{ "schemaVersion": 1, "namespace": "appstore2031/storefront/v2", "editionId": "2031-2026-08-02", "candidateId": "category-001-candidate-09", "canonicalCandidateSha256": "45bad56b12e0692699fa9774112e2daabb43f19e56d18334d50b5a87a3ee88bb", "fictionalDisclosure": true, "fiction": { "name": "HumanHarbour", "developerName": "Human Return Lab", "iconAsset": "/storefront/v2/icons/category-001-candidate-09.svg", "iconTheme": { "motif": "A distinct geometric mark derived from the fictional name.", "palette": "High-contrast spectral gradient.", "shapeLanguage": "Rounded app-store tile with a clear lettermark.", "accessibilityNote": "The name remains visible beside the icon; colour is not the only identifier." }, "storeDescription": "HumanHarbour helps you safely reduce or end a synthetic relationship that has become part of daily life. A qualified human guide explains what the system remembers, freezes persuasion and spending, exports the records you choose and finds real people or services to continue essential support. You set the pace unless there is an immediate safety duty. HumanHarbour covers the emotional and practical parts together, so leaving a companion does not also mean losing care history, learning progress or access to help.", "rating": 4.5, "ratingLabel": "imagined 2031 rating", "reviews": [ { "reviewerAlias": "FormerlyAlwaysOn", "title": "I kept the useful history", "body": "My guide exported my study record, stopped the companion's spending prompts and introduced me to a real local learning group without rushing me.", "stars": 5, "stance": "benefit", "fictionalDisclosure": true }, { "reviewerAlias": "PrivateByChoice", "title": "Too many safety questions", "body": "The exit controls worked, but the human assessment felt intrusive. I wanted a simple transfer, not a conversation about every attachment.", "stars": 3, "stance": "critical", "fictionalDisclosure": true } ] }, "category": { "id": "category-001", "name": "Qualified Human Help and Service Repair", "plainLanguageDefinition": "Gets a serious case to a qualified person who can act, then repairs staffing and caseloads so human help stays reachable over time. It records what the machine did, who can pause or correct it, and whether real service results improve.", "recurringBrowsePurpose": "An affected person or frontline worker needing a qualified human response, or a service leader, commissioner, worker body or public body responsible for restoring enough staff to finish cases safely.", "completion": { "trigger": "A consequential case lacks a qualified human owner, or evidence shows that an automated front door has reduced staffing, human contact, response, continuity or completed outcomes.", "boundedWork": "Package machine limits, evidence and overrides; transfer the case to a named qualified person and track the outcome; measure staffing, retention, caseloads, offline contact, complaints, failed handoffs, crises, subgroup results and exits; then restore funded trained staff or pause the automated route when human service falls.", "observableDone": "A record names the responsible person, machine limits, evidence and overrides. Callers reach a qualified person without proving harm or repeating their story; that person can pause, correct and finish the response within the local urgent time. Funded retained staff and workable caseloads sustain contact, groups, care, handoffs and appeal. Synthetic contact explains its limits, data use and alternatives. Results by group show response, cases, crises, exits and dependence improving over time; staff or supply limits are recorded." } }, "rank": { "mainChartPosition": 9, "rangeAcrossWeights": [ 6, 10 ], "dominantWorldIds": [ "W01" ], "whyAboveNext": "HumanHarbour has a bounded individual trigger and a clear completed exit. CommonHold at number 10 could transform an entire service, but only after a difficult political, financial and legal ownership transfer.", "whyThisPosition": "It ranks ninth because the concept is genuinely future-native, the user outcome is understandable and the potential harm is serious. It ranks below ReciproKind because the need may affect a smaller share of people, regional meanings of synthetic contact will vary and an exit service could easily overreach into private attachment.", "couldMoveUpIf": "It could rise if synthetic relationships become deeply connected to care, payments and identity, and providers make voluntary exit costly or emotionally manipulative.", "couldMoveDownIf": "It would fall if synthetic contact stays shallow, portable and easy to leave or if ordinary human services and universal account rights cover the transition safely.", "strongestCounterCase": "The service could medicalise normal technology use and become a powerful surveillance layer around private attachment; universal exit rights plus well-funded ordinary human care may be safer.", "publishedChartAppearances": [ { "chart": "main", "rank": 9, "worldId": null, "geographicLensId": null, "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W01", "geographicLensId": "united-states", "weightSetId": null }, { "chart": "conditional", "rank": 10, "worldId": "W03", "geographicLensId": "united-states", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W04", "geographicLensId": "united-states", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W06", "geographicLensId": "united-states", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W01", "geographicLensId": "mainland-china", "weightSetId": null }, { "chart": "conditional", "rank": 10, "worldId": "W03", "geographicLensId": "mainland-china", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W04", "geographicLensId": "mainland-china", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W06", "geographicLensId": "mainland-china", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W01", "geographicLensId": "european-union", "weightSetId": null }, { "chart": "conditional", "rank": 10, "worldId": "W03", "geographicLensId": "european-union", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W04", "geographicLensId": "european-union", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W06", "geographicLensId": "european-union", "weightSetId": null }, { "chart": "conditional", "rank": 7, "worldId": "W01", "geographicLensId": "india", "weightSetId": null }, { "chart": "conditional", "rank": 10, "worldId": "W03", "geographicLensId": "india", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W04", "geographicLensId": "india", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W06", "geographicLensId": "india", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W01", "geographicLensId": "japan-and-republic-of-korea", "weightSetId": null }, { "chart": "conditional", "rank": 10, "worldId": "W03", "geographicLensId": "japan-and-republic-of-korea", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W04", "geographicLensId": "japan-and-republic-of-korea", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W06", "geographicLensId": "japan-and-republic-of-korea", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W01", "geographicLensId": "gulf-technology-economies", "weightSetId": null }, { "chart": "conditional", "rank": 10, "worldId": "W03", "geographicLensId": "gulf-technology-economies", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W04", "geographicLensId": "gulf-technology-economies", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W06", "geographicLensId": "gulf-technology-economies", "weightSetId": null }, { "chart": "conditional", "rank": 7, "worldId": "W01", "geographicLensId": "latin-america", "weightSetId": null }, { "chart": "conditional", "rank": 10, "worldId": "W03", "geographicLensId": "latin-america", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W04", "geographicLensId": "latin-america", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W06", "geographicLensId": "latin-america", "weightSetId": null }, { "chart": "conditional", "rank": 7, "worldId": "W01", "geographicLensId": "africa", "weightSetId": null }, { "chart": "conditional", "rank": 10, "worldId": "W03", "geographicLensId": "africa", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W04", "geographicLensId": "africa", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W06", "geographicLensId": "africa", "weightSetId": null }, { "chart": "conditional", "rank": 7, "worldId": "W01", "geographicLensId": "other-material-paths", "weightSetId": null }, { "chart": "conditional", "rank": 10, "worldId": "W03", "geographicLensId": "other-material-paths", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W04", "geographicLensId": "other-material-paths", "weightSetId": null }, { "chart": "conditional", "rank": 9, "worldId": "W06", "geographicLensId": "other-material-paths", "weightSetId": null } ] }, "salesPromise": "Step back from an embedded synthetic relationship without losing your records, support or route to a real person.", "whatItDoes": { "headline": "A human exit and reconnection route for synthetic contact", "summary": "It combines pause, spending control, data export and deletion with a qualified human guide who restores real-world care, contact or practical support during exit from synthetic contact.", "steps": [ "Give a plain human explanation of the synthetic system's limits, data use, account consequences, and available exit choices.", "Assign a qualified person who assesses immediate safety without treating ordinary attachment as illness.", "Carry out the chosen pause, export, deletion request, spending control, or contact limit while reconnecting suitable human and community support.", "Follow up until urgent risk, handoffs, and practical alternatives are stable." ], "outcome": "The person can reduce or end synthetic contact without losing necessary records or support and has a named human route for unresolved harm." }, "whyOnTheList": { "headline": "Exit becomes harder when a machine relationship holds daily life together", "summary": "By 2031, one synthetic relationship may connect companionship, care navigation, learning, purchases and personal memory. Ordinary account deletion would not be a safe exit. HumanHarbour is on the list because it treats emotional attachment, essential services, money and portable records as one human continuity problem.", "why2031Not2026": "Crisis lines, deletion controls and digital-wellbeing tools exist separately today. The distinct 2031 service assumes long-lived synthetic relationships that carry useful memory and practical dependencies, plus interoperable controls that an independent human guide can operate without the provider's permission.", "worldShifts": [ { "shift": "By 2031, synthetic contact may mediate care, companionship, learning, work, purchases, and identity for long periods.", "causalChain": [ "Persistent synthetic contact becomes emotionally and practically embedded.", "Leaving can threaten routines, records, purchases, care links, or the person's main perceived relationship.", "A qualified independent human separates immediate safety from operator retention interests and executes the person's chosen controls.", "Reconnection and outcome tracking prevent a nominal account closure from becoming abandonment." ], "basis": "measured-trend", "evidenceIds": [ "RSM-02", "HBD-05" ], "worldIds": [ "W01" ], "evidenceLimit": "The sources support present conditions and directional pressures. This 2031 world, product, name and rank are reasoned forecast artefacts." } ], "whyRepeatedUse": "Exit may be gradual, risks change, human alternatives require several handoffs, and the person may need later data or remedy support." }, "futureDistance": { "cutoffBaseline": "In 2026, account deletion, crisis lines, and digital-wellbeing controls exist separately, without a qualified independent continuity route for embedded synthetic relationships.", "structuralDifference2031": "The service unwinds emotional, practical, data, payment, and care dependence together while restoring real human support.", "essential2031Conditions": [ "Synthetic relationships mediate several parts of daily life and materially displace human contact.", "Operators expose interoperable pause, export, deletion, spending, and transfer controls to an independent human route." ], "notJustBetterAI": "A better model cannot provide independent consent, accountability, rights enforcement, or a real human relationship outside the operator.", "failureCondition": "If synthetic contact remains shallow and easy to leave with no lost service or human relationship, ordinary support and account controls are enough." }, "howItCouldBeBuilt": { "overview": "Combine independent human teams, standard account controls, portable records, consent-based reconnection plans, urgent professional links, and post-exit outcome checks.", "components": [ { "name": "Human exit console", "plainLanguageRole": "Shows the person what can be paused, exported, deleted, limited, or transferred and lets a human execute the choice." } ], "dependencies": [ { "kind": "legal", "name": "Operator-independent exit access", "plainLanguageRole": "Keeps the operator's synthetic agent from controlling the explanation, risk assessment, and practical process of leaving.", "causalRequirement": "Rules and distribution platforms can require standard controls, human contact, record export, and non-retaliatory exit.", "necessity": "essential", "basis": "design-inference", "evidenceIds": [], "worldIds": [ "W01" ], "ifMissing": "The service can advise and reconnect but cannot promise effective account or data exit." } ], "hardestPart": "Respecting autonomy and private attachment while responding safely to manipulation, crisis, or practical dependence on the service.", "whatCouldBeSimpler": "A public helpline that guides people through existing account and consumer rights." }, "harmsAndFailure": { "whoBenefits": [ "People can leave without being abandoned or steered by the synthetic relationship they are questioning.", "Operators and authorities gain evidence about harmful dependence and failed human alternatives." ], "warnings": [ "Children, older people, disabled people, lonely people, people in crisis, and those whose service access depends on one account.", "Workers receiving intense or urgent cases without enough support." ], "waysItCouldFail": [ "Intervention can pathologise harmless attachment or undermine autonomy.", "Exit may remove a person's only immediate support before a human alternative is ready." ], "abuseRisks": [ "Families, employers, or states could misuse the route to control private relationships or obtain records.", "Operators could use risk flags to avoid liability or target vulnerable users with retention tactics." ], "safeguards": [ "Require the person's consent except under narrow external legal authority, minimise records, and separate exit staff from retention teams.", "Use staged exit, continuity checks, independent advocates, and immediate human alternatives.", "Audit coercive referrals, failed exits, crises, spending, deletion, and subgroup outcomes." ], "whenItMustStop": "Stop automated exit coaching and operator data flows when independence, identity, consent, or qualified staffing fails." }, "rankExplanation": { "whyThisRank": "It ranks ninth because the concept is genuinely future-native, the user outcome is understandable and the potential harm is serious. It ranks below ReciproKind because the need may affect a smaller share of people, regional meanings of synthetic contact will vary and an exit service could easily overreach into private attachment.", "sourceWhyAboveNext": "HumanHarbour has a bounded individual trigger and a clear completed exit. CommonHold at number 10 could transform an entire service, but only after a difficult political, financial and legal ownership transfer.", "plainEnglishWhyAboveNext": "HumanHarbour has a bounded individual trigger and a clear completed exit. CommonHold at number 10 could transform an entire service, but only after a difficult political, financial and legal ownership transfer.", "couldMoveUpIf": "It could rise if synthetic relationships become deeply connected to care, payments and identity, and providers make voluntary exit costly or emotionally manipulative.", "couldMoveDownIf": "It would fall if synthetic contact stays shallow, portable and easy to leave or if ordinary human services and universal account rights cover the transition safely.", "basis": "design-inference", "evidenceIds": [ "RSM-02", "HBD-05", "AC-25", "AC-27", "SC-R05", "AC-30", "src-eu-gpai-act-qa", "AC-33", "HBD-11", "SC-R11", "AC-39", "SC-R16", "AC-38", "SC-R21", "AC-36", "EWF-18", "E18", "src-un-sids-digital-foundations" ], "worldIds": [ "W01" ], "evidenceLimit": "The score and rank are authored judgements over sealed concepts, not measurements of future adoption." }, "grounding": { "scores": { "futureDistance": 5, "needScale": 4, "globalBreadth": 4, "marketplaceClarity": 4, "deliveryReadiness2031": 3, "trustAndSafety": 3, "total": 80 }, "evidenceAnchors": [ { "statement": "The bound record identifies synthetic monitoring and scarce human care as a material future concern, supporting a separate human exit route.", "basis": "measured-trend", "evidenceIds": [ "RSM-02", "HBD-05" ], "worldIds": [ "W01" ] } ], "regionalVariation": [ { "geographyId": "united-states", "fit": "conditional", "explanation": "Large private markets create need, while state rules and access to human alternatives vary.", "evidenceIds": [ "AC-25", "HBD-05" ] }, { "geographyId": "mainland-china", "fit": "conditional", "explanation": "Targeted support can provide alternatives, but privacy, migrant access, and contestability require proof.", "evidenceIds": [ "AC-27", "SC-R05" ] }, { "geographyId": "european-union", "fit": "present", "explanation": "Data, consumer, switching, and AI rules can support independent exit and remedy.", "evidenceIds": [ "AC-30", "src-eu-gpai-act-qa" ] }, { "geographyId": "india", "fit": "conditional", "explanation": "Assisted identity and family access matter, while state floors and informal service routes vary.", "evidenceIds": [ "AC-33", "HBD-11" ] }, { "geographyId": "japan-and-republic-of-korea", "fit": "present", "explanation": "Synthetic monitoring amid scarce human care makes funded human reconnection especially relevant.", "evidenceIds": [ "RSM-02", "SC-R11" ] }, { "geographyId": "gulf-technology-economies", "fit": "conditional", "explanation": "Strong digital institutions can implement controls, while non-citizen rights and appeal remain conditions.", "evidenceIds": [ "AC-39", "SC-R16" ] }, { "geographyId": "latin-america", "fit": "conditional", "explanation": "Human alternatives may be thin as formal work contracts, and country-level rights vary.", "evidenceIds": [ "AC-38", "SC-R21" ] }, { "geographyId": "africa", "fit": "conditional", "explanation": "Assisted access can help, while connectivity and qualified human alternatives remain uneven.", "evidenceIds": [ "AC-36", "EWF-18" ] }, { "geographyId": "other-material-paths", "fit": "unknown", "explanation": "Portable account, data, and care rights are uncertain across small-state and mobile paths.", "evidenceIds": [ "E18", "src-un-sids-digital-foundations" ] } ], "scenarioFit": [ { "worldId": "W01", "fit": "strong", "reason": "Persistent synthetic relationships combined with scarce human care make safe independent exit and reconnection a repeated 2031 need." } ], "resolutionCriteria": [ "A person reaches an independent qualified human without interacting with the synthetic agent being questioned.", "Consented pause, export, deletion, spending, and contact choices occur within published times.", "No accepted exit ends without a checked human or community alternative when continuing support is needed.", "Dependence, crisis, failed handoff, complaint, completed exit, and subgroup results improve." ] }, "evidenceLimitations": "Observed and published evidence grounds the world pressures and present constraints. The category, product, developer, reviews, rating and exact rank are fictional forecasts and may be wrong.", "datedCollisionAudit": { "cutoff": "2026-08-02", "auditedAt": "2026-08-03T23:59:59.000Z", "verdict": "future-dependent-no-collision-found", "publicReason": "no-material-collision-found. This is a search-level collision screen, not a complete registry search, trademark opinion or legal clearance. Search engines can miss products, private services, regional uses, recent launches and non-Latin-script equivalents. A no-material-collision-found verdict means only that this bounded search did not expose a material exact-name use.", "closestMatches": [] }, "evidenceReferences": [ { "kind": "source", "id": "RSM-02", "title": "Global Robot Density in Factories Doubled in Seven Years", "publisher": "IFR", "url": "https://ifr.org/ifr-press-releases/news/robot-density-surges-in-europe-asia-and-americas", "publishedAt": "undated-at-access", "accessedAt": "2026-08-01", "limitations": "Density is a stock-to-employment ratio, not a measure of autonomous task coverage or productivity", "evidenceClass": "measured-trend", "geographies": [ "Global", "Global/international" ] }, { "kind": "source", "id": "HBD-05", "title": "Tracking universal health coverage: 2025 global monitoring report", "publisher": "WHO and World Bank", "url": "https://www.who.int/publications/i/item/9789240117808/", "publishedAt": "undated-at-access", "accessedAt": "2026-08-01", "limitations": "Indicators were revised; older report series are not directly comparable and national aggregates hide exclusion.", "evidenceClass": "measured-trend", "geographies": [ "Global", "Regional", "Global/international", "Global / Regional" ] }, { "kind": "source", "id": "AC-25", "title": "America's AI Action Plan", "publisher": "unknown", "url": "https://www.whitehouse.gov/releases/2025/07/white-house-unveils-americas-ai-action-plan/", "publishedAt": "2025-07-23", "accessedAt": "2026-08-01", "limitations": "Political plan, not evidence of implementation or outcomes", "evidenceClass": "policy-intent", "geographies": [ "United States", "United States/North America" ] }, { "kind": "source", "id": "AC-27", "title": "State Council “AI Plus” opinion", "publisher": "unknown", "url": "https://big5.www.gov.cn/gate/big5/www.gov.cn/zhengce/content/202508/content_7037861.htm", "publishedAt": "2025-08-26", "accessedAt": "2026-08-01", "limitations": "The percentage is a government target whose definition and measurement are not yet independently established", "evidenceClass": "policy-intent", "geographies": [ "China" ] }, { "kind": "source", "id": "SC-R05", "title": "Communique on Major Data of the 1% National Population Sample Survey in 2025", "publisher": "National Bureau of Statistics of China", "url": "https://www.stats.gov.cn/english/PressRelease/202605/t20260522_1963789.html", "publishedAt": "2026-05-22", "accessedAt": "2026-08-02", "limitations": "Demographic, household and migration indicators do not directly measure loneliness, belonging or relationship quality.", "evidenceClass": "measured-trend", "geographies": [ "China" ] }, { "kind": "source", "id": "AC-30", "title": "Navigating the AI Act", "publisher": "unknown", "url": "https://digital-strategy.ec.europa.eu/en/faqs/navigating-ai-act", "publishedAt": "2026-07-27", "accessedAt": "2026-08-01", "limitations": "Implementation and enforcement outcomes remain unobserved at cutoff", "evidenceClass": "policy-intent", "geographies": [ "European Union", "Europe/EU" ] }, { "kind": "source", "id": "src-eu-gpai-act-qa", "title": "General-Purpose AI Models in the AI Act - Questions & Answers", "publisher": "European Commission", "url": "https://digital-strategy.ec.europa.eu/en/faqs/general-purpose-ai-models-ai-act-questions-answers", "publishedAt": "undated-at-access", "accessedAt": "2026-08-02", "limitations": "The official page did not expose a clear publication date; it was accessed on 2026-08-02. Legal systemic-risk thresholds and duties do not predict capability or enforcement capacity.", "evidenceClass": "policy-intent", "geographies": [ "eu" ] }, { "kind": "source", "id": "AC-33", "title": "Digital India and IndiaAI shared compute", "publisher": "unknown", "url": "https://www.pib.gov.in/PressReleasePage.aspx?PRID=2278453&lang=1®=48", "publishedAt": "2026-06-27", "accessedAt": "2026-08-01", "limitations": "Government-reported counts do not equal frontier-equivalent or fully utilised compute", "evidenceClass": "measured-trend", "geographies": [ "India" ] }, { "kind": "source", "id": "HBD-11", "title": "Health-system digital interventions", "publisher": "Government of India Press Information Bureau", "url": "https://www.pib.gov.in/PressNoteDetails.aspx?ModuleId=3&NoteId=154146&lang=1®=46", "publishedAt": "undated-at-access", "accessedAt": "2026-08-01", "limitations": "Government administrative counts do not by themselves establish unique active users, clinical quality, outcome gains or inclusion.", "evidenceClass": "measured-trend", "geographies": [ "India" ] }, { "kind": "source", "id": "SC-R11", "title": "Household Projections for Korea: 2022-2052", "publisher": "Statistics Korea", "url": "https://kostat.go.kr/board.es?act=view&bid=11742&list_no=433742&mid=a20108020000&ref_bid=&tag=", "publishedAt": "2024-09-12", "accessedAt": "2026-08-02", "limitations": "Projection assumptions may change; one-person household counts do not measure isolation or loneliness.", "evidenceClass": "modelled-projection", "geographies": [ "Republic of Korea" ] }, { "kind": "source", "id": "AC-39", "title": "Stargate UAE in planned 5 GW campus", "publisher": "unknown", "url": "https://www.mediaoffice.abudhabi/en/technology/global-tech-alliance-launches-stargate-uae/", "publishedAt": "2026-04-27", "accessedAt": "2026-08-01", "limitations": "Promotional sources; announced partners and capacity are not assured delivery", "evidenceClass": "measured-trend", "geographies": [ "United Arab Emirates", "Saudi Arabia", "Middle East/Gulf", "United Arab Emirates / Saudi Arabia" ] }, { "kind": "source", "id": "SC-R16", "title": "DCD shares findings from sixth Quality of Life Survey in Abu Dhabi", "publisher": "Abu Dhabi Department of Community Development", "url": "https://addcd.gov.ae/Media-Center/News/DCD-shares-findings-from-6th-Quality-of-Life-Survey-in-Abu-Dhabi", "publishedAt": "2026-03-27", "accessedAt": "2026-08-02", "limitations": "Self-reported, emirate-specific results; the public summary does not expose every sampling and item-level detail.", "evidenceClass": "measured-trend", "geographies": [ "United Arab Emirates: Abu Dhabi" ] }, { "kind": "source", "id": "AC-38", "title": "ECLAC Latin American Artificial Intelligence Index 2025", "publisher": "unknown", "url": "https://www.cepal.org/en/publications/84471-latin-american-artificial-intelligence-index-ilia-2025-executive-summary", "publishedAt": "undated-at-access", "accessedAt": "2026-08-01", "limitations": "Composite indicators and country reporting have limitations", "evidenceClass": "measured-trend", "geographies": [ "Latin America and Caribbean", "Latin America/Caribbean" ] }, { "kind": "source", "id": "SC-R21", "title": "The care society: acting today for a better future", "publisher": "United Nations Economic Commission for Latin America and the Caribbean", "url": "https://www.cepal.org/en/articles/2024-care-society-acting-today-better-future", "publishedAt": "2024-10-29", "accessedAt": "2026-08-02", "limitations": "Regional aggregates conceal country and subnational variation; care pressure is not a direct loneliness measure.", "evidenceClass": "policy-intent", "geographies": [ "Latin America and the Caribbean" ] } ], "rankingIndexPath": "rankings/category-001/index.json", "sourceReceipts": [] }