{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:LTLRO5OA3DXRDTAPHYOLA4WMCA","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":"5cc5d0c3c596ccbc4345626c6bebb8e18e80f7256b1ef93c1fc2a268119b0376","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-06-01T08:55:10Z","title_canon_sha256":"bbe633a4611c8b4643ea2492d20a886937151a8f21c87e5bc0601aab4d5d051e"},"schema_version":"1.0","source":{"id":"2506.00911","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.00911","created_at":"2026-07-05T11:13:42Z"},{"alias_kind":"arxiv_version","alias_value":"2506.00911v1","created_at":"2026-07-05T11:13:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.00911","created_at":"2026-07-05T11:13:42Z"},{"alias_kind":"pith_short_12","alias_value":"LTLRO5OA3DXR","created_at":"2026-07-05T11:13:42Z"},{"alias_kind":"pith_short_16","alias_value":"LTLRO5OA3DXRDTAP","created_at":"2026-07-05T11:13:42Z"},{"alias_kind":"pith_short_8","alias_value":"LTLRO5OA","created_at":"2026-07-05T11:13:42Z"}],"graph_snapshots":[{"event_id":"sha256:792ef9c9582d802582adb84dee715a8a8bf0140cf75be4c0210dd386c06b355b","target":"graph","created_at":"2026-07-05T11:13:42Z","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/2506.00911/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Modern language model deployments must often balance competing objectives, for example, helpfulness versus harmlessness, cost versus accuracy, and reward versus safety. We introduce Conformal Arbitrage, a post hoc framework that learns a data driven threshold to mediate between a Primary model optimized for a primary objective and a more conservative Guardian which could be another model or a human domain expert aligned with a guardrail objective. The threshold is calibrated with conformal risk control, yielding finite sample, distribution free guarantees that the long run frequency of undesir","authors_text":"Mohsen Bayati, William Overman","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-06-01T08:55:10Z","title":"Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.00911","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":"sha256:611463c2a121a479cc6dc10acdfde4493d0c637778196c135cab95d08869a39b","target":"record","created_at":"2026-07-05T11:13:42Z","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":"5cc5d0c3c596ccbc4345626c6bebb8e18e80f7256b1ef93c1fc2a268119b0376","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-06-01T08:55:10Z","title_canon_sha256":"bbe633a4611c8b4643ea2492d20a886937151a8f21c87e5bc0601aab4d5d051e"},"schema_version":"1.0","source":{"id":"2506.00911","kind":"arxiv","version":1}},"canonical_sha256":"5cd71775c0d8ef11cc0f3e1cb072cc1005e15498310c1a2da4a044dd3d1b31e7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5cd71775c0d8ef11cc0f3e1cb072cc1005e15498310c1a2da4a044dd3d1b31e7","first_computed_at":"2026-07-05T11:13:42.679896Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:13:42.679896Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"GHoRRRnujx1moUqkhIKqYX1DoW1obsluKYPZpyvrvJs5qtmc7R09WaX09AkmomdgLytXTLSVJxh8SKSY5Dq2Bw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:13:42.680385Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.00911","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:611463c2a121a479cc6dc10acdfde4493d0c637778196c135cab95d08869a39b","sha256:792ef9c9582d802582adb84dee715a8a8bf0140cf75be4c0210dd386c06b355b"],"state_sha256":"1dc4f5bf5aacdc885e37a566192e43185be4961d174711995c5ccdc912d45c15"}