{"id":"https://openalex.org/W7168399610","doi":"https://doi.org/10.48550/arxiv.2607.12149","title":"It is not enough to give your moderation rules to ChatGPT: Policy-as-Prompt Moderation and Its Potential Impacts on Community Governance","display_name":"It is not enough to give your moderation rules to ChatGPT: Policy-as-Prompt Moderation and Its Potential Impacts on Community Governance","publication_year":2026,"publication_date":"2026-07-13","ids":{"openalex":"https://openalex.org/W7168399610","doi":"https://doi.org/10.48550/arxiv.2607.12149"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2607.12149","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.12149","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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.2607.12149","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5140861725","display_name":"Anna Neumann","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Neumann, Anna","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140841766","display_name":"Jasmin Wyss","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wyss, Jasmin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140790497","display_name":"Ivy Turk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Turk, Ivy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5140794341","display_name":"Rebekah Overdorf","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Overdorf, Rebekah","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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9553999900817871,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9553999900817871,"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":0.010599999688565731,"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"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.003000000026077032,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/moderation","display_name":"Moderation","score":0.9333999752998352},{"id":"https://openalex.org/keywords/operationalization","display_name":"Operationalization","score":0.7854999899864197},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.6554999947547913},{"id":"https://openalex.org/keywords/great-moderation","display_name":"Great Moderation","score":0.3785000145435333},{"id":"https://openalex.org/keywords/social-influence","display_name":"Social influence","score":0.2987000048160553}],"concepts":[{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.9333999752998352},{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.7854999899864197},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.6554999947547913},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.4722999930381775},{"id":"https://openalex.org/C72868586","wikidata":"https://www.wikidata.org/wiki/Q5599587","display_name":"Great Moderation","level":3,"score":0.3785000145435333},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3691999912261963},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.35839998722076416},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.35749998688697815},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.2987000048160553},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2890999913215637},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2773999869823456},{"id":"https://openalex.org/C100001284","wikidata":"https://www.wikidata.org/wiki/Q2248246","display_name":"Public economics","level":1,"score":0.26010000705718994},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.2578999996185303}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2607.12149","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.12149","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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.2607.12149","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.12149","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4557845890522003}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Content":[0],"moderation":[1,64,75,91,119],"practices":[2],"and":[3,41,57,81,105,130,136,145],"governance":[4,131],"paradigms":[5],"are":[6,13,28],"changing":[7],"rapidly,":[8],"as":[9,15,101],"fewer":[10],"human":[11],"moderators":[12],"deployed":[14],"`experts'":[16],"by":[17],"social":[18],"media":[19],"companies":[20,27],"in":[21,89,118],"a":[22,93,102,109],"centralized":[23],"manner.":[24],"Instead,":[25],"the":[26,97,128],"focusing":[29],"more":[30,161],"on":[31,35,52],"community":[32,55,178],"approaches,":[33],"relying":[34],"volunteers":[36],"to":[37,86,108,142,149],"provide":[38],"accurate":[39],"information":[40],"make":[42],"correct":[43],"decisions.":[44],"In":[45,121],"decentralized":[46],"moderation,":[47],"communities":[48],"have":[49,148],"always":[50],"relied":[51],"volunteers,":[53],"updated":[54],"guidelines,":[56],"internal":[58],"discussions":[59],"thereof.":[60],"For":[61],"both":[62],"content":[63,90],"paradigms,":[65],"Artificial":[66],"Intelligence":[67],"(AI)":[68],"seems":[69],"like":[70],"it":[71],"could":[72],"help":[73],"ease":[74],"burdens":[76],"of":[77,133],"time,":[78],"mental":[79],"health,":[80],"accuracy.":[82],"One":[83],"possible":[84],"way":[85],"operationalize":[87],"AI":[88],"is":[92,99,172],"`policy-as-prompt''":[94],"approach,":[95,135],"where":[96],"policy":[98],"formulated":[100],"natural-language":[103],"prompt":[104,163],"then":[106,116],"passed":[107],"large":[110],"language":[111],"model":[112,115],"(LLM).":[113],"This":[114],"aids":[117],"tasks.":[120],"this":[122,134],"paper,":[123],"we":[124,155],"briefly":[125],"lay":[126,156],"out":[127,157],"technical":[129],"properties":[132],"argue":[137],"that":[138,147,168],"its":[139],"limitations":[140],"lead":[141],"specific":[143],"risks":[144],"harms":[146],"be":[150],"addressed.":[151],"Towards":[152],"alleviating":[153],"them,":[154],"multiple":[158],"considerations":[159],"towards":[160],"effective":[162],"governance,":[164],"but":[165],"ultimately":[166],"find":[167],"writing":[169],"prompts":[170],"alone":[171],"not":[173],"appropriate":[174],"for":[175],"ensuring":[176],"meaningful":[177],"governance.":[179]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-07-16T00:00:00"}