{"id":"https://openalex.org/W7162070430","doi":"https://doi.org/10.48550/arxiv.2605.22662","title":"Claw AI Lab: An Autonomous Multi-Agent Research Team","display_name":"Claw AI Lab: An Autonomous Multi-Agent Research Team","publication_year":2026,"publication_date":"2026-05-21","ids":{"openalex":"https://openalex.org/W7162070430","doi":"https://doi.org/10.48550/arxiv.2605.22662"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.22662","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.22662","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":null,"license_id":null,"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.2605.22662","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136800575","display_name":"Fan Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Fan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136747083","display_name":"Cheng Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Cheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136795040","display_name":"Zhenshan Tan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tan, Zhenshan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136774829","display_name":"Taiyu Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Taiyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136782144","display_name":"Xinzhen Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Xinzhen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136776042","display_name":"Yanyu Qian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qian, Yanyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136741383","display_name":"Dingcheng Gao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gao, Dingcheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136810659","display_name":"Lanyun Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Lanyun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136770262","display_name":"Qi Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Qi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136793416","display_name":"Yi Tan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tan, Yi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136796357","display_name":"Deyi Ji","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ji, Deyi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136756838","display_name":"Guosheng Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin, Guosheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136794998","display_name":"Tianrun Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Tianrun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136763638","display_name":"Deheng Ye","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ye, Deheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5042271198","display_name":"Fayao Liu","orcid":"https://orcid.org/0000-0001-6649-7660"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Fayao","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/T11986","display_name":"Scientific Computing and Data Management","score":0.5189999938011169,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.5189999938011169,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.05979999899864197,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.028200000524520874,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/pipeline","display_name":"Pipeline (software)","score":0.6313999891281128},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.6198999881744385},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.58160001039505},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.4489000141620636},{"id":"https://openalex.org/keywords/claw","display_name":"Claw","score":0.42080000042915344},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.3379000127315521},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.323199987411499},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.3179999887943268}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6962000131607056},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6313999891281128},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.6198999881744385},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.58160001039505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5034999847412109},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.4489000141620636},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4253999888896942},{"id":"https://openalex.org/C29738020","wikidata":"https://www.wikidata.org/wiki/Q217605","display_name":"Claw","level":2,"score":0.42080000042915344},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33980000019073486},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.3379000127315521},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.323199987411499},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3179999887943268},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.31459999084472656},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.3025999963283539},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.29580000042915344},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.27639999985694885},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2687000036239624},{"id":"https://openalex.org/C105002631","wikidata":"https://www.wikidata.org/wiki/Q4833645","display_name":"Subject-matter expert","level":3,"score":0.25839999318122864},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.2558000087738037},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.2547999918460846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.22662","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.22662","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.22662","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.22662","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"score":0.6245636343955994,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0,197],"present":[1],"Claw":[2,94,178,199],"AI":[3,22,95,169,179,185,200],"Lab,":[4],"a":[5,15,30,34,43,63,122,207],"lab-native":[6],"autonomous":[7,80,210],"research":[8,13,45,71,81,119,170,211],"platform":[9,67],"that":[10],"advances":[11],"automated":[12],"from":[14,47],"hidden":[16],"prompt-to-paper":[17],"pipeline":[18],"into":[19,117,148],"an":[20,203],"interactive":[21],"laboratory.":[23],"Rather":[24],"than":[25],"centering":[26],"the":[27,118,124,176],"system":[28],"around":[29],"single":[31],"agent":[32],"or":[33],"fixed":[35],"serial":[36],"workflow,":[37],"we":[38],"allow":[39],"users":[40],"to":[41,109,141],"instantiate":[42],"full":[44],"team":[46],"one":[48],"prompt,":[49],"with":[50],"customizable":[51],"roles,":[52],"collaborative":[53],"workflows,":[54],"real-time":[55],"monitoring,":[56],"artifact":[57],"inspection,":[58],"and":[59,77,85,107,112,135,145,159,193,215],"rollback/resume":[60],"control":[61],"through":[62],"unified":[64],"dashboard.":[65],"The":[66],"also":[68,132],"supports":[69],"distinct":[70],"modes":[72,154],"for":[73],"exploration,":[74],"multi-agent":[75],"discussion,":[76],"reproduction,":[78],"making":[79],"substantially":[82],"more":[83],"steerable":[84],"laboratory-like":[86],"in":[87,98],"practice.":[88],"A":[89],"key":[90],"practical":[91],"contribution":[92],"of":[93],"Lab":[96,180,201],"lies":[97],"its":[99],"Claw-Code":[100],"Harness,":[101],"which":[102],"connects":[103],"local":[104],"codebases,":[105],"datasets,":[106],"checkpoints":[108],"runnable":[110],"experiments":[111,138],"feeds":[113],"execution":[114,129],"artifacts":[115],"back":[116],"loop.":[120],"As":[121],"result,":[123],"harness":[125],"improves":[126],"not":[127],"only":[128],"integration,":[130],"but":[131],"experimental":[133],"completion":[134],"result":[136,161],"integrity:":[137],"are":[139],"easier":[140],"inspect,":[142],"iterate":[143],"on,":[144],"faithfully":[146],"transfer":[147],"final":[149],"papers,":[150],"reducing":[151],"common":[152],"failure":[153],"such":[155],"as":[156,175,202,212],"partial":[157],"runs":[158],"malformed":[160],"reporting.":[162],"In":[163],"our":[164],"internal":[165],"evaluation":[166],"on":[167,188],"five":[168],"case":[171],"studies,":[172],"using":[173],"AutoResearchClaw":[174],"baseline,":[177],"is":[181],"consistently":[182],"preferred":[183],"by":[184],"expert":[186],"judges":[187],"idea":[189],"novelty,":[190],"experiment":[191],"completeness,":[192],"paper":[194],"presentation":[195],"quality.":[196],"view":[198],"early":[204],"step":[205],"toward":[206],"new":[208],"paradigm:":[209],"usable,":[213],"interactive,":[214],"reliability-aware":[216],"scientific":[217],"infrastructure.":[218]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-23T00:00:00"}