{"id":"https://openalex.org/W7225817689","doi":"https://doi.org/10.5281/zenodo.24140418","title":"MERKABAH: An Architecture for Correctable Intelligence","display_name":"MERKABAH: An Architecture for Correctable Intelligence","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7225817689","doi":"https://doi.org/10.5281/zenodo.24140418"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.24140418","doi":"https://doi.org/10.5281/zenodo.24140418","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24140418","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":"Preprint"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.24140418","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5159003493","display_name":"Shervin Ghorbany","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Shervin Ghorbany","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5159003493"],"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.5439000129699707,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.5439000129699707,"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/T14381","display_name":"Psychiatry, Mental Health, Neuroscience","score":0.16979999840259552,"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":0.15109999477863312,"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":[],"concepts":[{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.7360000014305115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6377999782562256},{"id":"https://openalex.org/C162763945","wikidata":"https://www.wikidata.org/wiki/Q4825467","display_name":"Conceptual architecture","level":3,"score":0.5486999750137329},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.48809999227523804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4611000120639801},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4115999937057495},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.38449999690055847},{"id":"https://openalex.org/C116222747","wikidata":"https://www.wikidata.org/wiki/Q220888","display_name":"Falsifiability","level":2,"score":0.38040000200271606},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.357699990272522},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.35510000586509705},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3416000008583069},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.3151000142097473},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.3084999918937683},{"id":"https://openalex.org/C2779086853","wikidata":"https://www.wikidata.org/wiki/Q5283157","display_name":"Distributed knowledge","level":2,"score":0.30379998683929443},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.2955999970436096},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.28519999980926514},{"id":"https://openalex.org/C207453521","wikidata":"https://www.wikidata.org/wiki/Q4801079","display_name":"Artificial intelligence, situated approach","level":2,"score":0.2825999855995178},{"id":"https://openalex.org/C120208923","wikidata":"https://www.wikidata.org/wiki/Q5158435","display_name":"Conceptual design","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2556000053882599},{"id":"https://openalex.org/C28901747","wikidata":"https://www.wikidata.org/wiki/Q177571","display_name":"Decision theory","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.2549000084400177}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.24140418","doi":"https://doi.org/10.5281/zenodo.24140418","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24140418","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":"Preprint"},{"id":"doi:10.5281/zenodo.24140419","doi":"https://doi.org/10.5281/zenodo.24140419","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24140419","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":"Preprint"}],"best_oa_location":{"id":"doi:10.5281/zenodo.24140418","doi":"https://doi.org/10.5281/zenodo.24140418","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24140418","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":"Preprint"},"sustainable_development_goals":[],"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":{"MERKABAH:":[0],"An":[1],"Architecture":[2],"for":[3,15],"Correctable":[4],"Intelligence":[5],"\u2014":[6],"Research":[7,132],"Release":[8],"0.1":[9,170],"MERKABAH":[10,145],"is":[11,59,135],"a":[12,42,63],"proposed":[13,87],"architecture":[14,33,146],"correctable":[16],"distributed":[17,51,105],"intelligence":[18],"that":[19,60],"investigates":[20],"how":[21],"autonomous":[22],"computational":[23,38],"components":[24],"can":[25],"coordinate":[26],"without":[27],"establishing":[28],"permanent":[29],"centralized":[30],"authority.":[31],"The":[32,112,143,154],"comprises":[34],"an":[35,49,136],"always-operational":[36],"eight-dimensional":[37],"substrate":[39],"(the":[40],"Cube),":[41],"temporary":[43,103],"event-triggered":[44],"coordination":[45,118],"mechanism":[46,53],"(PigeOn),":[47],"and":[48,97,99,109,126,139],"independent":[50,77],"challenge":[52],"(Anti-PigeOn).":[54],"A":[55],"central":[56],"design":[57,88],"principle":[58],"Pause":[61],"constitutes":[62],"legitimate":[64],"decision":[65],"outcome,":[66],"preserving":[67],"the":[68],"ability":[69],"to":[70,102,121],"reconsider,":[71],"challenge,":[72],"or":[73,152],"decline":[74],"intervention":[75],"while":[76],"computation":[78],"continues.":[79],"This":[80,134],"foundational":[81],"research":[82,113,141],"manuscript":[83],"introduces":[84],"MERKABAH\u2019s":[85],"14":[86],"laws,":[89],"its":[90,100],"philosophical":[91,155],"framework":[92],"of":[93],"Eden,":[94],"Wisdom,":[95],"NOW,":[96],"shadows,":[98],"approach":[101],"authority,":[104],"governance,":[106],"memory,":[107],"recovery,":[108],"preserved":[110],"correctability.":[111],"proposes":[114],"falsifiable":[115],"hypotheses":[116,160],"concerning":[117],"efficiency,":[119],"resistance":[120],"authority":[122],"capture,":[123],"adaptive":[124],"decision-making,":[125],"recovery":[127],"under":[128],"changing":[129],"system":[130],"conditions.":[131],"status:":[133],"early-stage":[137],"conceptual":[138],"architectural":[140],"proposal.":[142],"complete":[144],"has":[147],"not":[148],"been":[149],"independently":[150],"validated":[151],"production-certified.":[153],"propositions":[156],"are":[157],"presented":[158],"as":[159],"rather":[161],"than":[162],"established":[163],"scientific":[164],"findings.":[165],"Author:":[166],"Shervin":[167],"Ghorbany":[168],"Version:":[169],"Keywords:":[171],"Artificial":[172],"Intelligence,":[173,175],"Distributed":[174,181],"Multi-Agent":[176],"Systems,":[177],"AI":[178],"Safety,":[179],"Corrigibility,":[180],"Governance,":[182],"Decision":[183],"Theory,":[184],"Event-Triggered":[185],"Coordination,":[186],"MERKABAH.":[187]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-11-12T00:00:00"}