AI-Powered Wellbeing Management

Global31%

Global Wellbeing Is at 31% and Falling.

LEWs Score: 326 / 1,050. Trend Explore the data

The enemies of freedom are rising. Everyone on the planet is at risk. The next five years will shape the next hundred.

We have a plan.

A vision of the AI-Powered Wellbeing Society

8.2 Billion People Are in Harm’s Way.

Life expectancy is stalling or declining in many nations. Depression and anxiety are rising, especially among the young. Inequality is widening. Climate breakdown is accelerating. Armed conflicts are spreading. Misinformation and disinformation are ranked among the top global risks. Cybercrime is corrupting every aspect of human life, costing an estimated US$10.5 trillion annually — roughly 10% of global GDP. Trust in institutions is eroding.

And artificial intelligence — the most powerful technology ever created — while being used for extraordinary good by some, is being deployed by many others to surveil, control, and concentrate wealth.

If these trends are not reversed rapidly — within the next decade — catastrophic and compounding problems in climate, public health, economic instability, and political breakdown could lead to avoidable harm or mortality for billions of people. The stakes are existential, and the window for action is closing.

UN Secretary-General António Guterres — 2026 New Year’s Message:

“The world stands at a crossroads. Chaos and uncertainty surround us. Division. Violence. Climate breakdown. And systemic violations of international law.” — Guterres, January 2026

Top 10 Global Risks

World Economic Forum, 2026

1
Geoeconomic confrontation
2
Misinformation and disinformation
3
Societal polarization
4
Extreme weather events
5
State-based armed conflict
6
Cyber insecurity
7
Inequality
8
Erosion of human rights
9
Pollution
10
Involuntary migration
Environmental Geopolitical Societal Technological

Source: WEF Global Risks Report 2026

Explore Where the Problems Are.

LEWs Explorer

Interactive
Global Average Current LEWs
326
71 × 5.4 × 0.85 = 326
Life Expectancy
71
years
Wellbeing Units
5.4
0-10 scale
CRA
0.85
risk adj.
Progress to 1050 Upper Bound31%
Current: 3262050 Target: 788 (75%)Upper Bound: 1050

Goal: reach 75% of 1050 upper bound by 2050. Gap to target: 462 LEWs per person.

Unrealized Economic Development Opportunity by 2050
Unrealized Economic Opportunity — Global Average

New GDP

$553T

Economic activity

New Capital

$553T

Wealth created

Two sides of one coin: new economic activity creates new wealth at ~1× revenue multiple.

$69,178 per person — 2.5% of adjusted total (8B people)

We believe the people of the world deserve better — and we believe better is possible.

We Have a Plan.

An AI-Powered Wellbeing Society — governed by the people it serves.

This plan integrates recent scientific advances in wellbeing science, wellbeing economics, political economy, psychology, information sciences, and network science into a single framework. We believe these advances, taken together, make it possible to do something that has never before been conceivable:

Build a globally connected society in which all people can live long, happy, prosperous lives — for the foreseeable future.

But we are in a race. The same AI that makes this plan possible is also being deployed by authoritarian governments, extractive corporations, and powerful individuals to surveil, control, and concentrate power — not to increase wellbeing, but to entrench domination. The window for executing this plan is measured in years, not decades, and we must move now.

The Research.

This plan is made possible by recent advances across multiple scientific fields that, for the first time, address the barriers that have prevented a wellbeing-driven society from being built. These advances converged only in the last few years — five years ago, this plan was not possible, and five years from now, if the forces of domination have consolidated their use of AI, it may be too late.

LEWs

Wellbeing Science

Barriers Addressed

  • Wellbeing Measurement
  • Longitudinal Measurement
  • Wellbeing Interventions

Key Innovations

  • WELLBYs (0-10 life satisfaction)
  • LEWs (universal lifetime expected wellbeing measure)
  • 150,000+ peer-reviewed papers
  • Social Data Banks

Wellbeing Economics

Barriers Addressed

  • Economic Valuation
  • Capital Pegged to Wellbeing

Key Innovations

  • VSL method (~US$10,500/LEW)
  • Wellbeing Futures Investing

Philosophy & Political Economy

Barriers Addressed

  • Ethics
  • Ontological Architecture
  • Governance
  • Government

Key Innovations

  • Intrinsic Value Ethics (Levinas)
  • Structural Ethics (Epstein + Infinity)
  • Wellbeing-Driven Government (Allen)

Psychology

Barriers Addressed

  • Human Behavior
  • Human Motivations
  • Change Management

Key Innovations

  • Social Connection Theory
  • Cognitive Heuristics
  • Narrative Theory
AI

Information Sciences

Barriers Addressed

  • Lack of Effective AI
  • Development Time/Cost
  • Who Owns the Data?

Key Innovations

  • AI (operationalization)
  • AI-Partnership-First (50-1,000×)
  • Self-Sovereign Architecture
NLC

Network Science

Barriers Addressed

  • Network Governance Beyond Organizational Spans of Control
  • Network-Organization Conflation
  • Multi-Entity Network Scale

Key Innovations

  • Network-Level Collaboratives (Provan et al., 2007)
  • Multi-Entity NAOs (Thornewill, 2011)
  • Fractal Network Governance (TNT)

No single field is sufficient. The plan requires all of them, integrated. This integration — combining innovations across multiple fields into a single working framework — is what makes the AI-Powered Wellbeing Society conceivable for the first time.

The Plan.

This plan is anchored by a commitment: that every person is inherently valuable, worthy of honor and respect in each interaction, and that human dignity and worth precede every structure we create. People are always more than the systems that claim to define them. In the tradition of “all people are created equal” and the Universal Declaration of Human Rights, we call this principle Ethics First — and it anchors our measure, our institutions, and our conduct.

With that anchor, the plan has three elements. First, a universal measure of wellbeing that makes it possible to invest in, govern for, and build toward human flourishing. Second, a strategic framework — four kinds of power that must be built simultaneously. And third, two new types of infrastructure to deliver it: AI-powered wellbeing platforms and a global democracy, built in tandem because the forces working against this are moving too fast to build one and then the other.

We begin with the measure, because without it, nothing else works.

The North Star — the Lifetime Expected Wellbeing measure (LEWs)

LEWs is the first universal measure of human wellbeing. It integrates the world’s leading established measures into a single number that captures three things every person cares about — how long one lives, how good those years are, and how secure one’s future is:

LEWs = Life Expectancy × Wellbeing (0–10) × Catastrophic Risk Adjustment

Life Expectancy

Based on UN/WHO population data, with an upper bound set at 105 years reflecting the known longevity of some “super-agers” today.

Wellbeing (WELLBY)

A measure of overall life satisfaction, on a 0–10 scale each year, based on World Happiness Report and Gallup data. Each person rates their own life, with radical freedom to decide what wellbeing means to them.

Catastrophic Risk (CRA)

This adjustment accounts for catastrophic risks including climate, war, pandemics, and AI misalignment, and is currently estimated at 0.85 globally.

The upper bound is 1,050 (105 × 10 × 1.0) — an aspirational target, not expected to be achieved by all. The global average today is approximately 326 — that is 31%. Our goal: reach 75% — a score of 788 — by 2050.

The economic value of LEWs can now be calculated using established government Value of a Statistical Life measures (Frijters et al., 2024) — a single LEW in the US is worth approximately US$10,500, with equivalent valuations in other currencies. The gap between 326 and 788 represents what we believe to be the largest economic development opportunity in human history — over US$500 trillion equivalent in new GDP and new capital by 2050.

Why LEWs is the north star: Without a universal measure, the economics do not work (you cannot invest in what you cannot measure), the governance does not work (you cannot score policy without a universal measure), AI cannot be directed (you cannot optimize what you cannot define), and community trust cannot be built (you cannot have transparency without shared measurement). But a universal measure without Ethics First could become a tool of control rather than liberation — which is why the anchor matters as much as the north star. LEWs tells us what to measure. Ethics First tells us what we must never do with that measurement.

What It Takes to Succeed.

The forces arrayed against freedom and a flourishing world draw their strength from combining four kinds of power simultaneously — economic power (extractive capital), political power (captured governance), community power (social capital eroded by algorithm-driven media, misinformation, and the deliberate destruction of trust), and innovation power (AI deployed to control the means of production, surveil populations, and concentrate technological advantage). To overcome them, the forces of freedom must build the same four kinds of power — but in the service of wellbeing, not domination.

AI is the force multiplier amplifying all four powers.

AI without LEWs is power without direction, and AI without Ethics First is power without accountability. LEWs tells AI what to optimize. Ethics First tells AI what it must never do. Together, they make AI an instrument of freedom rather than domination.

Economic Power

Because LEWs makes wellbeing economically quantifiable, Wellbeing Futures Investing can open hundreds of trillions of US dollars equivalent in new global economic value. Every jurisdiction, every community, every individual can participate — new wealth created by improving wellbeing, flowing to the people doing the building.

Political Power

Because LEWs provides a universal measure of governance outcomes, AI-powered democratic institutions can give every person a voice from local to global — with LEWs-based policy scoring making wellbeing the standard by which all policy is measured.

Community Power

Because LEWs provides a shared, transparent measure of what is actually improving lives, it becomes possible to build trustworthy media, new information infrastructure, and new institutions of trust — powered by self-sovereign personal data.

Innovation Power

Because LEWs defines what to optimize, AI-powered innovation can be directed toward creating products, services, businesses, and institutions that improve wellbeing at 10 to 1,000 times the speed of traditional work. Every person can own what they create.

Any one alone is insufficient, but together — with AI amplifying each one — they create a force capable of transforming the world. Delivering these four powers requires two new infrastructures, built in tandem.

Infrastructure One: AI-Powered Wellbeing Platforms.

A new marketplace of competing platforms — like Visa, MasterCard, Amex, and Discover — but for wellbeing, not payments.

AI-Powered Wellbeing Management Platforms are connective infrastructure that links individuals, organizations, governments, AI services, and networks to measure wellbeing, coordinate improvement, channel capital, and enable governance at scale. Just as Visa, MasterCard, American Express, and Discover are private-sector networks that created global payment transnational infrastructure no government could have built — with thousands of banks and millions of merchants competing on top of shared rails — wellbeing platforms create shared infrastructure for an entire ecosystem of participants, partners, and governments. Multiple competing platforms are expected to operate on shared interoperability standards, and participants will decide which approaches they trust.

Each platform serves a Network-Level Collaborative (NLC) — a network of participants, distinct from the organization that administers it, just as the Visa network of cardholders, banks, and merchants is distinct from Visa Inc. The GoldBird Platform is launching as the first such platform, serving the GoldBird Network — the members, partners, and connections that form the first wellbeing management community. X50 SP serves as the initial Network Administrative Organization (NAO). GoldBird is member governed, committed to the Ethics-First principle, and the first platform to operationalize LEWs through the GoldLEWs Engine, which provides LEWs calculations for every country on earth and down to the postal code level for the United States.

Every decision, every product, every investment, every governance action on the platform is measured against its impact on lifelong wellbeing.

GoldBird delivers all four powers through one integrated platform:

Economic Power

Wellbeing Futures Investing, LEW-Backed Securities (up to US$250K per participant), and the Wellbeing Management Toolkit for personalized LEWs improvement.

Political Power

Governance tools from local to global, with LEWs-based policy scoring and technology and support for launching the AI-Powered Global Constitutional Democracy (AI-GCD).

Community Power

GoldBird Centers everywhere. Self-sovereign data marketplace. GoldGates quantum-ready security. GoldStore for member products.

Innovation Power

EFRI-Tech for AI-powered innovation at 10–1,000× speed. GoldSage as your AI partner. What you create, you own.

GoldBird is leading in opening hundreds of trillions of US dollars equivalent in new global markets through wellbeing-aligned capital, using AI to accelerate wellbeing-improving innovation faster than any other platform on the planet, creating extraordinary new political power through the AI-GCD, and building trust and trustworthy media through self-sovereign architecture. This is supported by 88+ patent-ready innovations and 200+ products and services in active development.

We believe platforms should operate at a layer above the generative AI infrastructures that support them — because LLM providers need data at massive scale, while wellbeing platforms must protect participants’ most personal data. We welcome competition, and GoldBird’s advantage is being first to integrate and deliver all four powers. Open interoperability standards (OSPREY) ensure participants can move between platforms freely.

What this means for you: access to the most advanced AI-powered wellbeing tools on the planet, the ability to create products, services, and businesses at extraordinary speed, participation in hundreds of trillions of US dollars equivalent in new global economic value, and a democratic voice in shaping the future — all through a single membership in a platform that is governed by its members and committed to your flourishing.

Infrastructure Two: The AI-Powered Global Constitutional Democracy.

A new democratic institution of, by, and for the people of the world — made possible by AI, governed through fractal democratic structures that optimize participation by all.

GoldBird’s mission is to optimize lifelong wellbeing, and the research is clear that good governance is one of the most significant predictors of LEWs. The catastrophic risks that drive LEWs down — climate, AI, pandemics, nuclear risk — can only be addressed by governance that operates at global scale with democratic legitimacy from individuals, not just states. Building the governance layer is not optional — it is a requirement of the mission.

Democratic institutions are being hollowed out now. Authoritarianism is rising now. AI is being deployed to undermine elections, spread disinformation, and consolidate power now. The AI-GCD is not a theoretical ideal — it is a counter-move against forces that are already in motion.

GoldBird developed the AI-Powered Global Constitutional Democracy (AI-GCD) as part of its integrated solution — applying advances in democratic theory, fractal governance, and AI-powered civic engagement to the challenge of global-scale democratic participation. The AI-GCD is launching now, in a Founding Phase, with AI-GCD Launch Centers opening in every jurisdiction.

The Declaration of Wellbeing Independence

The founding document of the AI-GCD. It asserts two fundamental freedoms for every person: maximum freedom from domination and maximum freedom to flourish. GoldBird members are invited — not required — to sign during enrollment. Signing is a civic commitment, not a checkbox, and certain privileges such as governance voting and Launch Center leadership require it.

Read the Declaration

The Path to Independence

Now: The AI-GCD Launch Network operates on the same secure infrastructure as the GoldBird Platform, with X50 SP serving as Network Administrative Organization for both and providing launch capital, technology, and funding.

MOU: A formal agreement with an independent AI-GCD advisory council defines rights, responsibilities, and the path to independence.

Constitutional Convention: When critical mass is reached, delegates elected from every jurisdiction will draft a permanent constitution, and the AI-GCD will become a self-governing entity.

What this means for you: the chance to help shape a new global democracy from the ground up — to lead in your jurisdiction, to influence policy at every level of government using LEWs as the standard, and to participate in building governance infrastructure that protects the wellbeing and freedoms of billions of people for generations to come.

Hundreds of Trillions of Dollars in New Opportunities.

LEWs makes wellbeing measurable. Ethics First anchors our measure, our institutions, and our conduct. The four powers make it achievable. GoldBird delivers the first platform. The AI-Powered Global Constitutional Democracy (AI-GCD) delivers the governance. Together, they open what we believe to be the largest set of economic and civic opportunities in human history — hundreds of trillions of US dollars equivalent in new GDP and new capital, plus the chance to shape democratic governance from local to global.

Through GoldBird

Use the Wellbeing Management Toolkit to measure and improve wellbeing for yourself and those you care about
Fast-track earning opportunities
New jobs and contracts
Create new products, services, and businesses at EFRI speed — own what you create
Transform existing businesses and organizations from the inside
Transform AI services from the inside
Invest for higher-return wellbeing-aligned opportunities
Participate in LEW-Backed Security offerings — potentially up to US$250,000 per participant
Create or join GoldBird Centers (local to global)

Through the AI-GCD

Sign the Declaration of Wellbeing Independence — become a Founding Signer
Join or start an AI-GCD Launch Center in your jurisdiction
Transform governments from the inside — LEWs-based policy scoring, AI-powered civic engagement
Run for governance leadership — from local to global
Help build new governance infrastructure for transnational risks
Participate in shaping the path to the Constitutional Convention

Be first — in any of these areas. First-mover advantage in your jurisdiction, your industry, your domain. The opportunities are real, specific, and time-limited.

A vision of the AI-Powered Wellbeing Society — golden castles connected by luminous paths, with Earth rising behind them

An intelligent planet is rising on the horizon — with trillions in new resources and a new world waiting to be explored. Every participant gets a castle. Every castle connects to that world. The world is being built now.

Join the Vanguard™.

Be one of the founding members and partners who will build, lead, and share in the rewards of the AI-Powered Wellbeing Society. This moment will not repeat.

Free to explore. First 30 days free when accepted. After that, you pay based on the services you use.