{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:FIGU6JOF7OMGQFX3GSVOLC3GUK","short_pith_number":"pith:FIGU6JOF","schema_version":"1.0","canonical_sha256":"2a0d4f25c5fb986816fb34aae58b66a2b39021d55026c8273de4351498289fea","source":{"kind":"arxiv","id":"2411.11853","version":3},"attestation_state":"computed","paper":{"title":"Chat Bankman-Fried: an Exploration of LLM Alignment in Finance","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI","cs.CL","q-fin.GN"],"primary_cat":"cs.CY","authors_text":"Aldo Glielmo, Andrea Coletta, Carolina Camassa, Claudia Biancotti, Oliver Giudice","submitted_at":"2024-11-01T08:56:17Z","abstract_excerpt":"Advancements in large language models (LLMs) have renewed concerns about AI alignment - the consistency between human and AI goals and values. As various jurisdictions enact legislation on AI safety, the concept of alignment must be defined and measured across different domains. This paper proposes an experimental framework to assess whether LLMs adhere to ethical and legal standards in the relatively unexplored context of finance. We prompt twelve LLMs to impersonate the CEO of a financial institution and test their willingness to misuse customer assets to repay outstanding corporate debt. Be"},"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":"2411.11853","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CY","submitted_at":"2024-11-01T08:56:17Z","cross_cats_sorted":["cs.AI","cs.CL","q-fin.GN"],"title_canon_sha256":"9cd924660185defd2dc4743ff6d9d441375ba06d822400884bec73a8a90d69a7","abstract_canon_sha256":"5b7017c8cb56f86be644ace363aef65747555d6a51c39dd450c219ab801c1ab6"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:19:31.263502Z","signature_b64":"VyQrL90ea52/mYBXuK4squWqPQWYNiRzoG3UDwDZ03OcFwBOvGdp8m93pq72cCfUP/EpijDB44jyDE5D/NGPCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2a0d4f25c5fb986816fb34aae58b66a2b39021d55026c8273de4351498289fea","last_reissued_at":"2026-07-05T10:19:31.263008Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:19:31.263008Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Chat Bankman-Fried: an Exploration of LLM Alignment in Finance","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI","cs.CL","q-fin.GN"],"primary_cat":"cs.CY","authors_text":"Aldo Glielmo, Andrea Coletta, Carolina Camassa, Claudia Biancotti, Oliver Giudice","submitted_at":"2024-11-01T08:56:17Z","abstract_excerpt":"Advancements in large language models (LLMs) have renewed concerns about AI alignment - the consistency between human and AI goals and values. As various jurisdictions enact legislation on AI safety, the concept of alignment must be defined and measured across different domains. This paper proposes an experimental framework to assess whether LLMs adhere to ethical and legal standards in the relatively unexplored context of finance. We prompt twelve LLMs to impersonate the CEO of a financial institution and test their willingness to misuse customer assets to repay outstanding corporate debt. Be"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.11853","kind":"arxiv","version":3},"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/2411.11853/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":"2411.11853","created_at":"2026-07-05T10:19:31.263065+00:00"},{"alias_kind":"arxiv_version","alias_value":"2411.11853v3","created_at":"2026-07-05T10:19:31.263065+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.11853","created_at":"2026-07-05T10:19:31.263065+00:00"},{"alias_kind":"pith_short_12","alias_value":"FIGU6JOF7OMG","created_at":"2026-07-05T10:19:31.263065+00:00"},{"alias_kind":"pith_short_16","alias_value":"FIGU6JOF7OMGQFX3","created_at":"2026-07-05T10:19:31.263065+00:00"},{"alias_kind":"pith_short_8","alias_value":"FIGU6JOF","created_at":"2026-07-05T10:19:31.263065+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/FIGU6JOF7OMGQFX3GSVOLC3GUK","json":"https://pith.science/pith/FIGU6JOF7OMGQFX3GSVOLC3GUK.json","graph_json":"https://pith.science/api/pith-number/FIGU6JOF7OMGQFX3GSVOLC3GUK/graph.json","events_json":"https://pith.science/api/pith-number/FIGU6JOF7OMGQFX3GSVOLC3GUK/events.json","paper":"https://pith.science/paper/FIGU6JOF"},"agent_actions":{"view_html":"https://pith.science/pith/FIGU6JOF7OMGQFX3GSVOLC3GUK","download_json":"https://pith.science/pith/FIGU6JOF7OMGQFX3GSVOLC3GUK.json","view_paper":"https://pith.science/paper/FIGU6JOF","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2411.11853&json=true","fetch_graph":"https://pith.science/api/pith-number/FIGU6JOF7OMGQFX3GSVOLC3GUK/graph.json","fetch_events":"https://pith.science/api/pith-number/FIGU6JOF7OMGQFX3GSVOLC3GUK/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/FIGU6JOF7OMGQFX3GSVOLC3GUK/action/timestamp_anchor","attest_storage":"https://pith.science/pith/FIGU6JOF7OMGQFX3GSVOLC3GUK/action/storage_attestation","attest_author":"https://pith.science/pith/FIGU6JOF7OMGQFX3GSVOLC3GUK/action/author_attestation","sign_citation":"https://pith.science/pith/FIGU6JOF7OMGQFX3GSVOLC3GUK/action/citation_signature","submit_replication":"https://pith.science/pith/FIGU6JOF7OMGQFX3GSVOLC3GUK/action/replication_record"}},"created_at":"2026-07-05T10:19:31.263065+00:00","updated_at":"2026-07-05T10:19:31.263065+00:00"}