{"id":"https://openalex.org/W4285429195","doi":"https://doi.org/10.48550/arxiv.2207.05221","title":"Language Models (Mostly) Know What They Know","display_name":"Language Models (Mostly) Know What They Know","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4285429195","doi":"https://doi.org/10.48550/arxiv.2207.05221"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2207.05221","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.05221","pdf_url":"https://arxiv.org/pdf/2207.05221","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2207.05221","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061506488","display_name":"Saurav Kadavath","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kadavath, Saurav","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010209743","display_name":"Tom Conerly","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Conerly, Tom","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030305998","display_name":"Amanda Askell","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Askell, Amanda","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049786610","display_name":"Tom Henighan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Henighan, Tom","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059021264","display_name":"Dawn Drain","orcid":"https://orcid.org/0000-0002-6606-4141"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Drain, Dawn","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091112967","display_name":"Ethan Perez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Perez, Ethan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050348824","display_name":"Nicholas Schiefer","orcid":"https://orcid.org/0000-0002-3065-6399"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Schiefer, Nicholas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043478841","display_name":"Zac Hatfield Dodds","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hatfield-Dodds, Zac","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002341550","display_name":"Nova DasSarma","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"DasSarma, Nova","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026326973","display_name":"Eli Tran-Johnson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tran-Johnson, Eli","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041888075","display_name":"Scott G. Johnston","orcid":"https://orcid.org/0000-0002-5826-5613"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Johnston, Scott","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049068767","display_name":"Sheer El-Showk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"El-Showk, Sheer","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011636042","display_name":"Andy Jones","orcid":"https://orcid.org/0000-0002-3130-9313"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jones, Andy","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020683620","display_name":"Nelson Elhage","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elhage, Nelson","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026832201","display_name":"Tristan Hume","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hume, Tristan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056436767","display_name":"Anna Chen","orcid":"https://orcid.org/0000-0002-5946-6572"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Anna","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091860006","display_name":"Yuntao Bai","orcid":"https://orcid.org/0000-0003-3998-7837"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bai, Yuntao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018067914","display_name":"Sam Bowman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bowman, Sam","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082696325","display_name":"Stanislav Fort","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fort, Stanislav","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006294201","display_name":"Deep Ganguli","orcid":"https://orcid.org/0009-0007-9435-3817"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ganguli, Deep","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046599292","display_name":"Danny Hernandez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hernandez, Danny","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083600526","display_name":"Josh Jacobson","orcid":"https://orcid.org/0000-0003-4418-2208"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jacobson, Josh","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074760713","display_name":"Jackson Kernion","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kernion, Jackson","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009112681","display_name":"Shauna Kravec","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kravec, Shauna","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012135186","display_name":"Liane Lovitt","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lovitt, Liane","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028970835","display_name":"Kamal Ndousse","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ndousse, Kamal","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108225540","display_name":"Catherine Olsson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olsson, Catherine","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017610025","display_name":"Sam Ringer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ringer, Sam","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066197394","display_name":"Dario Amodei","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amodei, Dario","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074565235","display_name":"Tom Brown","orcid":"https://orcid.org/0000-0002-6538-3036"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brown, Tom","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012713248","display_name":"Jack A. Clark","orcid":"https://orcid.org/0000-0002-7424-1670"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Clark, Jack","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032088236","display_name":"Nicholas Joseph","orcid":"https://orcid.org/0000-0002-1972-0783"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joseph, Nicholas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110949689","display_name":"Ben Mann","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mann, Ben","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054887773","display_name":"Sam McCandlish","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"McCandlish, Sam","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039751155","display_name":"Chris Olah","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olah, Chris","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5053213601","display_name":"Jared Kaplan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kaplan, Jared","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":36,"corresponding_author_ids":["https://openalex.org/A5061506488"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":158,"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/T10028","display_name":"Topic Modeling","score":0.9994999766349792,"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/T10028","display_name":"Topic Modeling","score":0.9994999766349792,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9980000257492065,"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/T13629","display_name":"Text Readability and Simplification","score":0.973800003528595,"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/computer-science","display_name":"Computer science","score":0.7066000699996948},{"id":"https://openalex.org/keywords/honesty","display_name":"Honesty","score":0.6614209413528442},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.5626546144485474},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5547567009925842},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.5318496227264404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5259207487106323},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5046669244766235},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.45073264837265015},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.42425358295440674},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.42026427388191223},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24447360634803772},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21238785982131958},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1690121293067932},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16056746244430542},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.12550139427185059}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7066000699996948},{"id":"https://openalex.org/C2777293324","wikidata":"https://www.wikidata.org/wiki/Q337349","display_name":"Honesty","level":2,"score":0.6614209413528442},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5626546144485474},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5547567009925842},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.5318496227264404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5259207487106323},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5046669244766235},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.45073264837265015},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.42425358295440674},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.42026427388191223},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24447360634803772},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21238785982131958},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1690121293067932},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16056746244430542},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.12550139427185059},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2207.05221","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.05221","pdf_url":"https://arxiv.org/pdf/2207.05221","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"doi:10.48550/arxiv.2207.05221","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2207.05221","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":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2207.05221","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.05221","pdf_url":"https://arxiv.org/pdf/2207.05221","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2368490655","https://openalex.org/W2369889065","https://openalex.org/W2379032202","https://openalex.org/W2376101501","https://openalex.org/W2374095024","https://openalex.org/W2361112116","https://openalex.org/W2382363130","https://openalex.org/W2368556525","https://openalex.org/W2349867089","https://openalex.org/W2944691285"],"abstract_inverted_index":{"We":[0,24,75,193],"study":[1],"whether":[2,117],"language":[3],"models":[4,29,58,98,118,214],"can":[5,49,119],"evaluate":[6,66],"the":[7,44,67,108,125,130,171,178,182,187,198,221],"validity":[8,109],"of":[9,88,102,110,158,173,184,189,223],"their":[10,71,103],"own":[11,104],"claims":[12],"and":[13,36,63,80,148,180,205],"predict":[14,123],"which":[15],"questions":[16,38],"they":[17,40,154],"will":[18],"be":[19,120],"able":[20],"to":[21,59,65,99,122,132,137,211],"answer":[22,131],"correctly.":[23],"first":[25,60],"show":[26],"that":[27,70,127],"larger":[28],"are":[30,41,73,215],"well-calibrated":[31],"on":[32,52,84,160,217],"diverse":[33,86],"multiple":[34],"choice":[35],"true/false":[37],"when":[39,95],"provided":[42],"in":[43,170,177,181],"right":[45],"format.":[46],"Thus":[47],"we":[48,96,115],"approach":[50],"self-evaluation":[51,92],"open-ended":[53],"sampling":[54],"tasks":[55],"by":[56],"asking":[57],"propose":[61],"answers,":[62],"then":[64],"probability":[68,126],"\"P(True)\"":[69],"answers":[72],"correct.":[74],"find":[76],"encouraging":[77],"performance,":[78],"calibration,":[79],"scaling":[81],"for":[82,200,206],"P(True)":[83],"a":[85,133],"array":[87],"tasks.":[89,162],"Performance":[90],"at":[91,145],"further":[93],"improves":[94],"allow":[97],"consider":[100],"many":[101],"samples":[105],"before":[106],"predicting":[107,146],"one":[111],"specific":[112],"possibility.":[113],"Next,":[114],"investigate":[116],"trained":[121,216],"\"P(IK)\",":[124],"\"I":[128],"know\"":[129],"question,":[134],"without":[135],"reference":[136],"any":[138],"particular":[139],"proposed":[140],"answer.":[141],"Models":[142],"perform":[143],"well":[144],"P(IK)":[147,159,165],"partially":[149],"generalize":[150],"across":[151],"tasks,":[152],"though":[153],"struggle":[155],"with":[156],"calibration":[157],"new":[161],"The":[163],"predicted":[164],"probabilities":[166],"also":[167],"increase":[168],"appropriately":[169],"presence":[172,183],"relevant":[174],"source":[175],"materials":[176],"context,":[179],"hints":[185],"towards":[186],"solution":[188],"mathematical":[190],"word":[191],"problems.":[192],"hope":[194],"these":[195],"observations":[196],"lay":[197],"groundwork":[199],"training":[201],"more":[202],"honest":[203],"models,":[204],"investigating":[207],"how":[208],"honesty":[209],"generalizes":[210],"cases":[212],"where":[213],"objectives":[218],"other":[219],"than":[220],"imitation":[222],"human":[224],"writing.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":39},{"year":2024,"cited_by_count":37},{"year":2023,"cited_by_count":78},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-01T08:55:55.761014","created_date":"2025-10-10T00:00:00"}
