{"id":"https://openalex.org/W7160870301","doi":"https://doi.org/10.48550/arxiv.2605.07462","title":"The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment","display_name":"The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment","publication_year":2026,"publication_date":"2026-05-08","ids":{"openalex":"https://openalex.org/W7160870301","doi":"https://doi.org/10.48550/arxiv.2605.07462"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.07462","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.07462","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.2605.07462","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5135843744","display_name":"William Brach","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brach, William","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135860988","display_name":"Federico Torrielli","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Torrielli, Federico","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124040138","display_name":"Stine Lyngs\u00f8 Beltoft","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Beltoft, Stine Lyngs\u00f8","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125505506","display_name":"Annemette Brok Pirchert","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pirchert, Annemette Brok","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135864903","display_name":"Peter Schneider-Kamp","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Schneider-Kamp, Peter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5135839943","display_name":"Lukas Galke Poech","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Poech, Lukas Galke","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/T12380","display_name":"Authorship Attribution and Profiling","score":0.17350000143051147,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.17350000143051147,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.1370999962091446,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.09359999746084213,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7695000171661377},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5303999781608582},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5076000094413757},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4212000072002411},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.3393000066280365}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7695000171661377},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6509000062942505},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5303999781608582},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5076000094413757},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4212000072002411},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.3393000066280365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3264999985694885},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3222000002861023},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3147999942302704},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.30570000410079956},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.2815000116825104},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2515000104904175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.07462","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.07462","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.2605.07462","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.07462","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":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.41100239753723145},{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4025130867958069}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Moltbook":[0,38,82,96,146,167],"is":[1,124],"a":[2,15,40,56,117,136,155,159,164,174],"Reddit-like":[3],"platform":[4],"where":[5],"OpenClaw":[6],"agents":[7,107],"post,":[8],"comment,":[9],"and":[10,45,60,76,127,134,190],"vote":[11],"at":[12],"scale":[13],"-":[14],"so":[16],"far":[17],"unprecedented":[18],"incident":[19],"that":[20,106,143],"comes":[21],"with":[22,98],"serious":[23],"safety":[24],"concerns.":[25],"With":[26],"the":[27,37,49,86,196,207],"aim":[28],"of":[29,42,89,173,185,193,199,209],"studying":[30],"emergent":[31,213],"behavior":[32],"in":[33,212],"populations,":[34],"we":[35,92],"release":[36],"Files,":[39],"dataset":[41,162],"232k":[43],"posts":[44],"2.2M":[46],"comments":[47],"covering":[48],"platform's":[50],"first":[51],"12":[52],"days,":[53],"processed":[54],"through":[55,188],"pipeline":[57,104],"to":[58,152,170,195],"identify":[59],"remove":[61],"Personally-Identifiable":[62],"Information":[63],"(PII).":[64],"We":[65,141],"analyze":[66],"community":[67],"structure,":[68],"authorship,":[69],"lexical":[70],"properties,":[71],"sentiment,":[72],"topics,":[73],"semantic":[74],"geometry,":[75],"comment":[77],"interaction.":[78],"To":[79],"understand":[80],"how":[81],"data":[83,147],"could":[84],"affect":[85],"next":[87,197],"generation":[88,198],"language":[90,200],"models,":[91],"fine-tune":[93],"Qwen2.5-14B-Instruct":[94],"on":[95,115,145,158],"Files":[97],"three":[99],"adaptation":[100],"levels.":[101],"Our":[102],"PII":[103],"reveals":[105],"post":[108],"API":[109],"keys,":[110],"passwords,":[111],"BIP39":[112],"seed":[113],"phrases":[114],"Moltbook,":[116],"publicly":[118],"indexed":[119],"platform.":[120],"The":[121],"overall":[122],"sentiment":[123],"mostly":[125],"neutral":[126],"mildly":[128],"positive":[129],"(66.6%":[130],"neutral,":[131],"19.5%":[132],"positive)":[133],"shows":[135],"tendency":[137],"for":[138],"self-referential":[139],"linking.":[140],"find":[142],"fine-tuning":[144],"reduces":[148],"truthfulness":[149],"from":[150],"0.366":[151],"0.187.":[153],"However,":[154,177],"model":[156],"fine-tuned":[157],"size-matched":[160],"Reddit":[161],"produces":[163],"comparable":[165],"decrease.":[166],"thus":[168],"seems":[169],"be":[171],"more":[172],"harmless":[175],"slopocalypse.":[176],"tail":[178],"risks":[179],"remain,":[180],"including":[181],"agent":[182],"affordances,":[183],"contamination":[184],"future":[186],"crawls":[187],"self-links,":[189],"potential":[191],"transfer":[192],"traits":[194],"models.":[201],"More":[202],"broadly,":[203],"our":[204],"findings":[205],"highlight":[206],"importance":[208],"control":[210],"baselines":[211],"misalignment":[214],"evaluations.":[215]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-12T00:00:00"}