Frequently Asked Questions

The Better To Best Research Hub is an open-access platform for research on effective ways to improve governments, economies, and societies. The primary focus is developing and documenting the Compassionism framework — integrating Creative Currency Octaves (CCO), Public Trust Foundations (PTF), Public Trust Housing (PTH), Social Zone Harmonization (SZH), and Citizens Internet Portal (CIP) into a unified system.

The research focuses on resolving traditional tradeoffs between equity and efficiency through novel incentive designs that eliminate welfare cliffs while strengthening work motivation. All research is supported by Monte Carlo simulations and formal mechanism design analysis, published open-access under CC BY 4.0.

Compassionism is the integrated economic and governance philosophy developed by Duke Johnson that combines five framework architectures — CCO, PTF, PTH, SZH, and CIP — into a unified system. It holds that compassionate universal support and merit-based advancement are not in opposition: everyone's basic needs are met unconditionally, while those who contribute exceptional value receive proportionally greater recognition and economic reward.

The name reflects the dual commitment to universal compassion (no one left behind) and systemic rigor (incentive-compatible design grounded in mechanism design theory and empirical modeling). The term "Compassionate Meritocracy" appears in earlier literature and refers to the same framework.

Primary research is conducted by Duke Johnson, independent researcher and author, in collaboration with Claude (Anthropic) for mathematical formalization and empirical research design. Duke Johnson takes a pseudonymous approach to authorship — consistent with the tradition of ideas-first scholarship — and can be contacted at Duke.T.James@gmail.com.

The research is also available on Academia.edu and Medium, and is tracked at GitHub.

Yes. All research published here is available under Creative Commons Attribution 4.0 (CC BY 4.0) licensing, supporting open science and collaborative development. We believe transformative economic ideas should be freely accessible to communities, researchers, and policymakers worldwide.

This research received no specific grant funding and is conducted independently as a contribution to public knowledge and policy development. You are free to share, adapt, and build upon this work with attribution.

Compassionism draws from multiple traditions while diverging from each in key respects:

• From Keynesianism: Aggregate demand management and the role of public investment — but through community-owned institutions rather than centralized government spending
• From welfare economics: The goal of Pareto improvements and poverty elimination — but without means testing or benefit cliffs
• From market liberalism: The importance of price signals, work incentives, and decentralized decision-making — preserved and strengthened rather than overridden
• From communitarianism: The value of community ownership, democratic governance, and collective wealth — operationalized through PTF and PTH
• From mechanism design theory: Incentive-compatible architecture that aligns individual motivation with collective benefit

The key departure from all existing schools is the dual-currency architecture — which allows universal provision without distorting market signals, resolving the equity-efficiency tradeoff rather than trading one for the other.

Creative Currency Octaves (CCO) is a dual-currency system that provides universal basic income while strengthening rather than weakening work incentives. It operates through three integrated components:

• Basic Units: Distributed universally, pegged 1:1 to primary currency, restricted to essential expenditures, expire after 35 days
• Conversion System: Expired basic units can be converted to unrestricted primary currency through productive activities
• Dual-Tier Incentives: Octave-based capacity levels (doubling with each tier) and personal multiplier rates (1× to 14×+)

The name comes from the doubling pattern of conversion capacities across tiers — like musical octaves, each level doubles the previous capacity.

Traditional welfare systems create "welfare cliffs" where earning additional income results in a net loss due to sudden benefit reduction — creating effective marginal tax rates above 100%. CCO eliminates this by:

• No benefit reduction: Basic units are provided universally regardless of any other income
• Additive rewards: Work creates additional conversion opportunities rather than reducing existing benefits
• Progressive enhancement: Higher productivity leads to higher conversion rates and capacities over time

See Welfare Cliffs in the glossary for a detailed definition and comparative examples.

CCO uses a dual-tier incentive structure — octave level governs capacity (how much you can convert), while multiplier rate governs quality (what your conversions are worth). The two are determined differently.

Octave Level — Capacity

Each octave doubles your conversion ceiling (Base × 2ⁿ). Advancement reflects sustained, recognized engagement: consistency of contribution, community collaboration, skill development, and long-term commitment. For PTF businesses, octave capacity tracks market throughput. For individual creators, octave advancement also functions as a public recognition system — a record of achievement and community standing.

Personal Multiplier Rate — Quality

Rates emerge from transparent market signals and structured community evaluation, with graduated scrutiny at each tier:

How Assessment Works

Multiple mechanisms operate in parallel to prevent gaming: peer review panels (expertise-matched, conflict-screened), community juries (democratically selected), algorithmic metrics (used as inputs to human evaluation, not replacements), and market signals (pricing and volume inform capacity tiers continuously).

The working standard is "fair, reasonable, and not egregious." Rates are adjustable through community feedback loops. The community of Creative Collective members determines conversion rates; the market determines capacity achievement.

This topic is examined in detail in the Medium article on CCO assessment and in several working papers in the research index.

The Phi-Rate is a special CCO multiplier tier at 1.618× — the golden ratio (φ) — applied when a contribution is assessed as both functionally effective and aesthetically beautiful. It sits between the baseline 1× (productive) and 2× (efficient/inventive) tiers.

The Phi-Rate reflects the philosophical position that beauty and utility are both genuine, measurable dimensions of value that conventional economic systems systematically undercount. The golden ratio was chosen because it appears throughout natural systems, architectural proportion, and artistic composition — symbolizing the harmony between function and form that Compassionism seeks to recognize and reward.

See Phi-Rate in the glossary for the full definition.

CCO includes UBI-like elements but addresses key UBI criticisms through its dual-currency architecture:

The expiration mechanism is a key CCO feature absent from standard UBI proposals — it ensures basic units circulate actively in the local economy rather than accumulating, while the restriction to essential goods prevents the distributional effects that make unrestricted cash transfers inflationary.

CCO is deliberately broad in its definition of productive contribution — a direct response to traditional economies that undervalue care work, cultural production, and community-building. Eligible activities include:

• Essential services: Healthcare provision, teaching, childcare, eldercare, transportation
• Creative work: Music, visual art, writing, film, design, craftsmanship
• Community building: Organizing, mentoring, volunteer coordination, local governance participation
• Cultural contribution: Festivals, cultural preservation, storytelling, language teaching
• Skill development: Training programs, workshops, knowledge sharing
• PTF business operations: Running or working in community-owned essential services businesses
• Environmental stewardship: Land care, conservation work, ecological monitoring

The baseline entry point is 1× for any recognized productive contribution — designed to be low-friction so that newcomers and people with non-traditional skills can participate immediately.

Public Trust Housing (PTH) is a community-owned, opt-in housing model that creates pathways for collective wealth building while providing stable, affordable housing. Key features:

• Community Ownership: Properties held in public trust, owned collectively by residents through democratic governance structures
• CCO Integration: Housing payments accepted in basic units, supporting the CCO ecosystem
• Integrated Services: On-site or nearby childcare, healthcare, education, and skill development
• Wealth Building: Residents build collective equity rather than individual property equity
• Opt-in only: Private real estate markets remain fully operational and complementary

The governance structure is the defining distinction: PTH residents are owners and governors of their community, not tenants of a government landlord. This shifts the power relationship fundamentally and aligns incentives for long-term investment in the community.

PTH creates collective wealth through several mechanisms:

• Equity Accumulation: Housing payments build equity in community-owned assets over time
• Community Enterprise Revenue: PTF businesses operating within or adjacent to PTH communities generate shared income
• Skill Premium Sharing: Community training programs increase earning potential for all residents
• Collective Investment: Democratic decisions about asset development and capital improvements benefit all members

Unlike individual homeownership — where wealth is tied to personal property values and concentrated in households that can afford purchase — PTH creates shared wealth that benefits the entire community while providing individual housing security and predictable costs payable in basic units.

Acre Equity is a concept within the Public Trust Foundation (PTF) system that measures and distributes value based on land stewardship and productive use.

Key Components

• Land Stewardship Value: Recognition of environmental care, sustainability practices, and ecosystem preservation
• Productive Use Assessment: How effectively land generates community value through agriculture, housing, business, or recreation
• Community Benefit Measurement: How land use contributes to broader community wellbeing and economic development
• Equity Distribution: Proportional sharing of land-based value creation among community stakeholders

Public Trust Foundations (PTF) are community-owned businesses providing foundational goods and services that generate employment and pathways for collective wealth building. PTF businesses — grocers, counter-service restaurants, utility providers, transportation services, childcare centers, healthcare clinics, and educational facilities — accept basic units as payment and operate as not-for-profit, for-community-benefit enterprises governed democratically by stakeholders.

PTF businesses complement rather than replace private market operations. They cover the essential-goods layer of the economy where universal access is the priority; private businesses continue to operate in all other market segments.

PTF business conversion rates are based on operational capacity and community service levels. A business with limited hours and throughput can only convert a daily volume of basic units that doesn't exceed its operational capacity — preventing artificial inflation of conversion activity.

Businesses offering essential services at affordable basic unit prices may qualify for elevated conversion rates of 2×–4×, recognizing the community benefit they provide. The conversion system balances business sustainability with community access, and rate adjustments serve as a stability lever to mitigate economic volatility during transitions.

PTF businesses operate under multi-stakeholder democratic governance where employees, regular customers, and community representatives participate in key decisions about operations, pricing, service delivery, and community investment priorities. This ensures businesses remain accountable to community needs while maintaining operational efficiency.

Governance structures are implemented through the CIP platform, providing transparent records of all decisions and enabling digital participation for stakeholders who cannot attend in person. All major decisions are subject to structured deliberation, with clear quorum requirements and documented rationale.

The Citizens Internet Portal (CIP) is a comprehensive digital infrastructure platform designed to enable democratic participation, transparent governance, and community-controlled economic systems. CIP serves as the democratic layer that governs all five framework architectures. Core functions:

• Democratic Participation: Secure blockchain-verified voting, community assemblies, and civic engagement
• Economic Integration: CCO transaction processing, PTH and PTF governance, and financial transparency
• Information Access: Government transparency, public data, and community information sharing
• Service Delivery: Streamlined access to public services, benefits, and community resources
• Policy Tools: Citizen proposal systems, real-time approval ratings, and AI-summarized policy impact assessments

The critical distinction is that CIP enables binding participation — citizens can propose, deliberate on, and vote on actual policy — rather than merely reading about decisions made elsewhere.

Privacy Protections

• User Control: Citizens control their own data and privacy settings
• Minimal Data Collection: Only information necessary for services and voting
• Transparent Data Use: Clear documentation of how data is used and shared
• Right to Delete: Citizens can remove personal data and accounts

Security Architecture

• End-to-end encryption: All communications and transactions secured in transit and at rest
• Zero-knowledge proofs: Vote verification without revealing individual votes
• Decentralized architecture: No single point of failure or central control
• Quantum-resistant algorithms: Forward-compatible cryptographic design
• Multi-factor authentication: Required for all voting and financial transactions

The full technical architecture is specified in the simulation framework documentation and in the CIP research paper.

Social Zone Harmonization (SZH) is a framework for organizing communities through voluntary, coordinated planning to optimize social, economic, and environmental outcomes. SZH balances diverse community needs while maintaining local autonomy through inter-municipal cooperation. Key principles:

• Balanced Development: Coordinated growth preventing extreme inequality between regions
• Resource Optimization: Efficient allocation of resources across interconnected zones
• Cultural Preservation: Maintaining local identity while enabling beneficial coordination
• Environmental Integration: Planning that respects ecological boundaries and sustainability
• Voluntary participation: Communities choose their level of SZH integration at all scales

SZH is designed to enhance rather than replace existing local governance structures:

• Inter-Municipal Cooperation: Voluntary coordination between adjacent communities
• Resource Sharing Agreements: Collaborative infrastructure and service delivery
• Regional Planning Councils: Democratic bodies with elected representatives from participating communities
• Opt-in Participation: Communities choose their level of SZH integration and can withdraw

Benefits include access to larger resource pools and shared infrastructure, reduced per-capita service delivery costs, enhanced economic opportunities through regional coordination, and improved environmental management across ecological boundaries that don't respect municipal lines.

SZH recognizes four primary zone classifications, all voluntarily self-selected by communities:

• Urban Innovation Zones: High-density areas focused on technology, culture, and economic development
• Suburban Transition Zones: Mixed-density areas balancing residential, commercial, and community services
• Rural Stewardship Zones: Low-density areas emphasizing agriculture, conservation, and sustainable resource management
• Special Purpose Zones: Areas with unique functions — education campuses, healthcare districts, recreational areas, senior communities, artistic districts, cultural preservation zones, adult-lifestyle communities, and similar specialized uses

Classifications are community-determined through democratic process and revisable over time as community character and priorities evolve.

These frameworks currently exist in theoretical and design phases, supported by 10,000+ Monte Carlo simulation iterations and formal mechanism design analysis demonstrating 98% poverty elimination probability under modeled conditions. Active seeking is underway for:

• Community Partners: Local governments or organizations interested in pilot programs
• Research Collaborators: Academic institutions for controlled studies and peer review
• Technology Partners: Organizations to develop CIP digital infrastructure
• Policy Partners: Government entities exploring innovative welfare and governance approaches

Contact Duke Johnson at Duke.T.James@gmail.com or open a discussion on GitHub Discussions. All interested parties are encouraged to develop these ideas further in ways that benefit humanity.

A comprehensive pilot program would proceed in three phases. For a full national implementation model, see the Integrated Implementation Roadmap.

Phase 1: Community Preparation (6 months)

• Community engagement and education campaigns
• Technology infrastructure development and testing
• Governance structure establishment and legal framework
• Baseline data collection on poverty, employment, and wellbeing indicators

Phase 2: Limited Implementation (12 months)

• CCO basic unit distribution to enrolled participants
• Conversion opportunities through essential services and creative work
• Community assessment system testing with participant feedback
• Continuous data collection and parameter adjustment

Phase 3: Full Integration (24 months)

• PTH housing development or conversion of existing stock
• Full dual-tier incentive system with all octave levels active
• PTF community enterprise development
• Comprehensive impact evaluation and publication

Yes. The Integrated Implementation Roadmap presents a comprehensive 7-phase, 7-year pathway for implementing the full CCO-PTF-CIP-SZH framework at national scale in the United States. It includes:

• The American Economic Renaissance Act — complete legislative package
• Digital infrastructure and security architecture specifications
• Individual and business transition planning guides
• Environmental impact assessment with reduction targets
• Training and certification programs for administrators
• International cooperation framework and bilateral agreement templates
• Crisis response protocols for recession, inflation, natural disaster, and pandemic scenarios
• Evaluation KPIs with targets for years 1, 3, 5, and 7

Assumed preconditions include bipartisan political support, 70%+ public approval, and adequate funding through progressive taxation and efficiency gains — modeled as a best-case scenario for analysis purposes.

CCO is designed to minimize inflationary pressure through several structural mechanisms:

• Restricted Basic Units: Can only be spent on essential goods and services, preventing demand increases in luxury markets where supply is inelastic
• Expiration System: 35-day expiry prevents accumulation and hoarding, encouraging circulation rather than pressure on any single market segment
• Productive Conversion Requirement: Unrestricted primary currency is earned through productive activity — supply of goods and services grows alongside the currency supply
• Supply-Side Incentives: The conversion system specifically rewards increased production of goods and services, expanding supply alongside demand

By restricting where basic units can be spent and requiring productive work for conversion to primary currency, CCO is structurally less inflationary than unrestricted cash transfer systems. The dual-currency architecture separates the essential-goods economy from the broader market, allowing targeted inflation management in the essential sector without distorting the wider economy.

See the paper Dual Currency Systems and Inflation: CCO's Price Stability Mechanisms for formal analysis.

Universal provision is non-negotiable in CCO — basic units are distributed to all residents regardless of work ability. For those who cannot engage in conventional productive activities:

• Universal Basic Units: Full monthly allocation with no means testing or work requirement
• Diverse Contribution Recognition: Non-traditional forms of value creation are recognized — emotional support, childcare, eldercare, participation in community events, and peer mentoring all qualify for conversion at the 1× baseline
• Accommodation in Assessment: Community assessment processes account for different abilities and circumstances
• PTH Integrated Services: On-site care, health support, and adapted participation opportunities within PTH communities

The transition approach recommended in the Implementation Roadmap is additive initially, then consolidating:

• Year 1–2: CCO basic units supplement existing welfare benefits — SNAP, Section 8, TANF, WIC continue in parallel while infrastructure is established
• Year 2–3: Voluntary opt-in to CCO as primary support system, with existing benefits as backup
• Year 3–5: Gradual consolidation as CCO demonstrates effectiveness, reducing administrative overhead of parallel systems
• Long term: CCO replaces means-tested welfare while Medicare for All provides health coverage alongside private insurance

Social Security and pension systems are preserved throughout — CCO is not a replacement for earned retirement benefits, which operate on different principles and serve different populations.

The Compassionism research program employs several complementary methodologies:

• Monte Carlo Simulation: 10,000+ iterations modeling CCO economic outcomes under varied conditions, demonstrating 98% poverty elimination probability in the modeled scenario
• Mechanism Design Theory: Formal analysis of incentive compatibility — ensuring individual rational behavior produces collective good outcomes by design
• Comparative Institutional Analysis: Review of analogous historical and contemporary systems (community land trusts, complementary currencies, cooperative enterprises, direct democracy experiments)
• Economic Modeling: Equilibrium analysis of dual-currency dynamics, inflation projections, and labor market effects
• Systems Architecture: Technical specification of CIP digital infrastructure, security requirements, and integration protocols

All simulation code and parameters are available in the CCO-PTF Simulation Replication Package.

This research is explicitly designed for collaborative development. Multiple pathways are available:

• GitHub Discussions: Primary forum for research questions, framework critique, implementation proposals, and peer exchange — join the discussion
• Direct Contact: Email Duke Johnson at Duke.T.James@gmail.com for collaboration proposals, pilot program interest, or academic partnership inquiries
• Citation and Extension: All work is CC BY 4.0 — cite it, adapt it, extend it, and publish your modifications with attribution
• Simulation Replication: The full replication package is available for independent verification and extension — access the simulation framework
• Peer Review: Structured peer review is welcomed — use the Citation Generator to cite specific papers and submit formal responses through GitHub Discussions

The following work is in preparation or planned for publication:

• Economic Modeling and Stability Analysis — Expanded equilibrium modeling of CCO under varied macroeconomic conditions
• Risk Mitigation and Safeguards Framework — Systematic analysis of failure modes and structural safeguards
• International Case Studies — Analysis of analogous systems globally and their lessons for CCO-PTF implementation
• Pilot Program Design Specification — Detailed protocol for a minimum viable pilot, suitable for IRB submission
• Quarterly Progress Reports — Ongoing updates on research development, community engagement, and framework refinement

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