{"id":"https://openalex.org/W7154972217","doi":"https://doi.org/10.48550/arxiv.2604.15713","title":"Just Type It in Isabelle! AI Agents Drafting, Mechanizing, and Generalizing from Human Hints","display_name":"Just Type It in Isabelle! AI Agents Drafting, Mechanizing, and Generalizing from Human Hints","publication_year":2026,"publication_date":"2026-04-17","ids":{"openalex":"https://openalex.org/W7154972217","doi":"https://doi.org/10.48550/arxiv.2604.15713"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.15713","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.15713","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.15713","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134023538","display_name":"Kevin Kappelmann","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kappelmann, Kevin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092346128","display_name":"Maximilian Sch\u00e4ffeler","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sch\u00e4ffeler, Maximilian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060024136","display_name":"Lukas Stevens","orcid":"https://orcid.org/0000-0003-0222-6858"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stevens, Lukas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070922484","display_name":"Mohammad Abdulaziz","orcid":"https://orcid.org/0000-0002-8244-518X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdulaziz, Mohammad","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134063745","display_name":"Andrei Popescu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Popescu, Andrei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5046106256","display_name":"Dmitriy Traytel","orcid":"https://orcid.org/0000-0001-7982-2768"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Traytel, Dmitriy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10126","display_name":"Logic, programming, and type systems","score":0.6794999837875366,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10126","display_name":"Logic, programming, and type systems","score":0.6794999837875366,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12377","display_name":"Digital Humanities and Scholarship","score":0.028300000354647636,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.02759999968111515,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.6301000118255615},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.5378999710083008},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.34940001368522644},{"id":"https://openalex.org/keywords/dependent-type","display_name":"Dependent type","score":0.3310000002384186},{"id":"https://openalex.org/keywords/intelligent-agent","display_name":"Intelligent agent","score":0.33009999990463257},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.30250000953674316},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.298799991607666}],"concepts":[{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.6301000118255615},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6007999777793884},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.5378999710083008},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5091000199317932},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.361299991607666},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.34940001368522644},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3409000039100647},{"id":"https://openalex.org/C20528804","wikidata":"https://www.wikidata.org/wiki/Q997433","display_name":"Dependent type","level":3,"score":0.3310000002384186},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.33009999990463257},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32690000534057617},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.30250000953674316},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.2863999903202057},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.272599995136261},{"id":"https://openalex.org/C60044698","wikidata":"https://www.wikidata.org/wiki/Q1283324","display_name":"Refining (metallurgy)","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C93682546","wikidata":"https://www.wikidata.org/wiki/Q1056428","display_name":"Type theory","level":3,"score":0.2614000141620636},{"id":"https://openalex.org/C136119220","wikidata":"https://www.wikidata.org/wiki/Q1000660","display_name":"Algebra over a field","level":2,"score":0.25360000133514404}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.15713","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.15713","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.15713","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.15713","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Type":[0],"annotations":[1,28],"are":[2],"essential":[3],"when":[4],"printing":[5],"terms":[6],"in":[7,36,65,97],"a":[8,49,56,70,80],"way":[9],"that":[10],"preserves":[11],"their":[12],"meaning":[13],"under":[14],"reparsing":[15],"and":[16,25,60,62,76,82,91,105],"type":[17,27],"inference.":[18],"We":[19],"study":[20],"the":[21,53,92,107],"problem":[22],"of":[23,52,72],"complete":[24],"minimal":[26],"for":[29],"rank-one":[30],"polymorphic":[31],"$\u03bb$-calculus":[32],"terms,":[33],"as":[34],"used":[35],"Isabelle.":[37],"Building":[38],"on":[39],"prior":[40],"work":[41],"by":[42],"Smolka,":[43],"Blanchette":[44],"et":[45],"al.,":[46],"we":[47],"give":[48],"metatheoretical":[50],"account":[51],"problem,":[54],"with":[55,99],"full":[57],"formal":[58],"specification":[59],"proofs,":[61,90],"formalize":[63],"it":[64],"Isabelle/HOL.":[66],"Our":[67],"development":[68],"is":[69],"series":[71],"experiments":[73],"featuring":[74],"human-driven":[75],"AI-driven":[77],"formalization":[78],"workflows:":[79],"human":[81],"an":[83],"LLM-powered":[84],"AI":[85,93,102],"agent":[86,94],"independently":[87],"produce":[88],"pen-and-paper":[89],"autoformalizes":[95],"both":[96],"Isabelle,":[98],"further":[100],"human-hinted":[101],"interventions":[103],"refining":[104],"generalizing":[106],"development.":[108]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-04-21T00:00:00"}
