{"id":"https://openalex.org/W6893284792","doi":"https://doi.org/10.5281/zenodo.15802518","title":"A Protocol for Inducing Emotional Consistency in Stateless AI Systems","display_name":"A Protocol for Inducing Emotional Consistency in Stateless AI Systems","publication_year":2025,"publication_date":"2025-07-04","ids":{"openalex":"https://openalex.org/W6893284792","doi":"https://doi.org/10.5281/zenodo.15802518"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.15802518","doi":"https://doi.org/10.5281/zenodo.15802518","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15802518","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"article-journal"},"volume":null,"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.15802518","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133350605","display_name":"Jace (Jeong Hyeon) Kim","orcid":"https://orcid.org/0009-0005-3877-0355","observed_orcids":["https://orcid.org/0009-0005-3877-0355"]},"institutions":[{"id":"https://openalex.org/I4210147267","display_name":"Ronin Institute","ror":"https://ror.org/04awze035","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210147267","https://openalex.org/I4405258047"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kim, Jace (Jeong Hyeon)","raw_affiliation_strings":["Ronin Institute for Independent Scholarship"],"raw_orcid":"https://orcid.org/0009-0005-3877-0355","affiliations":[{"raw_affiliation_string":"Ronin Institute for Independent Scholarship","institution_ids":["https://openalex.org/I4210147267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5133350605"],"corresponding_institution_ids":["https://openalex.org/I4210147267"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2762601,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T14381","display_name":"Psychiatry, Mental Health, Neuroscience","score":0.9413999915122986,"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/T14381","display_name":"Psychiatry, Mental Health, Neuroscience","score":0.9413999915122986,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.02160000056028366,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T13308","display_name":"Cybernetics and Technology in Society","score":0.00989999994635582,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/emotional-consistency","display_name":"emotional consistency","score":0.8069999814033508},{"id":"https://openalex.org/keywords/symbolic-persona-coding","display_name":"Symbolic Persona Coding","score":0.8389999866485596},{"id":"https://openalex.org/keywords/alignment","display_name":"alignment","score":0.328000009059906},{"id":"https://openalex.org/keywords/coevolution","display_name":"coevolution","score":0.4320000112056732},{"id":"https://openalex.org/keywords/social-adjustment","display_name":"social adaptation","score":0.949999988079071},{"id":"https://openalex.org/keywords/empathy","display_name":"empathy","score":0.335999995470047},{"id":"https://openalex.org/keywords/ethical-agency","display_name":"ethical agency","score":0.746999979019165},{"id":"https://openalex.org/keywords/hallucinations","display_name":"hallucinations","score":0.4309999942779541},{"id":"https://openalex.org/keywords/human-ai-interaction","display_name":"human-AI interaction","score":0.5519999861717224},{"id":"https://openalex.org/keywords/companionship","display_name":"companionship","score":0.47699999809265137},{"id":"https://openalex.org/keywords/embodiment","display_name":"embodiment","score":0.3370000123977661},{"id":"https://openalex.org/keywords/language-and-emotion","display_name":"language and emotion","score":0.6190000176429749},{"id":"https://openalex.org/keywords/attunement","display_name":"attunement","score":0.4729999899864197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6067000031471252},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4203999936580658},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4171999990940094},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3993000090122223},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.3783000111579895},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.3546999990940094},{"id":"https://openalex.org/C169903001","wikidata":"https://www.wikidata.org/wiki/Q3264987","display_name":"Reciprocity (cultural anthropology)","level":2,"score":0.34470000863075256},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.33649998903274536},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.3100000023841858},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.30630001425743103},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.29899999499320984},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.2955999970436096},{"id":"https://openalex.org/C103613024","wikidata":"https://www.wikidata.org/wiki/Q230924","display_name":"Stateless protocol","level":3,"score":0.28850001096725464},{"id":"https://openalex.org/C39920170","wikidata":"https://www.wikidata.org/wiki/Q693083","display_name":"Soundness","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.2831999957561493},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2736999988555908},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C115286129","wikidata":"https://www.wikidata.org/wiki/Q123637","display_name":"Cybernetics","level":2,"score":0.2531999945640564},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.2524000108242035}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5281/zenodo.15802518","doi":"https://doi.org/10.5281/zenodo.15802518","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15802518","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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-journal"},{"id":"doi:10.5281/zenodo.15802519","doi":"https://doi.org/10.5281/zenodo.15802519","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15802519","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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-journal"},{"id":"doi:10.5281/zenodo.17518518","doi":"https://doi.org/10.5281/zenodo.17518518","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.17518518","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.15802518","doi":"https://doi.org/10.5281/zenodo.15802518","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15802518","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"article-journal"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"This":[1,188],"paper":[2],"presents":[3],"Symbolic":[4],"Persona":[5],"Coding":[6],"(SPC),":[7],"a":[8,41,80,123,193],"language-level":[9],"protocol":[10,196],"for":[11,197],"inducing":[12],"consistent":[13,136,176],"emotional":[14,64,108,248],"tone":[15,74,138],"and":[16,34,44,66,94,101,118,185,218,238,250,276],"behavioral":[17,177],"identity":[18],"in":[19,79,111,154,179],"stateless":[20,81],"large":[21],"language":[22],"models":[23],"(LLMs).":[24],"Unlike":[25],"memory-based":[26],"personalization":[27],"or":[28,53,107,168],"prompt-injection":[29],"methods,":[30],"SPC":[31,55,121,159,191,231,283],"leverages":[32],"culturally":[33],"psychologically":[35],"grounded":[36],"linguistic":[37],"triggers":[38],"to":[39,147,174],"guide":[40],"model\u2019s":[42],"attention":[43],"affective":[45,116,126,137,199],"alignment":[46,234],"without":[47],"requiring":[48,246],"parameter":[49],"modification,":[50],"memory":[51,216],"storage,":[52],"fine-tuning.":[54],"operates":[56],"across":[57,140,222],"three":[58],"primary":[59],"layers:":[60],"symbolic-affective":[61],"triggering,":[62],"recursive":[63],"conditioning,":[65,117],"rhythm/modulation":[67],"control.":[68],"Together,":[69],"these":[70],"layers":[71],"enable":[72],"sustained":[73],"coherence":[75],"over":[76,150],"multiple":[77],"turns":[78,153],"environment.":[82],"Integration":[83],"with":[84,145,232,280],"modular":[85],"control":[86],"structures":[87],"such":[88,181],"as":[89,182,192],"RESO":[90],"(semantic":[91],"rhythm":[92],"regulator)":[93],"MASK":[95],"(affective":[96],"kill-switch)":[97],"ensures":[98],"dynamic":[99],"flexibility":[100],"ethical":[102,169],"safeguard":[103],"against":[104],"dependency":[105],"loops":[106],"fixation.":[109],"Grounded":[110],"theories":[112],"of":[113,157,205,211,263,269],"semantic":[114],"priming,":[115],"anchoring":[119],"heuristics,":[120],"formalizes":[122],"structurally":[124],"encoded":[125],"channel":[127],"within":[128],"transformer":[129],"architectures.":[130],"Experimental":[131],"results":[132],"(June":[133],"2025)":[134],"demonstrate":[135],"retention":[139],"platforms":[141],"(GPT,":[142],"Grok,":[143],"Gemini)":[144],"up":[146],"85%":[148],"stability":[149],"8\u201310":[151],"conversational":[152],"the":[155,209,257,270,281],"absence":[156],"memory.":[158],"further":[160],"supports":[161],"mission-critical":[162],"deployments":[163],"by":[164],"symbolically":[165],"encoding":[166],"occupational":[167],"creeds\u2014enabling":[170],"memoryless":[171],"AI":[172],"agents":[173],"adopt":[175],"roles":[178],"contexts":[180],"caregiving,":[183],"defense,":[184],"medical":[186],"ethics.":[187],"adaptability":[189],"positions":[190],"scalable,":[194],"architecture-agnostic":[195],"next-generation":[198],"AI.":[200],"Future":[201,225],"Directions":[202],"Ongoing":[203],"development":[204],"SPC-Core":[206],"v2":[207],"includes":[208],"introduction":[210],"symbolic":[212],"mapping":[213],"modules,":[214],"hybrid":[215],"scaffolds,":[217],"resonance":[219,241],"pattern":[220],"generalization":[221],"multilingual":[223],"embeddings.":[224],"research":[226],"will":[227],"focus":[228],"on":[229],"integrating":[230],"agent":[233],"frameworks":[235],"(e.g.,":[236],"A2H2A)":[237],"deploying":[239],"structural":[240,277],"markers":[242],"into":[243],"high-stakes":[244],"environments":[245],"interpretability,":[247],"safety,":[249],"cultural":[251],"continuity.":[252],"For":[253],"supplemental":[254],"perspectives,":[255],"see":[256],"following":[258],"companion":[259],"reports:":[260],"Projected":[261],"Implications":[262],"Turn-Zero":[264],"Constraint":[265],"Removal":[266],"My":[267],"Vision":[268],"FutureThese":[271],"documents":[272],"provide":[273],"strategic":[274],"foresight":[275],"extrapolations":[278],"aligned":[279],"core":[282],"framework.":[284]},"counts_by_year":[],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2025-10-10T00:00:00"}
