"arxiv","version":1}},"canonical_sha256":"1132c0a3667c2e01adf88d72b13ca6467089955579d52e2292347b73b4e1fa74","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1132c0a3667c2e01adf88d72b13ca6467089955579d52e2292347b73b4e1fa74","first_computed_at":"2026-07-05T11:14:21.660589Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:14:21.660589Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"F9iZPh6k+GJWdPpTIEvpH7vT2bp5uT0pfB+8yWAvqBkpFFQ7510De3yNDdFiC9ITOij+s8UsdkvyysiK78p2CA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:14:21.661051Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.01936","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:aa8894aeb02e49bb9fa5bc580fea497e15bead9a0e2e4565648a2c6e74606a49","sha256:afdc9053fe752b936484d164f242f0c9f28a7c6981f50e04f4f9f2c51492daca"],"state_sha256":"4b6e8d7066e6bfb8e0fe0500514ef77bfbd8cd6e0ecfb4069356fea8f0db54b2"}