{"id":"https://openalex.org/W7224992958","doi":"https://doi.org/10.5281/zenodo.23848343","title":"The Constitutional Observability Platform","display_name":"The Constitutional Observability Platform","publication_year":2026,"publication_date":"2026-10-31","ids":{"openalex":"https://openalex.org/W7224992958","doi":"https://doi.org/10.5281/zenodo.23848343"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23848343","doi":"https://doi.org/10.5281/zenodo.23848343","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23848343","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-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23848343","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160260510","display_name":"Adam Ableman","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ableman, Adam","raw_affiliation_strings":["Constitutional Computing"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Constitutional Computing","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5160260510"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.90246338,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.23229999840259552,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.23229999840259552,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.10949999839067459,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10927","display_name":"Access Control and Trust","score":0.08699999749660492,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/evidence-verification","display_name":"evidence verification","score":0.6240000128746033},{"id":"https://openalex.org/keywords/negative-control","display_name":"negative control","score":0.4169999957084656}],"concepts":[{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.8119999766349792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.569599986076355},{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.4578000009059906},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.42289999127388},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.40299999713897705},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.39959999918937683},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.3855000138282776},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.37790000438690186},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.3407999873161316},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.3188999891281128},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.310699999332428},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.3093999922275543},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.30070000886917114},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.2874999940395355},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.2784000039100647},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.25859999656677246},{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.25529998540878296},{"id":"https://openalex.org/C67820243","wikidata":"https://www.wikidata.org/wiki/Q179164","display_name":"Unitary state","level":2,"score":0.25200000405311584},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23848343","doi":"https://doi.org/10.5281/zenodo.23848343","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23848343","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-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5281/zenodo.23848344","doi":"https://doi.org/10.5281/zenodo.23848344","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23848344","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-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23848343","doi":"https://doi.org/10.5281/zenodo.23848343","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23848343","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-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Peace, justice, and strong institutions","id":"https://metadata.un.org/sdg/16"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7167906724","https://openalex.org/W7147519406","https://openalex.org/W7171650933","https://openalex.org/W7167604723","https://openalex.org/W7128796835","https://openalex.org/W7214627274","https://openalex.org/W7161168013","https://openalex.org/W7167930131","https://openalex.org/W7130723659","https://openalex.org/W7141032949"],"abstract_inverted_index":{"Admissibility":[0],"engineering":[1],"and":[2,25,35,83,123,131,169,191,225,236,275],"agent-facing":[3],"governance":[4,56],"require":[5,10],"more":[6],"than":[7,258],"rules:":[8],"they":[9],"infrastructure":[11,47],"that":[12,46,95,142,146,153],"can":[13],"mediate":[14],"consequence-bearing":[15],"operations,":[16],"generate":[17],"bounded":[18],"evidence,":[19,121],"evaluate":[20],"evidence":[21,59,79,162,267],"health,":[22],"expose":[23],"uncertainty,":[24],"preserve":[26],"a":[27,55,96,109,283],"reviewable":[28],"relation":[29],"between":[30],"specification,":[31],"configuration,":[32],"realization,":[33],"effect,":[34],"revision.":[36],"This":[37,263],"paper":[38,173],"proposes":[39],"the":[40,154,176,266,280],"Constitutional":[41],"Observability":[42],"Platform":[43],"(COP)":[44],"as":[45,254,260,282],"pattern.":[48],"COP":[49,159],"consists":[50],"of":[51,106,209],"eight":[52],"cooperating":[53],"roles:":[54],"substrate":[57],"(UGK),":[58],"health":[60,167],"monitor":[61],"(EHM),":[62],"governed":[63],"scenario":[64],"runner":[65,69],"(HeadlessRunner),":[66],"constitutional":[67],"test":[68],"(CTR),":[70],"codex-to-implementation":[71],"projection":[72],"layer":[73],"(CRP),":[74],"agentic":[75],"interface":[76],"surface":[77,81,86],"(AIS),":[78],"verification":[80,255],"(EVS),":[82],"situated":[84],"awareness":[85],"(SAS).":[87],"The":[88,103,172,230],"roles":[89],"are":[90,194,251],"architectural":[91],"contracts,":[92,216],"not":[93,140],"claims":[94,130,277],"named":[97],"implementation":[98],"conforms":[99],"merely":[100],"by":[101],"existing.":[102],"central":[104],"unit":[105],"observability":[107],"is":[108],"scoped":[110],"claim:":[111],"subject,":[112],"proposition,":[113],"identity,":[114],"valid":[115],"time,":[116,118],"transaction":[117],"observer,":[119],"method,":[120],"confidence,":[122],"known":[124],"remainder.":[125,229],"Receipts":[126],"may":[127],"bind":[128],"such":[129],"make":[132],"later":[133],"recomputation":[134],"possible,":[135],"but":[136,239],"hash-chain":[137],"integrity":[138],"does":[139],"prove":[141,207],"an":[143,226],"effect":[144,164],"occurred,":[145],"all":[147,208],"relevant":[148],"pathways":[149],"were":[150],"mediated,":[151],"or":[152],"observing":[155],"mechanism":[156],"was":[157],"correct.":[158],"therefore":[160,252],"separates":[161],"production,":[163],"observation,":[165],"verification,":[166],"assessment,":[168],"epistemic":[170],"projection.":[171],"also":[174],"generalizes":[175],"display-fidelity":[177],"problem.":[178],"A":[179,197],"domain":[180],"model,":[181],"widget":[182],"tree,":[183,185],"accessibility":[184],"rendered":[186],"pixels,":[187],"user":[188],"interaction":[189],"path,":[190],"human":[192],"interpretation":[193],"different":[195],"surfaces.":[196],"self-issued":[198],"fidelity":[199],"receipt":[200],"comparing":[201],"two":[202],"correlated":[203],"internal":[204],"representations":[205],"cannot":[206],"them.":[210],"Display":[211],"assurance":[212],"requires":[213],"declared":[214],"correspondence":[215],"independent":[217],"observers":[218],"appropriate":[219],"to":[220],"each":[221],"layer,":[222],"negative":[223],"controls,":[224],"explicit":[227],"unobserved":[228],"source":[231],"reports":[232],"prior":[233],"clean-room":[234],"builds":[235],"application":[237],"metrics,":[238],"supplies":[240],"no":[241],"exact":[242],"artifact-and-evidence":[243],"package":[244],"in":[245],"this":[246],"version-family":[247],"head.":[248],"Those":[249],"values":[250],"retained":[253],"targets":[256],"rather":[257],"promoted":[259],"empirical":[261],"results.":[262],"candidate":[264],"specifies":[265],"required":[268],"for":[269],"self-application,":[270],"coverage,":[271],"convergence,":[272],"display":[273],"fidelity,":[274],"cost":[276],"while":[278],"preserving":[279],"architecture":[281],"reversible":[284],"author-review":[285],"proposal.":[286]},"counts_by_year":[],"updated_date":"2026-11-02T09:45:03.842371","created_date":"2026-11-01T00:00:00"}
