{ "schemaVersion": 1, "namespace": "appstore2031/storefront/v2", "editionId": "2031-2026-08-02", "candidateId": "category-002-candidate-09", "canonicalCandidateSha256": "6aa61d7a01096872db5cb872987eab81b9d4ec5d9001df7219157eaa69e77b06", "fictionalDisclosure": true, "fiction": { "name": "ClaimTide", "developerName": "Current Claim Registry", "iconAsset": "/storefront/v2/icons/category-002-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": "ClaimTide is a fictional live evidence seal for supervised machine work. It binds an independent test to the exact software, tools, workplace, staffing and recovery setup that passed. When one of those changes, the seal shows which claims are suspended and sends only the affected parts for retesting. Workers and suppliers can challenge a change record. Buyers see current proof, the reason it changed and the expected retest date instead of trusting a badge that quietly went stale.", "rating": 4.6, "ratingLabel": "imagined 2031 rating", "reviews": [ { "reviewerAlias": "ProcurePriya", "title": "Stopped us buying yesterday's proof", "body": "A staffing change had removed the rescue capacity used in the original test. ClaimTide suspended the claim before our renewal decision.", "stars": 5, "stance": "benefit", "fictionalDisclosure": true }, { "reviewerAlias": "ChangeLead88", "title": "Too many changes were labelled material", "body": "The challenge route worked, but several harmless workflow edits paused the seal and created a retest queue we could not clear quickly.", "stars": 3, "stance": "critical", "fictionalDisclosure": true } ] }, "category": { "id": "category-002", "name": "Independent Proof That Work Really Finishes", "plainLanguageDefinition": "Forecast services that test bold machine and service claims in the real places where they must work. They expose hidden human rescue, broken hand-offs, delayed harm, physical damage and failed recovery, then produce evidence that buyers and affected people can challenge.", "recurringBrowsePurpose": "A buyer, safety body, assurance lab, standards body, regulator, insurer, worker body, outside researcher or affected group that needs evidence stronger than fluent output or supplier-run checks.", "completion": { "trigger": "A consequential capability or service claim lacks fresh outside evidence from a setting, time period and affected group that match the intended use.", "boundedWork": "Run independently chosen hard-case trials, observe complete work and human rescue, record the domain's exposure, uptime, energy, harm and recovery fields, repeat checks for lasting effects, publish methods, costs and limits, and support retesting when the service or setting changes.", "observableDone": "The caller receives a reproducible packet covering completion, intervention, damage, recovery, excluded settings, baseline and follow-up results, test cost and a dated retest rule. It shows when regional conditions match and names any failed claim, responsible operator and correction route." } }, "rank": { "mainChartPosition": 5, "rangeAcrossWeights": [ 2, 8 ], "dominantWorldIds": [ "W01" ], "whyAboveNext": "It ranks above SiteMettle because keeping proof current applies to digital, social and physical systems, while a mobile physical rig serves a smaller set of material sites.", "whyThisPosition": "It ranks fifth because stale evidence could affect almost every other app in this category, giving it high scale and global relevance. Its marketplace action is also clear: bind, monitor, suspend and retest claims. It sits below MemoryExit Relay on the tie-break because much of its job could be added to existing certification systems, and constant change monitoring could create worker surveillance or supplier-controlled paperwork.", "couldMoveUpIf": "It could move into the top three if procurement systems recognise common material-change receipts and workers gain protected power to trigger retesting.", "couldMoveDownIf": "It would fall if deployments stabilise, certification bodies shorten expiries, or change feeds become too incomplete and gameable to trust.", "strongestCounterCase": "Existing certification bodies could issue narrower version scopes and shorter expiry periods, avoiding a new live-monitoring layer and reducing surveillance of workplaces and workers.", "publishedChartAppearances": [ { "chart": "main", "rank": 5, "worldId": null, "geographicLensId": null, "weightSetId": null }, { "chart": "conditional", "rank": 2, "worldId": "W01", "geographicLensId": "united-states", "weightSetId": null }, { "chart": "conditional", "rank": 8, "worldId": "W04", "geographicLensId": "united-states", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "united-states", "weightSetId": null }, { "chart": "conditional", "rank": 2, "worldId": "W01", "geographicLensId": "mainland-china", "weightSetId": null }, { "chart": "conditional", "rank": 8, "worldId": "W04", "geographicLensId": "mainland-china", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "mainland-china", "weightSetId": null }, { "chart": "conditional", "rank": 2, "worldId": "W01", "geographicLensId": "european-union", "weightSetId": null }, { "chart": "conditional", "rank": 8, "worldId": "W04", "geographicLensId": "european-union", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "european-union", "weightSetId": null }, { "chart": "conditional", "rank": 2, "worldId": "W01", "geographicLensId": "india", "weightSetId": null }, { "chart": "conditional", "rank": 8, "worldId": "W04", "geographicLensId": "india", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "india", "weightSetId": null }, { "chart": "conditional", "rank": 2, "worldId": "W01", "geographicLensId": "japan-and-republic-of-korea", "weightSetId": null }, { "chart": "conditional", "rank": 8, "worldId": "W04", "geographicLensId": "japan-and-republic-of-korea", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "japan-and-republic-of-korea", "weightSetId": null }, { "chart": "conditional", "rank": 2, "worldId": "W01", "geographicLensId": "gulf-technology-economies", "weightSetId": null }, { "chart": "conditional", "rank": 8, "worldId": "W04", "geographicLensId": "gulf-technology-economies", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "gulf-technology-economies", "weightSetId": null }, { "chart": "conditional", "rank": 2, "worldId": "W01", "geographicLensId": "latin-america", "weightSetId": null }, { "chart": "conditional", "rank": 8, "worldId": "W04", "geographicLensId": "latin-america", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "latin-america", "weightSetId": null }, { "chart": "conditional", "rank": 2, "worldId": "W01", "geographicLensId": "africa", "weightSetId": null }, { "chart": "conditional", "rank": 8, "worldId": "W04", "geographicLensId": "africa", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "africa", "weightSetId": null }, { "chart": "conditional", "rank": 2, "worldId": "W01", "geographicLensId": "other-material-paths", "weightSetId": null }, { "chart": "conditional", "rank": 8, "worldId": "W04", "geographicLensId": "other-material-paths", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "other-material-paths", "weightSetId": null } ] }, "salesPromise": "Make old proof expire the moment a machine, workplace or rescue plan changes in a meaningful way.", "whatItDoes": { "headline": "Change-Triggered Proof Seal", "summary": "It keeps a signed boundary around a tested work system, receives change notices from suppliers, sites and protected worker channels, and pauses claims that no longer match reality. A targeted retest can restore the proof without pretending the entire old certificate is still valid.", "steps": [ "The operator records a compact boundary for the tested version, tools, data, workforce, site and recovery route.", "Independent monitors receive declared change receipts and worker or incident challenges without continuously copying operational data.", "A material change suspends the seal and starts a targeted retest; the operator then renews, narrows or withdraws the result with reasons." ], "outcome": "The caller sees whether proof is current, exactly what changed, which claims are suspended and when targeted retesting will finish." }, "whyOnTheList": { "headline": "Proof of completion should decay when its conditions do.", "summary": "By 2031, supervised machine work may change too quickly for yearly certificates. A new model release, different tool, smaller fallback team or altered site can break the conditions that made a test pass. ClaimTide would make evidence a living, challengeable state. It matters because a trustworthy test is useless if buyers cannot tell that the system underneath it has materially changed.", "why2031Not2026": "Certificates already have versions and expiry dates, but they rarely treat software, physical tools, human staffing and recovery capacity as one changing work arrangement. This forecast depends on frequent machine-mediated change and portable, challengeable change receipts that can suspend only the affected claim in near real time.", "worldShifts": [ { "shift": "W01 combines widespread supervised use with frequent changes in models, tools and local workflows, so a valid test can become misleading before its calendar expiry.", "causalChain": [ "A completion result is conditional on a release, site and rescue arrangement.", "Material changes alter those conditions while the old badge remains easy to display.", "A change-bound seal makes stale proof visibly suspend and directs scarce testing at the changed assumptions." ], "basis": "measured-trend", "evidenceIds": [ "src-metr-long-tasks-2025", "src-international-ai-safety-report-2026" ], "worldIds": [ "W01" ], "evidenceLimit": "The sources support present conditions and directional pressures. This 2031 world, product, name and rank are reasoned forecast artefacts." } ], "whyRepeatedUse": "The product is the continuing boundary and retest process, not a one-time certificate." }, "futureDistance": { "cutoffBaseline": "In 2026, certificates have versions and expiry dates, but technical, social, physical and recovery changes do not routinely suspend one shared full-job claim.", "structuralDifference2031": "Independent evidence becomes a live, challengeable state bound to the whole work arrangement rather than a static product badge.", "essential2031Conditions": [ "Supervised machine work changes often enough across software, tools, workforce and site that calendar-valid evidence is routinely stale." ], "notJustBetterAI": "The candidate depends on evidence governance and material-change responsibility, not stronger prediction or monitoring.", "failureCondition": "If material deployments change slowly and can be fully recertified on a simple schedule, a conventional expiry date is enough." }, "howItCouldBeBuilt": { "overview": "A signed test-boundary record, change classification process, challenge channel and targeted retest queue keep each result tied to current conditions.", "components": [ { "name": "Proof boundary", "plainLanguageRole": "Lists the release, site, job, people and recovery conditions covered by the result." }, { "name": "Change referee", "plainLanguageRole": "Independently decides whether a declared or reported change suspends all or part of the proof." } ], "dependencies": [ { "kind": "technical-institutional", "name": "Complete and challengeable material-change receipts", "plainLanguageRole": "Lets the seal expire when the tested conditions change, including changes suppliers may prefer not to declare.", "causalRequirement": "Supervised-work buyers can require common change fields and protected worker challenges.", "necessity": "essential", "basis": "design-inference", "evidenceIds": [], "worldIds": [ "W01" ], "ifMissing": "Use a short calendar expiry and state that change-triggered validity is unproven." } ], "hardestPart": "Setting a change threshold that catches real drift without forcing a full retest after every harmless adjustment.", "whatCouldBeSimpler": "A fixed short certificate expiry." }, "harmsAndFailure": { "whoBenefits": [ "Prevents reuse of stale proof", "Targets retesting at material changes" ], "warnings": [ "Small suppliers facing frequent retest", "Workers monitored for workflow changes" ], "waysItCouldFail": [ "Excess cost and delay", "Surveillance", "False renewal after an undeclared change" ], "abuseRisks": [ "Suppliers split a material change into small receipts", "Buyers use suspension as punishment", "A seal operator sells rapid renewals" ], "safeguards": [ "Cumulative-change rules and protected challenges", "Published reasons and fixed review deadlines", "Fees independent of outcome and external audits" ], "whenItMustStop": "Suspend immediately on an undisclosed essential change, evidence tampering or loss of independence." }, "rankExplanation": { "whyThisRank": "It ranks fifth because stale evidence could affect almost every other app in this category, giving it high scale and global relevance. Its marketplace action is also clear: bind, monitor, suspend and retest claims. It sits below MemoryExit Relay on the tie-break because much of its job could be added to existing certification systems, and constant change monitoring could create worker surveillance or supplier-controlled paperwork.", "sourceWhyAboveNext": "It ranks above SiteMettle because keeping proof current applies to digital, social and physical systems, while a mobile physical rig serves a smaller set of material sites.", "plainEnglishWhyAboveNext": "It ranks above SiteMettle because keeping proof current applies to digital, social and physical systems, while a mobile physical rig serves a smaller set of material sites.", "couldMoveUpIf": "It could move into the top three if procurement systems recognise common material-change receipts and workers gain protected power to trigger retesting.", "couldMoveDownIf": "It would fall if deployments stabilise, certification bodies shorten expiries, or change feeds become too incomplete and gameable to trust.", "basis": "design-inference", "evidenceIds": [ "src-metr-long-tasks-2025", "src-international-ai-safety-report-2026", "SC-R01", "SC-R02", "SC-R05", "SC-R06", "SC-R03", "SC-R04", "SC-R21", "SC-R22", "SC-R18", "SC-R19", "src-asean-ai-governance-guide-2024", "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": 4, "needScale": 5, "globalBreadth": 5, "marketplaceClarity": 5, "deliveryReadiness2031": 4, "trustAndSafety": 4, "total": 90 }, "evidenceAnchors": [ { "statement": "The bound evidence reports limited and uneven dependable machine performance, so carrying a result across material change needs fresh proof rather than assumption.", "basis": "measured-trend", "evidenceIds": [ "src-metr-long-tasks-2025", "src-international-ai-safety-report-2026" ], "worldIds": [ "W01" ] } ], "regionalVariation": [ { "geographyId": "united-states", "fit": "conditional", "explanation": "State and provider variation changes disclosure, worker challenge and remedy paths.", "evidenceIds": [ "SC-R01", "SC-R02" ] }, { "geographyId": "mainland-china", "fit": "conditional", "explanation": "Identity-linked change records may help tracing, while independent correction remains a local condition.", "evidenceIds": [ "SC-R05", "SC-R06" ] }, { "geographyId": "european-union", "fit": "conditional", "explanation": "Data rights, portability and cross-border enforcement shape boundary records.", "evidenceIds": [ "SC-R03", "SC-R04" ] }, { "geographyId": "india", "fit": "unknown", "explanation": "No direct regional evidence validates material-change receipts and independent suspension.", "evidenceIds": [] }, { "geographyId": "japan-and-republic-of-korea", "fit": "unknown", "explanation": "Local validity and transfer evidence is absent.", "evidenceIds": [] }, { "geographyId": "gulf-technology-economies", "fit": "unknown", "explanation": "Provider and worker disclosure conditions need separate local evidence.", "evidenceIds": [] }, { "geographyId": "latin-america", "fit": "conditional", "explanation": "Country-specific rights and operational conditions limit transfer.", "evidenceIds": [ "SC-R21", "SC-R22" ] }, { "geographyId": "africa", "fit": "conditional", "explanation": "National capacity, connectivity and physical maintenance records shape feasibility.", "evidenceIds": [ "SC-R18", "SC-R19" ] }, { "geographyId": "other-material-paths", "fit": "conditional", "explanation": "Local infrastructure, norms and fallback require distinct proof boundaries.", "evidenceIds": [ "src-asean-ai-governance-guide-2024", "src-un-sids-digital-foundations" ] } ], "scenarioFit": [ { "worldId": "W01", "fit": "strong", "reason": "Frequent changes to widespread supervised systems make the continuing validity of completion proof a first-order need." } ], "resolutionCriteria": [ "Every current seal resolves to a complete tested boundary and history.", "Material changes suspend affected claims before the old result is reused.", "Targeted retests agree with full retests at a published rate and errors are corrected." ] }, "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-engine snapshot, not a trademark search, company-register search, domain search, app-store clearance or legal opinion. Search indexing and regional coverage are incomplete, and a no-material-collision-found verdict means only that this bounded search did not surface a material exact-name use. It does not establish availability or clearance.", "closestMatches": [ { "title": "Casualty Reinsurance App Name Ideas", "url": "https://blog.boon.so/casualty-reinsurance-industry-app-name-ideas/", "reason": "The exact phrase appears only as one suggestion in a generic naming article; the result does not identify an operating app, software product, technology company or digital service using the name." } ] }, "evidenceReferences": [ { "kind": "source", "id": "src-metr-long-tasks-2025", "title": "Measuring AI Ability to Complete Long Tasks", "publisher": "Model Evaluation and Threat Research", "url": "https://metr.org/blog/2025-03-19-measuring-ai-ability-to-complete-long-tasks/", "publishedAt": "2025-03-19", "accessedAt": "2026-08-02", "limitations": "The task set is weighted toward software and research work. A historical doubling trend does not guarantee continuation or transfer to 30-day, multi-stakeholder assignments.", "evidenceClass": "measured-trend", "geographies": [ "global" ] }, { "kind": "source", "id": "src-international-ai-safety-report-2026", "title": "International AI Safety Report 2026", "publisher": "International AI Safety Report", "url": "https://internationalaisafetyreport.org/publication/international-ai-safety-report-2026", "publishedAt": "2026-02-03", "accessedAt": "2026-08-02", "limitations": "The report synthesises evidence available through December 2025, so later capability claims require separate checks. Trend continuation and risk scenarios are not forecasts, and benchmark progress may not transfer to messy real work.", "evidenceClass": "measured-trend", "geographies": [ "global" ] }, { "kind": "source", "id": "SC-R01", "title": "Our Epidemic of Loneliness and Isolation", "publisher": "United States Department of Health and Human Services, Office of the Surgeon General", "url": "https://www.hhs.gov/sites/default/files/surgeon-general-social-connection-advisory.pdf", "publishedAt": "2023-05-02", "accessedAt": "2026-08-02", "limitations": "Many reported health relationships are observational associations; United States evidence is not globally representative.", "evidenceClass": "measured-trend", "geographies": [ "United States" ] }, { "kind": "source", "id": "SC-R02", "title": "Families and living arrangements: 2022 data", "publisher": "United States Census Bureau", "url": "https://www.census.gov/newsroom/press-releases/2024/families-living-arrangements.html", "publishedAt": "2024-05-30", "accessedAt": "2026-08-02", "limitations": "Household composition is not a measure of loneliness, relationship quality or voluntary solitude.", "evidenceClass": "measured-trend", "geographies": [ "United States" ] }, { "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": "SC-R06", "title": "China targets wider mutual-aid eldercare coverage by 2030", "publisher": "State Council of the People's Republic of China", "url": "https://english.www.gov.cn/news/202604/29/content_WS69f1abd1c6d00ca5f9a0ab18.html", "publishedAt": "2026-04-29", "accessedAt": "2026-08-02", "limitations": "A target is not proof of implementation, equitable access, service quality or social-connection outcomes.", "evidenceClass": "policy-intent", "geographies": [ "China" ] }, { "kind": "source", "id": "SC-R03", "title": "EU Loneliness Survey", "publisher": "European Commission Joint Research Centre", "url": "https://joint-research-centre.ec.europa.eu/projects-and-activities/survey-methods-and-analysis-centre/loneliness/eu-loneliness-survey_en", "publishedAt": "undated-at-access", "accessedAt": "2026-08-02", "limitations": "Online 2022 survey; response and sampling differences limit exact comparisons between countries.", "evidenceClass": "measured-trend", "geographies": [ "European Union member states surveyed in 2022" ] }, { "kind": "source", "id": "SC-R04", "title": "Household composition statistics", "publisher": "Eurostat", "url": "https://ec.europa.eu/eurostat/statistics-explained/SEPDF/cache/29071.pdf", "publishedAt": "undated-at-access", "accessedAt": "2026-08-02", "limitations": "Household form does not measure loneliness or belonging; member-state patterns vary.", "evidenceClass": "measured-trend", "geographies": [ "European Union" ] }, { "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" ] }, { "kind": "source", "id": "SC-R22", "title": "Mental health", "publisher": "Pan American Health Organization", "url": "https://www.paho.org/en/topics/mental-health", "publishedAt": "2026-08-02", "accessedAt": "2026-08-02", "limitations": "Regional treatment-gap and spending summaries are not current service-capacity estimates for each country.", "evidenceClass": "measured-trend", "geographies": [ "Latin America and the Caribbean; Americas where stated" ] }, { "kind": "source", "id": "SC-R18", "title": "Urgent action needed to accelerate mental health progress in African region", "publisher": "World Health Organization Regional Office for Africa", "url": "https://www.afro.who.int/news/urgent-action-needed-accelerate-mental-health-progress-african-region", "publishedAt": "2024-10-10", "accessedAt": "2026-08-02", "limitations": "Regional averages hide large country differences; service inputs do not prove access, quality or outcomes.", "evidenceClass": "measured-trend", "geographies": [ "WHO African Region" ] }, { "kind": "source", "id": "SC-R19", "title": "Ageing in Africa", "publisher": "United Nations Department of Economic and Social Affairs", "url": "https://www.un.org/development/desa/en/news/population/ageing-in-africa.html", "publishedAt": "2016-05-04", "accessedAt": "2026-08-02", "limitations": "Older source and projection; Africa is highly heterogeneous and remains younger than other world regions.", "evidenceClass": "modelled-projection", "geographies": [ "Africa" ] }, { "kind": "source", "id": "src-asean-ai-governance-guide-2024", "title": "ASEAN Guide on AI Governance and Ethics", "publisher": "Association of Southeast Asian Nations", "url": "https://asean.org/wp-content/uploads/2024/02/ASEAN-Guide-on-AI-Governance-and-Ethics_beautified_201223_v2.pdf", "publishedAt": "2024-02-02", "accessedAt": "2026-08-02", "limitations": "The guide is voluntary and focuses on responsible adoption rather than frontier capability. ASEAN member states differ greatly in infrastructure, regulation, income, and implementation capacity.", "evidenceClass": "policy-intent", "geographies": [ "other" ] }, { "kind": "source", "id": "src-un-sids-digital-foundations", "title": "Small Island Developing States", "publisher": "United Nations Department of Economic and Social Affairs", "url": "https://sdgs.un.org/topics/small-island-developing-states", "publishedAt": "undated-at-access", "accessedAt": "2026-08-02", "limitations": "The official topic page did not expose a single reliable publication date; it was accessed on 2026-08-02. It establishes structural constraints and agreed priorities, not a specific AI adoption path.", "evidenceClass": "policy-intent", "geographies": [ "other" ] } ], "rankingIndexPath": "rankings/category-002/index.json", "sourceReceipts": [] }