{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:IH5Q6ROCP5LLXUMKPQWXVSHUGF","short_pith_number":"pith:IH5Q6ROC","schema_version":"1.0","canonical_sha256":"41fb0f45c27f56bbd18a7c2d7ac8f4317e1ad70425635ad9d61883e8993a275e","source":{"kind":"arxiv","id":"2607.11977","version":1},"attestation_state":"computed","paper":{"title":"Optimization Is Not All You Need","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CL"],"primary_cat":"cs.AI","authors_text":"Minh Hua, Rita Raley","submitted_at":"2026-07-13T05:32:29Z","abstract_excerpt":"In 2019, OpenAI released two million GPT-2 outputs-ungrammatical, half broken-to aid the detection of machine-generated text. The alignment that produced their more fluent successors is usually regarded as an engineering achievement; we read it instead as the newest expression of optimization culture: the conviction, older than the technology, that measurable improvement along predefined axes exhausts the question of value. Tracing that conviction through the stack-pretraining, decoding, preference tuning, benchmarking, interface-and back through its genealogy in the audit society, we arrive a"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2607.11977","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-07-13T05:32:29Z","cross_cats_sorted":["cs.CL"],"title_canon_sha256":"d0b41eb4ffd75f268941cfe1775558def2ae11856cdce5c78108f46468b45240","abstract_canon_sha256":"7be35d1c1713ac9717924759eb418d5c905d93a2b7ca93440d09bead9b312a52"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-15T00:21:25.713198Z","signature_b64":"kqWNFrwaLH3wmbc5u9xBoHKSQxZHBEUun8IAmF+w7JKQmWeJpvKAibMXmTY3FzT1PYvNaBn9frX6qiHn4F/BBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"41fb0f45c27f56bbd18a7c2d7ac8f4317e1ad70425635ad9d61883e8993a275e","last_reissued_at":"2026-07-15T00:21:25.712424Z","signature_status":"signed_v1","first_computed_at":"2026-07-15T00:21:25.712424Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Optimization Is Not All You Need","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CL"],"primary_cat":"cs.AI","authors_text":"Minh Hua, Rita Raley","submitted_at":"2026-07-13T05:32:29Z","abstract_excerpt":"In 2019, OpenAI released two million GPT-2 outputs-ungrammatical, half broken-to aid the detection of machine-generated text. The alignment that produced their more fluent successors is usually regarded as an engineering achievement; we read it instead as the newest expression of optimization culture: the conviction, older than the technology, that measurable improvement along predefined axes exhausts the question of value. Tracing that conviction through the stack-pretraining, decoding, preference tuning, benchmarking, interface-and back through its genealogy in the audit society, we arrive a"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.11977","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/2607.11977/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2607.11977","created_at":"2026-07-15T00:21:25.712841+00:00"},{"alias_kind":"arxiv_version","alias_value":"2607.11977v1","created_at":"2026-07-15T00:21:25.712841+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.11977","created_at":"2026-07-15T00:21:25.712841+00:00"},{"alias_kind":"pith_short_12","alias_value":"IH5Q6ROCP5LL","created_at":"2026-07-15T00:21:25.712841+00:00"},{"alias_kind":"pith_short_16","alias_value":"IH5Q6ROCP5LLXUMK","created_at":"2026-07-15T00:21:25.712841+00:00"},{"alias_kind":"pith_short_8","alias_value":"IH5Q6ROC","created_at":"2026-07-15T00:21:25.712841+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/IH5Q6ROCP5LLXUMKPQWXVSHUGF","json":"https://pith.science/pith/IH5Q6ROCP5LLXUMKPQWXVSHUGF.json","graph_json":"https://pith.science/api/pith-number/IH5Q6ROCP5LLXUMKPQWXVSHUGF/graph.json","events_json":"https://pith.science/api/pith-number/IH5Q6ROCP5LLXUMKPQWXVSHUGF/events.json","paper":"https://pith.science/paper/IH5Q6ROC"},"agent_actions":{"view_html":"https://pith.science/pith/IH5Q6ROCP5LLXUMKPQWXVSHUGF","download_json":"https://pith.science/pith/IH5Q6ROCP5LLXUMKPQWXVSHUGF.json","view_paper":"https://pith.science/paper/IH5Q6ROC","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2607.11977&json=true","fetch_graph":"https://pith.science/api/pith-number/IH5Q6ROCP5LLXUMKPQWXVSHUGF/graph.json","fetch_events":"https://pith.science/api/pith-number/IH5Q6ROCP5LLXUMKPQWXVSHUGF/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/IH5Q6ROCP5LLXUMKPQWXVSHUGF/action/timestamp_anchor","attest_storage":"https://pith.science/pith/IH5Q6ROCP5LLXUMKPQWXVSHUGF/action/storage_attestation","attest_author":"https://pith.science/pith/IH5Q6ROCP5LLXUMKPQWXVSHUGF/action/author_attestation","sign_citation":"https://pith.science/pith/IH5Q6ROCP5LLXUMKPQWXVSHUGF/action/citation_signature","submit_replication":"https://pith.science/pith/IH5Q6ROCP5LLXUMKPQWXVSHUGF/action/replication_record"}},"created_at":"2026-07-15T00:21:25.712841+00:00","updated_at":"2026-07-15T00:21:25.712841+00:00"}