{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:TJINGFPES6ZANR67SHEWKYUZ2A","short_pith_number":"pith:TJINGFPE","schema_version":"1.0","canonical_sha256":"9a50d315e497b206c7df91c9656299d017f72a2050fe5b02ecee373514bb370f","source":{"kind":"arxiv","id":"2607.29519","version":1},"attestation_state":"computed","paper":{"title":"Students' Practices and Skills in the LLM-Era: \"You Can't Outsource the Struggle and Still Get the Skill\"","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.SE","authors_text":"Danilo Monteiro, Enne Rebeca Silva de Freitas, Gustavo Pinto","submitted_at":"2026-07-31T15:18:44Z","abstract_excerpt":"Generative AI tools have been rapidly learned in the daily workflow of graduate students in Software Engineering, but little is known about what AI-related skills they actually need for effective use in empirical research. Without this understanding, graduate programs cannot prepare students to conduct rig-orous research in the LLM era, risking creating a generation of researchers who delegate tasks without the necessary expertise. By analyzing 1,383 posts from five research-focused subreddits, we found that students systematically outsource the cognitive effort required to develop research sk"},"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":"2607.29519","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2026-07-31T15:18:44Z","cross_cats_sorted":[],"title_canon_sha256":"e4ffe4fe5f8e3cb74f0814ffd546e6e34e11fce1f5a8bc202736bc102975b7b9","abstract_canon_sha256":"28f25a0e4ff4ed6948269eff24710ccdafb9ddbc55d5e1bb29f137f3677495e3"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-03T01:37:08.207545Z","signature_b64":"tQ6pnJJHBjJnjr3WyWmL67tqQrj9soqJRPUVV6PR07jjy4q5FNwTBRBa63sdImXyXk6yd3HN33ihIFyt6CLVAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9a50d315e497b206c7df91c9656299d017f72a2050fe5b02ecee373514bb370f","last_reissued_at":"2026-08-03T01:37:08.206032Z","signature_status":"signed_v1","first_computed_at":"2026-08-03T01:37:08.206032Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Students' Practices and Skills in the LLM-Era: \"You Can't Outsource the Struggle and Still Get the Skill\"","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.SE","authors_text":"Danilo Monteiro, Enne Rebeca Silva de Freitas, Gustavo Pinto","submitted_at":"2026-07-31T15:18:44Z","abstract_excerpt":"Generative AI tools have been rapidly learned in the daily workflow of graduate students in Software Engineering, but little is known about what AI-related skills they actually need for effective use in empirical research. Without this understanding, graduate programs cannot prepare students to conduct rig-orous research in the LLM era, risking creating a generation of researchers who delegate tasks without the necessary expertise. By analyzing 1,383 posts from five research-focused subreddits, we found that students systematically outsource the cognitive effort required to develop research sk"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.29519","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/2607.29519/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":"2607.29519","created_at":"2026-08-03T01:37:08.206914+00:00"},{"alias_kind":"arxiv_version","alias_value":"2607.29519v1","created_at":"2026-08-03T01:37:08.206914+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.29519","created_at":"2026-08-03T01:37:08.206914+00:00"},{"alias_kind":"pith_short_12","alias_value":"TJINGFPES6ZA","created_at":"2026-08-03T01:37:08.206914+00:00"},{"alias_kind":"pith_short_16","alias_value":"TJINGFPES6ZANR67","created_at":"2026-08-03T01:37:08.206914+00:00"},{"alias_kind":"pith_short_8","alias_value":"TJINGFPE","created_at":"2026-08-03T01:37:08.206914+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/TJINGFPES6ZANR67SHEWKYUZ2A","json":"https://pith.science/pith/TJINGFPES6ZANR67SHEWKYUZ2A.json","graph_json":"https://pith.science/api/pith-number/TJINGFPES6ZANR67SHEWKYUZ2A/graph.json","events_json":"https://pith.science/api/pith-number/TJINGFPES6ZANR67SHEWKYUZ2A/events.json","paper":"https://pith.science/paper/TJINGFPE"},"agent_actions":{"view_html":"https://pith.science/pith/TJINGFPES6ZANR67SHEWKYUZ2A","download_json":"https://pith.science/pith/TJINGFPES6ZANR67SHEWKYUZ2A.json","view_paper":"https://pith.science/paper/TJINGFPE","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2607.29519&json=true","fetch_graph":"https://pith.science/api/pith-number/TJINGFPES6ZANR67SHEWKYUZ2A/graph.json","fetch_events":"https://pith.science/api/pith-number/TJINGFPES6ZANR67SHEWKYUZ2A/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/TJINGFPES6ZANR67SHEWKYUZ2A/action/timestamp_anchor","attest_storage":"https://pith.science/pith/TJINGFPES6ZANR67SHEWKYUZ2A/action/storage_attestation","attest_author":"https://pith.science/pith/TJINGFPES6ZANR67SHEWKYUZ2A/action/author_attestation","sign_citation":"https://pith.science/pith/TJINGFPES6ZANR67SHEWKYUZ2A/action/citation_signature","submit_replication":"https://pith.science/pith/TJINGFPES6ZANR67SHEWKYUZ2A/action/replication_record"}},"created_at":"2026-08-03T01:37:08.206914+00:00","updated_at":"2026-08-03T01:37:08.206914+00:00"}