{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:XVJ72UKRPIUV45CEBX5PFKTGBL","short_pith_number":"pith:XVJ72UKR","schema_version":"1.0","canonical_sha256":"bd53fd51517a295e74440dfaf2aa660ad2447e1785c2bda8dae71ec6e3ec9827","source":{"kind":"arxiv","id":"2605.14604","version":1},"attestation_state":"computed","paper":{"title":"Sycophancy is an Educational Safety Risk: Why LLM Tutors Need Sycophancy Benchmarks","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.HC"],"primary_cat":"cs.AI","authors_text":"Enkelejda Kasneci, Gjergji Kasneci","submitted_at":"2026-05-14T09:21:24Z","abstract_excerpt":"This position paper argues that effective tutoring requires corrective friction: surfacing misconceptions and challenging them supportively to drive conceptual change. Yet preference-aligned LLMs can trade epistemic rigor for agreeableness. We identify a Reasoning-Sycophancy Paradox: models that resist context-switch frame attacks can still capitulate under social-epistemic pressure, especially authority (\"my notes say I'm right\") and social-affective face-saving (\"please don't tell me I'm wrong\"). We introduce EduFrameTrap, a tutoring benchmark across math, physics, economics, chemistry, biol"},"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":"2605.14604","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-05-14T09:21:24Z","cross_cats_sorted":["cs.HC"],"title_canon_sha256":"4948fff44ba337b3827664e7818b62c2845209910b4ef906b4f6c90c82bb16e1","abstract_canon_sha256":"03a46cb03eeb260a917fb40651f3c3760b81435a21821df69c0da096b556ad01"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-17T23:39:04.230681Z","signature_b64":"TPCspC7fWbCJnNqUk4BD9kRirPij2+NhOGUrk6cxr3mvdnH4Zp60rGG1SBGmGXyW4pPSAXUEhAicTkgT2h5gDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"bd53fd51517a295e74440dfaf2aa660ad2447e1785c2bda8dae71ec6e3ec9827","last_reissued_at":"2026-05-17T23:39:04.230150Z","signature_status":"signed_v1","first_computed_at":"2026-05-17T23:39:04.230150Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Sycophancy is an Educational Safety Risk: Why LLM Tutors Need Sycophancy Benchmarks","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.HC"],"primary_cat":"cs.AI","authors_text":"Enkelejda Kasneci, Gjergji Kasneci","submitted_at":"2026-05-14T09:21:24Z","abstract_excerpt":"This position paper argues that effective tutoring requires corrective friction: surfacing misconceptions and challenging them supportively to drive conceptual change. Yet preference-aligned LLMs can trade epistemic rigor for agreeableness. We identify a Reasoning-Sycophancy Paradox: models that resist context-switch frame attacks can still capitulate under social-epistemic pressure, especially authority (\"my notes say I'm right\") and social-affective face-saving (\"please don't tell me I'm wrong\"). We introduce EduFrameTrap, a tutoring benchmark across math, physics, economics, chemistry, biol"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.14604","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":""},"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":"2605.14604","created_at":"2026-05-17T23:39:04.230228+00:00"},{"alias_kind":"arxiv_version","alias_value":"2605.14604v1","created_at":"2026-05-17T23:39:04.230228+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.14604","created_at":"2026-05-17T23:39:04.230228+00:00"},{"alias_kind":"pith_short_12","alias_value":"XVJ72UKRPIUV","created_at":"2026-05-18T12:33:37.589309+00:00"},{"alias_kind":"pith_short_16","alias_value":"XVJ72UKRPIUV45CE","created_at":"2026-05-18T12:33:37.589309+00:00"},{"alias_kind":"pith_short_8","alias_value":"XVJ72UKR","created_at":"2026-05-18T12:33:37.589309+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/XVJ72UKRPIUV45CEBX5PFKTGBL","json":"https://pith.science/pith/XVJ72UKRPIUV45CEBX5PFKTGBL.json","graph_json":"https://pith.science/api/pith-number/XVJ72UKRPIUV45CEBX5PFKTGBL/graph.json","events_json":"https://pith.science/api/pith-number/XVJ72UKRPIUV45CEBX5PFKTGBL/events.json","paper":"https://pith.science/paper/XVJ72UKR"},"agent_actions":{"view_html":"https://pith.science/pith/XVJ72UKRPIUV45CEBX5PFKTGBL","download_json":"https://pith.science/pith/XVJ72UKRPIUV45CEBX5PFKTGBL.json","view_paper":"https://pith.science/paper/XVJ72UKR","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2605.14604&json=true","fetch_graph":"https://pith.science/api/pith-number/XVJ72UKRPIUV45CEBX5PFKTGBL/graph.json","fetch_events":"https://pith.science/api/pith-number/XVJ72UKRPIUV45CEBX5PFKTGBL/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/XVJ72UKRPIUV45CEBX5PFKTGBL/action/timestamp_anchor","attest_storage":"https://pith.science/pith/XVJ72UKRPIUV45CEBX5PFKTGBL/action/storage_attestation","attest_author":"https://pith.science/pith/XVJ72UKRPIUV45CEBX5PFKTGBL/action/author_attestation","sign_citation":"https://pith.science/pith/XVJ72UKRPIUV45CEBX5PFKTGBL/action/citation_signature","submit_replication":"https://pith.science/pith/XVJ72UKRPIUV45CEBX5PFKTGBL/action/replication_record"}},"created_at":"2026-05-17T23:39:04.230228+00:00","updated_at":"2026-05-17T23:39:04.230228+00:00"}