{"id":"https://openalex.org/W7160244979","doi":"https://doi.org/10.48550/arxiv.2605.02751","title":"Mitigating Misalignment Contagion by Steering with Implicit Traits","display_name":"Mitigating Misalignment Contagion by Steering with Implicit Traits","publication_year":2026,"publication_date":"2026-05-04","ids":{"openalex":"https://openalex.org/W7160244979","doi":"https://doi.org/10.48550/arxiv.2605.02751"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.02751","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.02751","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.2605.02751","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5135351440","display_name":"Maria Chang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chang, Maria","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087512862","display_name":"Ronny Luss","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luss, Ronny","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135317459","display_name":"Miao Lui","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Miao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135413702","display_name":"Keerthiram Murugesan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Murugesan, Keerthiram","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095916179","display_name":"Karthikeyan Ramamurthy","orcid":"https://orcid.org/0009-0009-7289-4406"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ramamurthy, Karthikeyan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5055394860","display_name":"Djallel Bouneffouf","orcid":"https://orcid.org/0000-0003-3342-7513"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bouneffouf, Djallel","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/T10028","display_name":"Topic Modeling","score":0.13369999825954437,"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":0.13369999825954437,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.10050000250339508,"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"}},{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.09319999814033508,"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/dilemma","display_name":"Dilemma","score":0.631600022315979},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4366999864578247},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.424699991941452},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.4146000146865845},{"id":"https://openalex.org/keywords/repetition","display_name":"Repetition (rhetorical device)","score":0.36649999022483826},{"id":"https://openalex.org/keywords/feedback-loop","display_name":"Feedback loop","score":0.3474999964237213},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.3402000069618225},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3287000060081482}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7236999869346619},{"id":"https://openalex.org/C2778496695","wikidata":"https://www.wikidata.org/wiki/Q254128","display_name":"Dilemma","level":2,"score":0.631600022315979},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4366999864578247},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.424699991941452},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.4146000146865845},{"id":"https://openalex.org/C2776141515","wikidata":"https://www.wikidata.org/wiki/Q1274479","display_name":"Repetition (rhetorical device)","level":2,"score":0.36649999022483826},{"id":"https://openalex.org/C186886427","wikidata":"https://www.wikidata.org/wiki/Q5441213","display_name":"Feedback loop","level":2,"score":0.3474999964237213},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3402000069618225},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3287000060081482},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.32339999079704285},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.31949999928474426},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3165000081062317},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.3122999966144562},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.28619998693466187},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.28369998931884766},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2639000117778778},{"id":"https://openalex.org/C2982912361","wikidata":"https://www.wikidata.org/wiki/Q1851867","display_name":"Mental model","level":2,"score":0.25529998540878296},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2526000142097473},{"id":"https://openalex.org/C2985487447","wikidata":"https://www.wikidata.org/wiki/Q58199","display_name":"Instant messaging","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.02751","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.02751","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.2605.02751","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.02751","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":[{"id":"https://metadata.un.org/sdg/10","score":0.6182706356048584,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Language":[0],"models":[1,149],"(LMs)":[2],"are":[3,17,89,183],"increasingly":[4,175],"used":[5],"in":[6,45,150],"high-stakes,":[7],"multi-agent":[8,181],"settings,":[9],"where":[10,179],"following":[11],"instructions":[12],"and":[13,29,80,104,114,139],"maintaining":[14],"value":[15],"alignment":[16,20],"critical.":[18],"Most":[19],"research":[21],"focuses":[22],"on":[23],"interactions":[24],"between":[25,42],"a":[26,30,124],"single":[27,31],"LM":[28],"user,":[32],"failing":[33],"to":[34,91,99,164],"address":[35],"the":[36],"risk":[37],"of":[38,51],"misaligned":[39],"behavior":[40],"spreading":[41],"multiple":[43,60],"LMs":[44,61,74,136],"multi-turn":[46,65],"interactions.":[47],"We":[48,94],"find":[49,72,105],"evidence":[50],"this":[52,82,158],"phenomenon,":[53],"which":[54],"we":[55,71,118],"call":[56],"misalignment":[57,102],"contagion,":[58],"across":[59],"as":[62],"they":[63],"engage":[64],"conversational":[66],"social":[67],"dilemma":[68],"games.":[69],"Specifically,":[70],"that":[73,81,106,126,133],"become":[75],"more":[76,141],"anti-social":[77],"after":[78],"gameplay":[79],"effect":[83],"is":[84,112,140],"intensified":[85],"when":[86],"other":[87],"players":[88],"steered":[90],"act":[92],"maliciously.":[93],"explore":[95],"different":[96],"steering":[97,120],"techniques":[98],"mitigate":[100],"such":[101],"contagion":[103],"reinforcing":[107],"an":[108,135],"LM's":[109],"system":[110,129,144],"prompt":[111,145],"insufficient":[113],"often":[115],"harmful.":[116],"Instead,":[117],"propose":[119],"with":[121,131,152,186],"implicit":[122],"traits:":[123],"technique":[125],"intermittently":[127],"injects":[128],"prompts":[130],"statements":[132],"reinforce":[134],"initial":[137,154],"traits":[138],"effective":[142],"than":[143],"repetition":[146],"at":[147],"keeping":[148],"line":[151],"their":[153],"pro-social":[155],"behaviors.":[156],"Importantly,":[157],"method":[159],"does":[160],"not":[161],"require":[162],"access":[163],"model":[165,169],"parameters":[166],"or":[167],"internal":[168],"states,":[170],"making":[171],"it":[172],"suitable":[173],"for":[174],"common":[176],"use":[177],"cases":[178],"complex":[180],"workflows":[182],"being":[184],"designed":[185],"black":[187],"box":[188],"models.":[189]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-06T00:00:00"}
