AI-Enabled Prosperity and EquityMaximize AI-driven productivity and broad-based prosperity while reducing systemic and catastrophic risk and preventing destabilizing concentration of wealth and power.Submitter's Note: The content of this plan was inferred by Grok from a dialog with me, rendered in StratML Part 2 format by ChatGPT, and edited in the XForm at https://stratml.us/forms2/Part2Form.xml.AI Prosperity CoalitionAPCuuid-2f9b5c3a-7c48-4f3c-a1f3-0d8f5e7c8a11A multi-stakeholder coalition coordinating policies, practices, and safeguards that increase aggregate wealth from AI while strengthening equitable distribution and societal resilience.National & Subnational GovernmentsSet rules of the game, fund public goods, and implement fiscal, labor, competition, and safety policy.Policy StewardshipDesign and enforce legal, fiscal, and regulatory mechanisms that align AI deployment with public welfare.PerformerPublic BeneficiaryReceive increased revenues, service capacity, and resilience from safe, inclusive AI adoption.BeneficiaryAI Developers & DeployersBuild and deploy models and systems that shape productivity, risk, and the distribution of gains.System ImplementationEngineer, test, document, and operate AI systems consistent with safety, transparency, and fair competition norms.PerformerEconomic BeneficiaryReceive returns on innovation contingent upon compliance with guardrails and benefit-sharing mechanisms.BeneficiaryWorkers & LearnersExperience labor market transitions and require augmentation, mobility, and income stability to sustain demand and dignity.Workforce TransitionEngage in reskilling, job redesign, and adoption of augmentative tools to raise productivity and wages.PerformerHousehold WelfareBenefit from higher real incomes, lower transition risk, and expanded opportunity to create and own value.BeneficiaryCivil Society & Labor OrganizationsRepresent interests, build legitimacy, and support participatory oversight and accountability.Participatory OversightMonitor impacts, advocate for inclusion, and support collective bargaining and social dialogue on AI deployment.PerformerSocial BeneficiaryBenefit from reduced inequality, improved services, and higher trust in institutions and markets.BeneficiaryInternational Organizations & Standards BodiesEnable cross-border coordination, minimum standards, and shared safety practices.Coordination FacilitationConvene treaties, standards, reporting norms, and measurement frameworks to reduce race-to-the-bottom dynamics.PerformerCollective BeneficiaryBenefit from reduced systemic risk and more stable global growth and trade.BeneficiaryShared prosperity from safe intelligence.uuid-3b31b7e2-5a41-4f6c-98d0-7a6b3f4d0c21To coordinate economic, workforce, governance, and inclusion mechanisms that increase aggregate wealth from AI while sustaining broad demand, fair competition, and safety.uuid-4b17e9a4-7b6f-45cf-8a03-2a0f6a1b2c33SafetyPrioritize the prevention of catastrophic and systemic harms.EquityShare gains broadly and reduce exclusion and extreme concentration.CompetitionPreserve contestability, diffusion, and innovation across firms and regions.TransparencyEnable intelligible oversight and measurable accountability.ResilienceMaintain macroeconomic stability and social cohesion during transitions.Economic PolicyDeploy fiscal and competition mechanisms that prevent demand collapse and excessive concentration while funding benefit-sharing and transition supports.uuid-0e6b4e18-3d5c-4f4b-8cc4-2f7c8d9e0a111National & Subnational GovernmentsFiscal DesignLegislate and administer taxes, transfers, and competition policy consistent with inclusive growth.PerformerScope: taxation, transfers, antitrust, benefit-sharing funds, and incentives for augmentative deployment.Benefit-SharingImplement progressive capture of AI windfalls and recycle proceeds into broad dividends and transition supports to sustain aggregate demand.uuid-2c1a1c7e-0b4c-4b2a-8a77-3a0f9f1e2d331.1Mechanisms may include excess-profit surcharges, adjusted capital gains treatment, and time-limited windfall provisions.1.1.1ProfitsPercentageuuid-7a0c2f3e-9f10-4c67-9c5a-3b2d1e0f4a55PLACEHOLDER_12030-12-31StatusShared10Adopt benefit-sharing mechanisms capturing at least 10% of AI-attributable profits in participating jurisdictions.1.1.2HouseholdPercentageuuid-9c11a0b2-6e8e-4c6c-b6a9-1c2d3e4f5a66PLACEHOLDER_22030-12-31StatusStabilized60Ensure at least 60% of households have access to a credible income floor mechanism in participating jurisdictions.CompetitionStrengthen contestability through antitrust enforcement, interoperability, and proportionate data and compute access policies that reduce structural lock-in.uuid-5d3f8a1c-2e7b-4f87-9d2a-5e6f7a8b9c001.2Tools: merger review, conduct remedies, portability, non-discriminatory access to essential inputs, and procurement diversification.1.2.1HHIPointsuuid-1a2b3c4d-5e6f-4a1b-8c9d-0e1f2a3b4c5dPLACEHOLDER_32035-12-31StatusReduced or Maintained1800Reduce or maintain the Herfindahl-Hirschman Index (HHI) at or below 1800 in participating jurisdictions through enforceable pro-competition interventions.1.2.2SMEsPercentageuuid-6f5e4d3c-2b1a-4c9d-8e7f-6a5b4c3d2e1fPLACEHOLDER_42030-12-31StatusAdopting50Achieve at least 50% SME adoption of productivity-enhancing AI tools with documented best practices and support.Wealth FundEstablish pooled AI dividend mechanisms that convert productivity gains into durable public assets and recurring broad-based payouts.uuid-0a9b8c7d-6e5f-4a3b-9c2d-1e0f9a8b7c6d1.3Design options: sovereign-style funds, sectoral funds, or regional funds tied to AI rents and procurement.1.3.1AssetsPercent of GDPuuid-11b22c33-d4e5-4f6a-8b9c-0d1e2f3a4b5cPLACEHOLDER_52035-12-31StatusAccrued5Build AI wealth fund assets to at least 5% of GDP in participating jurisdictions.1.3.2AdultsPercentageuuid-22334455-6677-4a88-99aa-bbccddeeff00PLACEHOLDER_62035-12-31StatusServed80Provide regular dividends to at least 80% of adult residents in participating jurisdictions.WorkforceReduce displacement harms and sustain demand by accelerating AI augmentation, reskilling, mobility, and job redesign.uuid-8b7c6d5e-4f3a-4b2c-9d1e-0f9a8b7c6d5e2Principle: treat employment and income stability as macroeconomic infrastructure, not an afterthought.ReskillingProvide scalable, AI-assisted training pathways that move displaced and at-risk workers into higher-productivity roles and reduce duration of joblessness.uuid-3e2d1c0b-9a8f-4b7c-8d6e-5f4a3b2c1d0e2.1Delivery: personalized AI tutors, credential pathways, apprenticeships, and employer-linked placement commitments.2.1.1ParticipantsPercentageuuid-9f8e7d6c-5b4a-4c3d-8e7f-6a5b4c3d2e10PLACEHOLDER_72030-12-31StatusTrained70Achieve at least 70% completion of funded reskilling programs.2.1.2TraineesPercentageuuid-0f1e2d3c-4b5a-4c6d-8e9f-1a2b3c4d5e6fPLACEHOLDER_82030-12-31StatusPlaced60Place at least 60% of completers into jobs within 180 days.Job RedesignIncrease adoption of augmentative deployment patterns that raise worker productivity and wages while reducing involuntary separations.uuid-5a6b7c8d-9e0f-4a1b-8c2d-3e4f5a6b7c8d2.2Levers: co-determination, internal labor markets, and incentives that reward augmentation over replacement.2.2.1EmployersPercentageuuid-a1b2c3d4-e5f6-4a7b-8c9d-0e1f2a3b4c5ePLACEHOLDER_92030-12-31StatusAchieved50Achieve job-redesign programs in at least 50% of large employers in participating jurisdictions.2.2.2Involuntary SeparationsPercentageuuid-bbccdde1-2233-4455-6677-8899aabbccddPLACEHOLDER_102030-12-31StatusReduced3Reduce involuntary separations to 3% of the workforce per year or less in high-automation sectors.LiteracyRaise baseline AI literacy across education and training systems to enable informed use, safer deployment, and faster diffusion of productivity gains.uuid-ccddeeff-0011-4a22-9b33-4455667788992.3Content: tool use, critical reasoning, data awareness, and safety and ethics fundamentals.2.3.1AI Literate PopulationPercentageuuid-13579bdf-2468-4ace-9bdf-13579bdf2468PLACEHOLDER_112035-12-31StatusAchieved80Reach 80% of working-age population meeting an agreed AI literacy benchmark.2.3.2Reemployment DurationWeeksuuid-02468ace-1357-4bdf-9ace-02468ace1357PLACEHOLDER_122035-12-31StatusReduced8Reduce median reemployment duration after displacement to 8 weeks or less.Safety GovernanceReduce systemic and catastrophic AI risks through enforceable governance, transparent evaluation, and sustained alignment research.uuid-7c6d5e4f-3a2b-4c5d-8e7f-6a5b4c3d2e1a3Priority: survival and institutional integrity as prerequisites for long-run wealth creation.AccountabilityMandate and operationalize evaluation, transparency, and incident reporting for high-stakes AI uses to prevent avoidable harms and loss of trust.uuid-4c3d2e1f-0a9b-4c8d-9e7f-6a5b4c3d2e1f3.1Scope: finance, health, critical infrastructure, elections administration, and public benefits administration.3.1.1SystemsPercentageuuid-abcdef01-2345-4a67-89ab-cdef01234567PLACEHOLDER_132030-12-31StatusEvaluated90Subject at least 90% of deployed high-stakes systems to independent evaluation and audit requirements.3.1.2IncidentsNumberuuid-76543210-fedc-4ba9-8765-43210fedcba9PLACEHOLDER_142035-12-31StatusReduced1Reduce material incident rate to 1 per 10,000 deployments per year or less.Alignment ResearchFund and coordinate alignment, robustness, and misuse prevention research at a scale commensurate with expected economic impact and tail risks.uuid-1f2e3d4c-5b6a-4c7d-8e9f-0a1b2c3d4e5f3.2Includes evaluation science, interpretability, secure development lifecycles, and red-teaming capacity-building.3.2.1R&D FundingUSD Billionsuuid-0aa1bb2c-3dd4-4ee5-8ff6-112233445566PLACEHOLDER_152030-12-31StatusAchieved10Reach at least USD 10B per year in sustained alignment and safety R&D across participating coalitions.3.2.2Frontier Training RunsPercentageuuid-66778899-aabb-4ccd-8eef-001122334455PLACEHOLDER_162030-12-31StatusEvaluated100Evaluate 100% of frontier training runs against agreed risk and misuse benchmarks prior to deployment.TreatyEstablish international coordination mechanisms that reduce arms-race incentives and harmonize minimum safety, compute governance, and misuse prevention standards.uuid-55667788-99aa-4bbc-8dde-ff00112233443.3Instruments: shared incident reporting, aligned export controls, audit reciprocity, and cooperative enforcement against malicious use.3.3.1JurisdictionsNumberuuid-99aa88bb-77cc-4dde-8eef-112233445500PLACEHOLDER_172035-12-31StatusAchieved30Achieve adoption of treaty-aligned minimum standards in 30 or more jurisdictions.3.3.2Cross-Border MisusagePercentageuuid-00ff11ee-22dd-4ccc-8bbb-aa9988776655PLACEHOLDER_182035-12-31StatusDisrupted90Disrupt at least 90% of detected high-severity misuse attempts via coordinated response mechanisms.InclusionDemocratize access to capable AI and complementary resources so productivity gains diffuse across regions, firms, and households.uuid-1d0e2f3a-4b5c-4d6e-8f90-a1b2c3d4e5f64Focus: open models where appropriate, interoperability, affordable access, and inclusive innovation ecosystems.AccessExpand affordable access to capable AI tools for households, educators, and small firms through procurement, subsidies, and interoperable platforms.uuid-6e5d4c3b-2a19-4f8e-9d7c-6b5a4c3d2e1f4.14.1.1PopulationPercentageuuid-4e5f6a7b-8c9d-4a0b-8c2d-3e4f5a6b7c8ePLACEHOLDER_192030-12-31StatusServed85Provide an affordable access option to at least 85% of the population in participating jurisdictions.4.1.2SME OutputPercentageuuid-8e7d6c5b-4a39-4c2d-9e1f-0a9b8c7d6e5fPLACEHOLDER_202035-12-31StatusIncreased20Increase median SME output per worker by 20% attributable to AI diffusion and complementary adoption supports.InteroperabilityReduce switching costs and lock-in by promoting interoperable standards for model access, identity, data portability, and audit artifacts.uuid-9a8b7c6d-5e4f-4a3b-9c2d-1e0f9a8b7c6e4.2Outcome expectation: greater competition, lower prices, and more rapid diffusion of frontier capabilities into diverse applications.4.2.1Major ProvidersPercentageuuid-1122aabb-3344-4c55-8899-aabbccddeeffPLACEHOLDER_212030-12-31StatusImplementing80Achieve implementation of interoperability baseline standards by 80% of major providers in participating markets.4.2.2Switching TimeDaysuuid-ffeeddcc-bbaa-4c99-8877-665544332211PLACEHOLDER_222035-12-31StatusReduced7Reduce median time to switch enterprise AI providers to 7 days or less with preserved auditability.Inclusion EcosystemBuild inclusive innovation ecosystems that enable entrepreneurs and communities to create value with AI, especially in underserved regions.uuid-5f4e3d2c-1b0a-4c9d-8e7f-6a5b4c3d2e2a4.3Components: grants, incubators, compute credits, public-interest datasets, and mentoring networks.4.3.1InvestmentUSD Billionsuuid-12345678-9abc-4def-8123-456789abcdefPLACEHOLDER_232030-12-31StatusInvested2Invest at least USD 2B per year into inclusive innovation ecosystems in participating coalitions.4.3.2New VenturesPercentageuuid-fedcba98-7654-4c32-9a87-65fedcba9876PLACEHOLDER_242035-12-31StatusIncreased30Increase new venture formation by 30% from baseline in targeted underserved regions supported by ecosystem programs.ImplementationCoordinate execution, financing, and measurement to iteratively improve outcomes and rapidly correct failures.uuid-0c1d2e3f-4a5b-4c6d-8e9f-0a1b2c3d4e505Mechanism: a cross-sector coordinating body with transparent dashboards and adaptive governance.CouncilEstablish a multi-stakeholder coordinating body to define shared metrics, publish dashboards, and manage cross-border coordination on policy and safety.uuid-9d8c7b6a-5f4e-4d3c-8b2a-1f0e9d8c7b6a5.1Suggested name: Global AI Prosperity Council; mandate: measurement, transparency, and rapid policy learning.5.1.1Dashboard ReleasesNumberuuid-0f0e0d0c-0b0a-4c09-8e07-060504030201PLACEHOLDER_252030-12-31StatusPublished12Publish at least 12 public dashboard releases per year with consistent methodology.5.1.2Corrective ActionDaysuuid-10111213-1415-4c16-8b17-18191a1b1c1dPLACEHOLDER_262035-12-31StatusReduced90Reduce median time from identified systemic risk signal to corrective policy action to 90 days or less.FinancingSecure durable funding for transition supports, safety infrastructure, and inclusion programs using a blend of public revenues and private commitments.uuid-2a3b4c5d-6e7f-4a8b-9c0d-1e2f3a4b5c6d5.2Budget guidance: allocate a material share of AI-driven incremental gains to transition, safety, and diffusion.5.2.1FinancingPercentageuuid-31415926-5358-4c97-9323-846264338327PLACEHOLDER_272030-12-31StatusSustained1.5Reach sustained financing of 1.5% of GDP for transition, safety, and inclusion portfolios in participating jurisdictions.5.2.2UnemploymentPercentageuuid-27182818-2845-4c90-4523-536028747135PLACEHOLDER_282035-12-31StatusMinimized5Maintain unemployment at or below 5% while AI adoption accelerates, avoiding demand collapse dynamics.DistributionTrack and improve the distribution of AI-driven gains using transparent metrics and policy levers that reduce inequality without suppressing innovation.uuid-6d5c4b3a-2918-4f7e-9d6c-5b4a3c2d1e0f5.3Primary signals: Gini, top-1% share, median real wage growth, and access indicators by region and demographic group.5.3.1InequalityGini Pointsuuid-aaaaaaaa-bbbb-4ccc-8ddd-eeeeeeeeeeeePLACEHOLDER_292035-12-31StatusReduced-10Reduce Gini coefficient by 10 points from baseline in participating jurisdictions.5.3.2Wage GrowthPercentageuuid-bbbbbbbb-cccc-4ddd-8eee-ffffffffffffPLACEHOLDER_302035-12-31StatusIncreased20Increase real wages for the median worker by 20% from baseline while maintaining macroeconomic stability.uuid-5b0f3c2a-1d7e-4e9a-8c11-2a3b4c5d6e7f2026-01-162035-12-312026-01-17https://stratml.us/docs/AIEPE.xmluuid-8c7d6e5f-4a3b-4c2d-9e1f-0a9b8c7d6e5fOwenAmburOwen.Ambur@verizon.net