{"id":"https://openalex.org/W7171869958","doi":"https://doi.org/10.48550/arxiv.2607.27029","title":"Anticipatory Data Governance in the Age of AI: Emerging Signals in Data Access, Reuse, and Sovereignty","display_name":"Anticipatory Data Governance in the Age of AI: Emerging Signals in Data Access, Reuse, and Sovereignty","publication_year":2026,"publication_date":"2026-07-29","ids":{"openalex":"https://openalex.org/W7171869958","doi":"https://doi.org/10.48550/arxiv.2607.27029"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2607.27029","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.27029","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.2607.27029","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5144002579","display_name":"Adam Zable","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zable, Adam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5144021638","display_name":"Stefaan Verhulst","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Verhulst, Stefaan","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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.14820000529289246,"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"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.14820000529289246,"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/T12943","display_name":"COVID-19 Digital Contact Tracing","score":0.09629999846220016,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11937","display_name":"Research Data Management Practices","score":0.0794999971985817,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/data-governance","display_name":"Data governance","score":0.6818000078201294},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.6208999752998352},{"id":"https://openalex.org/keywords/deliberation","display_name":"Deliberation","score":0.5701000094413757},{"id":"https://openalex.org/keywords/sovereignty","display_name":"Sovereignty","score":0.5393000245094299},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.5321000218391418},{"id":"https://openalex.org/keywords/futures-studies","display_name":"Futures studies","score":0.5098000168800354},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.44519999623298645},{"id":"https://openalex.org/keywords/qualitative-property","display_name":"Qualitative property","score":0.37369999289512634},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.36500000953674316},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.3499999940395355}],"concepts":[{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.6818000078201294},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.6208999752998352},{"id":"https://openalex.org/C2776946740","wikidata":"https://www.wikidata.org/wiki/Q358652","display_name":"Deliberation","level":3,"score":0.5701000094413757},{"id":"https://openalex.org/C186229450","wikidata":"https://www.wikidata.org/wiki/Q42008","display_name":"Sovereignty","level":3,"score":0.5393000245094299},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.5321000218391418},{"id":"https://openalex.org/C64848388","wikidata":"https://www.wikidata.org/wiki/Q188867","display_name":"Futures studies","level":2,"score":0.5098000168800354},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.44519999623298645},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.4101000130176544},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.39500001072883606},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.37369999289512634},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.36500000953674316},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3513999879360199},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.3499999940395355},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3497999906539917},{"id":"https://openalex.org/C2777408017","wikidata":"https://www.wikidata.org/wiki/Q1523191","display_name":"Governmentality","level":3,"score":0.3400000035762787},{"id":"https://openalex.org/C201960208","wikidata":"https://www.wikidata.org/wiki/Q159385","display_name":"Geopolitics","level":3,"score":0.3328000009059906},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.32519999146461487},{"id":"https://openalex.org/C2776310101","wikidata":"https://www.wikidata.org/wiki/Q1524235","display_name":"Global governance","level":3,"score":0.31850001215934753},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.31679999828338623},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.31200000643730164},{"id":"https://openalex.org/C69360830","wikidata":"https://www.wikidata.org/wiki/Q1172237","display_name":"Data Protection Act 1998","level":2,"score":0.31119999289512634},{"id":"https://openalex.org/C3116431","wikidata":"https://www.wikidata.org/wiki/Q31728","display_name":"Public administration","level":1,"score":0.2994000017642975},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.28529998660087585},{"id":"https://openalex.org/C512654426","wikidata":"https://www.wikidata.org/wiki/Q19652","display_name":"Public domain","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.27900001406669617},{"id":"https://openalex.org/C2778132726","wikidata":"https://www.wikidata.org/wiki/Q1096872","display_name":"Digital Revolution","level":2,"score":0.2759999930858612},{"id":"https://openalex.org/C121426985","wikidata":"https://www.wikidata.org/wiki/Q591763","display_name":"Private sector","level":2,"score":0.27549999952316284},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2750999927520752},{"id":"https://openalex.org/C67497173","wikidata":"https://www.wikidata.org/wiki/Q977345","display_name":"Legal aspects of computing","level":3,"score":0.2727000117301941},{"id":"https://openalex.org/C517642484","wikidata":"https://www.wikidata.org/wiki/Q2388514","display_name":"Intelligence analysis","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C2775975177","wikidata":"https://www.wikidata.org/wiki/Q15118772","display_name":"E-governance","level":3,"score":0.26030001044273376},{"id":"https://openalex.org/C555826173","wikidata":"https://www.wikidata.org/wiki/Q7174","display_name":"Democracy","level":3,"score":0.25999999046325684},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2565000057220459},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.251800000667572},{"id":"https://openalex.org/C106306483","wikidata":"https://www.wikidata.org/wiki/Q183984","display_name":"Futures contract","level":2,"score":0.2515000104904175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2607.27029","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.27029","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.2607.27029","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.27029","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/9","display_name":"Industry, innovation and infrastructure","score":0.567840576171875}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"reports":[2],"findings":[3],"from":[4,178],"a":[5,50,130,233],"structured":[6],"participatory":[7],"foresight":[8],"study":[9],"comprising":[10],"two":[11],"expert":[12],"forecasting":[13],"studios":[14,24],"convened":[15],"by":[16],"The":[17,23,212],"GovLab":[18],"between":[19],"2025":[20],"and":[21,34,43,58,64,74,98,122,126,135,142,164,188,191,206],"2026.":[22],"brought":[25],"together":[26],"nineteen":[27],"senior":[28],"practitioners":[29],"spanning":[30],"official":[31],"statistics,":[32],"digital":[33,181],"trade":[35],"policy,":[36],"open":[37],"science,":[38],"AI":[39,179],"governance,":[40,180],"geospatial":[41],"systems,":[42],"public-sector":[44],"innovation":[45],"across":[46,120,166],"multiple":[47],"jurisdictions.":[48],"Applying":[49],"qualitative":[51],"signal-scanning":[52],"methodology":[53],"grounded":[54],"in":[55,69,159],"the":[56,86,104,148,167,219],"horizon-scanning":[57],"anticipatory-governance":[59],"traditions,":[60],"we":[61,192],"elicited,":[62],"clustered,":[63],"thematically":[65],"synthesized":[66],"emerging":[67],"developments":[68],"data":[70,93,107,109,173,198],"access,":[71],"governance,and":[72],"reuse,":[73],"stress-tested":[75],"them":[76],"against":[77],"practitioner":[78],"experience.":[79],"We":[80,145,170],"identify":[81],"seven":[82],"convergent":[83],"signals:":[84],"(1)":[85],"open-data":[87],"paradigm":[88],"is":[89,102,111,118,175,214],"under":[90],"strain;":[91],"(2)":[92],"ecosystems":[94],"are":[95,128],"becoming":[96,112,176],"machine-centric":[97],"AI-mediated;":[99],"(3)":[100],"inference":[101],"reshaping":[103],"foundations":[105],"of":[106,201,235],"governance;(4)":[108],"infrastructure":[110],"harder":[113],"to":[114],"sustain;":[115],"(5)":[116],"governance":[117,174,199],"fragmenting":[119],"institutions":[121],"jurisdictions;":[123],"(6)":[124],"sovereignty":[125],"security":[127],"driving":[129],"turn":[131],"toward":[132],"strategic":[133],"control;":[134],"(7)":[136],"data-sharing":[137],"models":[138],"require":[139],"stronger":[140],"incentives":[141],"benefit-sharing":[143],"mechanisms.":[144],"further":[146],"map":[147],"reinforcing":[149],"feedback":[150],"loops":[151],"that":[152,172],"couple":[153],"these":[154],"signals,":[155],"showing":[156],"how":[157],"interventions":[158],"one":[160],"domain":[161],"propagate":[162],"risks":[163],"opportunities":[165,208],"wider":[168],"ecosystem.":[169],"argue":[171],"inseparable":[177],"public":[182],"infrastructure,":[183],"economic":[184],"strategy,":[185],"democratic":[186],"resilience,":[187],"geopolitical":[189],"competition,":[190],"outline":[193],"an":[194,222],"agenda":[195],"for":[196,225],"anticipatory":[197],"capable":[200],"adapting":[202],"before":[203],"dependencies,":[204],"risks,":[205],"missed":[207],"become":[209],"locked":[210],"in.":[211],"contribution":[213],"diagnostic":[215],"rather":[216],"than":[217],"predictive:":[218],"signals":[220],"offer":[221],"evidence-informed":[223],"framework":[224],"reasoning":[226],"about":[227],"structural":[228],"shifts":[229],"already":[230],"underway,":[231],"not":[232],"forecast":[234],"specific":[236],"technological":[237],"outcomes.":[238]},"counts_by_year":[],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2026-07-31T00:00:00"}