Pathways
Pathways Toward a Global Resource-Based Economy
A Pluralist Architecture for Governing the Commons in the Age of Artificial Intelligence — A Detailed Exposé
Contents
1. Historical and Intellectual Roots
1.1. The Technocracy movement and energy accounting
1.2. The Venus Project and the phrase "resource-based economy"
1.3. The socialist calculation debate
1.4. Cybersyn: cybernetics in the service of planning
1.5. Elinor Ostrom and the governance of the commons
1.6. The contemporary deliberative wave
2. The Five Founding Principles
3. The Proposed Architecture: Five Layers
4. The Role of Artificial Intelligences in Detail
5. Scientific Foundations: Planetary Boundaries and the Social Floor
Foreword
How should the resources of a finite planet be allocated in a manner at once efficient, fair and sustainable? This question, as old as political economy itself, takes on new salience as three developments converge: the increasingly precise measurement of Earth's biophysical limits, the growing maturity of deliberative-democratic institutions, and the emergence of artificial intelligences capable of processing volumes of information that were once inconceivable.
The idea of a "resource-based economy" — one in which allocation would no longer depend primarily on market prices but on actual physical availability and expressed needs — belongs to a long utopian tradition. This exposé offers a deliberately non-utopian version of it: a pluralist, hybrid, experimental architecture in which no single mechanism — neither market, nor planning, nor artificial intelligence — claims to resolve everything. Its guiding principle can be stated in one sentence: distribute decisional power rather than concentrate it, and assign AI the role of a cognitive tool in the service of collective human judgment, never that of an arbiter.
The exposé proceeds in seven movements: the historical and intellectual roots of the project; its founding principles; the proposed architecture, decomposed into five layers; the precise role of artificial intelligences; the scientific foundations; the pathways of transition; and finally the open problems — for an honest proposal must exhibit its own limits.
1. Historical and Intellectual Roots
The proposal defended here does not emerge from nowhere. It inherits — while correcting — several traditions whose contributions and failures must both be understood.
1.1. The Technocracy movement and energy accounting
In the 1930s, in the United States and Canada, the movement known as Technocracy Incorporated — animated notably by Howard Scott and the geophysicist M. King Hubbert — proposed replacing money with energy accounting: goods and services would be measured in the units of energy required to produce them, and the economy would be administered by engineers rather than by politicians or markets. The movement, popular at the height of the Great Depression, declined rapidly. It leaves two legacies: the fertile intuition that an economy must be anchored in its real physical flows (energy, matter) rather than in monetary abstractions alone; and the instructive counter-example of a project that sought to replace politics with expertise — something the architecture presented here explicitly refuses.
1.2. The Venus Project and the phrase "resource-based economy"
The phrase "resource-based economy" was popularized by Jacque Fresco (1916–2017), a self-taught industrial designer and founder, with Roxanne Meadows, of the Venus Project in Florida. Fresco imagined a world without money, property or compelled labor, in which cybernetic systems would allocate resources according to availability and need, within integrally designed circular cities. The Zeitgeist movement carried these ideas to a wide audience in the 2000s and 2010s. Fresco's vision retains its value as an imaginative horizon — sustainable abundance as a goal, the obsolescence of trading survival for labor — but it suffers from two blind spots that the architecture presented here endeavors to address: the absence of a theory of transition, and the absence of a theory of power (who designs the machines? who arbitrates conflicts of value?).
1.3. The socialist calculation debate
Any proposal for non-market allocation must confront the debate opened by Ludwig von Mises in 1920: without market prices for the means of production, he argued, rational economic calculation is impossible. Oskar Lange replied in the 1930s that a central planning board could simulate the market by trial and error. Friedrich Hayek shifted the debate onto deeper ground in "The Use of Knowledge in Society" (1945): the problem is not merely computational but epistemic. The relevant knowledge — preferences, local constraints, tacit know-how, the circumstances of time and place — is dispersed across millions of minds and can never be centralized without loss. Prices function as a telecommunications system that condenses this dispersed information.
The debate has been revived by computing. As early as 1993, Paul Cockshott and Allin Cottrell ("Towards a New Socialism") argued that modern computation made planning in labor-time technically feasible. More recently, Leigh Phillips and Michal Rozworski ("The People's Republic of Walmart", 2019) observed that the world's largest corporations — Walmart, Amazon — are internally planned economies the size of entire countries, operating without internal markets thanks to algorithmic logistics. Daniel Saros has proposed a model in which preferences are expressed continuously through digital catalogs rather than through periodic votes. The lesson retained here is twofold: computation alone does not refute Hayek, for the decentralized and continuous expression of preferences remains indispensable; but Hayek alone does not sanctify the market, for vast swathes of the real economy are already planned, successfully. Hence the choice, developed below, of hybrid mechanisms.
1.4. Cybersyn: cybernetics in the service of planning
Between 1971 and 1973, Allende's Chile entrusted the British cybernetician Stafford Beer with the design of Project Cybersyn: a network of telex machines linking nationalized factories to an operations room in Santiago, where near-real-time indicators were to permit a supple regulation of the economy — with, remarkably, an explicit principle of local-unit autonomy, the central tier intervening only upon a persistent alert signal (Beer's "viable system" model). The project was destroyed by the 1973 coup. As the historian Eden Medina has shown ("Cybernetic Revolutionaries", 2011), Cybersyn demonstrates that decentralized informational regulation is conceivable — and that its principal vulnerability is not technical but political.
1.5. Elinor Ostrom and the governance of the commons
Winner of the 2009 Sveriges Riksbank Prize, Elinor Ostrom established empirically ("Governing the Commons", 1990) that communities have sustainably managed common-pool resources — alpine pastures, irrigation systems, fisheries — for centuries, without state or privatization, provided certain design principles are met: clearly defined boundaries; rules adapted to local conditions; participation of users in modifying the rules; monitoring carried out by the users themselves or by agents accountable to them; graduated sanctions; low-cost conflict-resolution mechanisms; recognition of the right to self-organize; and, for large systems, organization in nested tiers (polycentricity). These principles directly irrigate the architecture presented here: they prove that the alternative to the market is not necessarily centralization, and that polycentric governance is a massive historical fact, not a speculation.
1.6. The contemporary deliberative wave
Since the 1980s, the theory (Habermas, Fishkin, Manin) and practice of deliberative democracy have produced a considerable corpus. James Fishkin's deliberative polls have shown that ordinary citizens, properly informed and placed in structured deliberation, revise their opinions substantially and converge toward more nuanced positions. The OECD has catalogued ("Catching the Deliberative Wave", 2020) several hundred randomly selected citizens' assemblies across the world: the Irish Citizens' Assembly (whose work prepared the referendums on marriage equality in 2015 and on abortion in 2018), the French Citizens' Convention on Climate (2019–2020), the permanent assembly of Belgium's German-speaking community (the Ostbelgien model, since 2019), climate assemblies in the United Kingdom, Denmark and Scotland.
In parallel, digital tools for large-scale deliberation have proven themselves: the vTaiwan platform, built on the Pol.is software, enabled Taiwan to craft legislative compromises (the regulation of Uber, online alcohol sales) by mapping zones of consensus among tens of thousands of participants; the free-software platform Decidim, born in Barcelona, now equips hundreds of local governments. These experiences constitute the institutional raw material of the deliberative layer described below.
2. The Five Founding Principles
The architecture rests on five principles, each of which answers a documented failure of earlier systems — deregulated markets, centralized planning, or technocracy.
Principle 1 — Pluralism of mechanisms. No single allocation mechanism may claim to settle everything. Markets, deliberative planning and self-organized commons coexist, each in the domain where it excels.
Principle 2 — Floor constraints rather than a meta-objective. The system does not pursue a single objective function. It establishes non-negotiable floor constraints — planetary boundaries, fundamental human rights, non-extinction of species — and, above this floor, lets the pluralism of ends express itself through deliberation.
Principle 3 — Representativeness through sortition. Collective trade-offs are entrusted to bodies that are representative by construction (stratified random sampling) rather than to self-selected volunteers.
Principle 4 — AI as cognitive tool, never as arbiter. Artificial intelligences inform, simulate, summarize, translate, alert; they do not decide political questions. Where automation is delegated, it remains plural, audited and revocable.
Principle 5 — Revisability and reversibility. Every rule is dated and carries its own review clause. Every delegation of automation is revocable. Every deployment proceeds by local experimentation before extension.
3. The Proposed Architecture: Five Layers
The architecture can be described as a stack of five layers, each constraining and feeding the others.
3.1. The normative layer: floor constraints
At the base, a small set of non-negotiable constraints of a quasi-constitutional nature, defined scientifically where they are biophysical and legally where they are social:
The ecological ceiling rests on the planetary boundaries framework (Rockström et al., 2009; updated by Richardson et al., 2023): climate change, biosphere integrity, the biogeochemical cycles of nitrogen and phosphorus, land-system change, freshwater, ocean acidification, atmospheric aerosols, novel entities (including plastics and chemical pollutants), stratospheric ozone. Each boundary translates into quantified budgets that the allocative layer must respect as hard constraints.
The social floor takes up the intuition of Kate Raworth's "doughnut" (2017): no trade-off may push anyone below a threshold of dignity — food, water, housing, health, education, energy, political participation. This floor is anchored in existing international human rights law.
Revising these constraints follows a deliberately heavy procedure (qualified majorities, delays, double readings), in the manner of constitutional amendment: here, rigidity is a protection against momentary majorities, not a defect.
3.2. The deliberative layer: mini-publics and nested circles
Above the floor, the trade-offs belong to human deliberation, organized in nested circles:
First circle: randomly selected mini-publics. For each major question, a panel of several hundred to several thousand people is constituted by stratified sortition — geography, age, gender, income level, urban or rural setting — so as to be a portrait in miniature of the affected population. The panel receives time (weeks or months), remuneration that makes participation genuinely accessible, and adversarial information: experts holding opposed positions, hearings of stakeholders, direct access to the data.
Second circle: the enlarged consultation. The panel's proposals are submitted to a broad consultation, open to all volunteers and equipped with platforms of the Pol.is or Decidim type, which map convergences and cleavages rather than counting raw votes. The representativeness of the first circle corrects the self-selection of the second, and the breadth of the second corrects the narrowness of the first.
Third circle: polycentricity of scales. Decisions are taken at the most local scale compatible with their effects (the principle of subsidiarity). There is no single world assembly: planetary legitimacy is produced by the articulation of multiple bodies, not by a global sovereign.
3.3. The allocative layer: hybrid mechanisms
Actual production and distribution mobilize three families of mechanisms, distributed according to the nature of the goods:
Framed markets retain what they do well: revealing heterogeneous personal preferences, coordinating substitutable goods, transmitting fine-grained scarcity signals. They operate within the ecological budgets of the normative layer.
Deliberative planning takes charge of infrastructure, common goods and sectors whose time horizons exceed what markets can see: energy, water and transport networks, fundamental research, pandemic preparedness, ecosystem restoration.
Self-organized commons manage resources whose users are identifiable and whose boundaries are traceable — fisheries, forests, pastures, irrigation, but also digital commons (free software, encyclopedias, open data) — according to Ostrom's design principles, with legal recognition of their right to self-govern.
The boundary between these three families is not fixed once and for all: it is itself an object of periodic deliberation, in the light of measured results.
3.4. The informational layer: AI as cognitive tool
Artificial intelligences intervene at every level, but in a strictly defined role of cognitive instrumentation. Two cases are distinguished. For functions assisting deliberation and management, AI proposes and humans dispose. For delegated subsystems — well-bounded technical perimeters — automation is admitted, but under three cumulative conditions: an explicit, dated mandate; a plurality of independent systems whose disagreements trigger human review; and revocability at any moment.
3.5. The control layer: audit, veto, transparency
The final layer organizes the methodical distrust without which every architecture of power degenerates:
Actionable transparency. All the system's data and decisions are published. Legibility interfaces are a right, and independent third parties enjoy full programmatic access to build their own counter-readings.
Audit by sortition. Decisions — human and automated alike — are continuously drawn at random for detailed reconstruction by mixed audit teams, independent of the design teams.
Local suspensive veto. Any community materially affected by a decision may suspend it for the duration of an adversarial review. A system that those it affects cannot slow down is, by construction, a system imposed upon them.
Institutional separation of powers. The bodies that set the constraints, those that deliberate on allocations, those that operate the systems and those that audit them are distinct, with independent budgets and recruitment.
4. The Role of Artificial Intelligences in Detail
AI's contribution unfolds across six functions, ordered from the least to the most sensitive.
4.1. Resource mapping and physical accounting. Fusion of satellite data, sensors and declarations to keep the economy's physical accounts continuously: stocks and flows of energy, water, materials, land artificialization, biomass. This realizes, with contemporary means, the technocratic intuition of the 1930s — but in the service of deliberation, not in its place.
4.2. Simulation and impact assessment. Before each deliberative trade-off, models simulate the probable consequences of the options at hand, with their uncertainty intervals made explicit. Several independent models are systematically confronted; their divergences are presented to the deliberators as information in its own right.
4.3. Instrumentation of deliberation. Faithful, multi-perspective summaries of debates; real-time translation across languages; controlled popularization of technical dossiers; mapping of consensus and cleavages; detection of blind spots; assistance in formulating compromises.
4.4. Delegated operation of subsystems. Automated management of bounded perimeters, under the three conditions of explicit mandate, adversarial plurality, and revocability. The typical delegable perimeter is recognizable by three traits: quantifiable and uncontroversial objectives, fast feedback loops, and a bounded, reversible cost of error.
4.5. Algorithmic audit. Audit AIs, developed and governed independently of the operational AIs, reconstruct the randomly selected decisions, search for systematic biases, and test robustness through adversarial scenarios.
4.6. Sentinel of the boundaries. Continuous monitoring of compliance with the floor constraints, with a power of alert — never of sanction. The distinction is structural: an AI that punishes is a sovereign; an AI that alerts is an instrument.
5. Scientific Foundations: Planetary Boundaries and the Social Floor
5.1. The planetary boundaries framework. Introduced in 2009 by Johan Rockström, Will Steffen and their colleagues, and updated in 2023 by Katherine Richardson and her team, this framework identifies nine processes that regulate the stability of the biosphere and quantifies, for each, a threshold beyond which the risk of non-linear tipping rises sharply. The 2023 update estimated that six of the nine boundaries had already been crossed. This finding grounds the necessity of hard constraints: an economy that treats these thresholds as mere externalities with negotiable prices is gambling with the stability of its own substrate.
5.2. Raworth's doughnut and ecological economics. Kate Raworth ("Doughnut Economics", 2017) superimposed on the ecological ceiling a social floor of twelve dimensions derived from the Sustainable Development Goals. The annular space between floor and ceiling — the "doughnut" — defines the domain of viable economies. More broadly, ecological economics (Georgescu-Roegen on entropy, Herman Daly on the steady-state economy) supplies the theoretical bedrock: the economy is an open subsystem of the biosphere, traversed by flows of energy and matter that no monetary convention can abolish.
5.3. What science does not settle. This must be said with equal clarity: science establishes the thresholds and the probable consequences of choices; it does not dictate the choices themselves. Distributing a carbon budget among regions, arbitrating between ecosystem restoration and food production, weighing the present against future generations: these are normative questions that the deliberative layer must own as such, without taking refuge behind a façade of objectivity.
6. Transition Pathways
An architecture without a theory of transition is stage scenery. The pathway proposed here refuses the "great switchover" in favor of a strategy of experimentation, demonstration and propagation.
6.1. Experiment where the building blocks already exist. Every layer of the architecture has functioning precedents: institutionalized citizens' assemblies (Ostbelgien), large-scale deliberative platforms (vTaiwan, Decidim), ceiling-and-floor compasses adopted by municipalities (Amsterdam), commons governed according to Ostrom's principles on every continent, upstream environmental quotas, participatory budgeting. The first phase consists in densifying these building blocks and articulating them.
6.2. Measure, publish, compare. Each experiment is instrumented from its inception: ecological and social indicators, deliberation costs, participant satisfaction, robustness to capture attempts. The results — failures included — are published in comparable formats. This is the epistemic regime of science applied to institutions.
6.3. Propagate by adhesion, not by imposition. The arrangements that prove themselves spread through voluntary adoption by other territories and sectors, with the local adaptations that Ostrom's principles recommend.
6.4. Build the international tier through physical budgets. Planetary articulation does not require a world government: it can proceed from treaties on physical budgets negotiated among regional blocs, with mutual verification equipped by remote sensing and open physical accounting.
7. Open Problems and Objections
An honest proposal exhibits its weak points. Here are seven, with no complete solution to date.
7.1. The real diversity of AIs. Mutual control among systems presupposes their effective independence. Yet today's large models are trained on corpora that overlap massively, by teams who read one another, within a small number of technical cultures. Achieving genuine diversity is an open problem, perhaps the hardest in the entire architecture.
7.2. The legitimacy of small numbers. A panel of a thousand randomly selected people is representative in the statistical sense; it is not mandated in the elective sense. The articulation among mini-publics, broad consultations and existing elected institutions remains a theoretical and practical work in progress.
7.3. Geopolitics. The architecture assumes that rival regional blocs will accept common physical budgets and their mutual verification. Nothing guarantees this acceptance; the history of climate negotiation since Kyoto shows the difficulty.
7.4. Capture. Every arrangement of power invites strategies of capture: lobbying, manipulation of consultation platforms, colonization of audit bodies. The countermeasures — rotation, sortition, transparency, plurality — reduce the attack surface without eliminating it. Vigilance is a permanent cost, not a problem solved once.
7.5. The cognitive and democratic cost. Deliberating takes time. The wager is that this demand is also a school; but a wager is not a certainty, and deliberative fatigue is a documented risk.
7.6. Measuring the floor and the ceiling. The ecological budgets rest on living, hence revisable, sciences; the social indicators embed hidden normative choices. The frontier between expertise and politics will remain a site of permanent friction — and must remain so.
7.7. Uncertainty about the AIs themselves. The architecture is designed for AIs that are powerful yet governable. Should radically more capable systems emerge, the safeguards described here would count as necessary, not sufficient. The architecture is not an answer to the alignment problem; it presupposes it partially solved.
Conclusion
The global resource-based economy, as set out here, is not a perfect machine but an institutional ecosystem: floor constraints anchored in science; representative deliberations organized in nested circles; hybrid allocation mechanisms — framed markets, deliberative planning, self-organized commons — distributed according to the nature of the goods; plural artificial intelligences confined to the role of cognitive tools, audited and revocable; and a control layer that institutionalizes methodical distrust.
Its promise is modest compared with the utopias from which it descends: it guarantees neither abundance nor harmony. It offers something else: a practicable trajectory — every building block already exists somewhere — and a robustness to failure that no centralized architecture, however benevolent the intelligence at its helm, can offer. On a finite planet where six boundaries out of nine have already been crossed, among societies that share neither the same values nor the same histories, this is perhaps the only promise it is honest to make: not the best of all worlds, but a world that learns from its errors faster than it commits them.
References and Related Reading
Beer, S. — Brain of the Firm (1972); design of Project Cybersyn and the viable system model.
Cockshott, P. & Cottrell, A. — Towards a New Socialism (1993); the computational feasibility of planning.
Daly, H. — Steady-State Economics (1977); the steady-state economy and biophysical limits.
Fishkin, J. — When the People Speak (2009); deliberative polling and deliberative democracy.
Fresco, J. — The Best That Money Can't Buy (2002); the Venus Project and the resource-based economy.
Georgescu-Roegen, N. — The Entropy Law and the Economic Process (1971); thermodynamic foundations of economics.
Hayek, F. — "The Use of Knowledge in Society", American Economic Review (1945); distributed knowledge.
Medina, E. — Cybernetic Revolutionaries (2011); the history of Project Cybersyn in Chile.
Mises, L. von — "Die Wirtschaftsrechnung im sozialistischen Gemeinwesen" (1920); the opening of the calculation debate.
OECD — Catching the Deliberative Wave (2020); a global inventory of citizens' assemblies.
Ostrom, E. — Governing the Commons (1990); design principles of the commons and polycentricity.
Phillips, L. & Rozworski, M. — The People's Republic of Walmart (2019); large-scale logistical planning.
Raworth, K. — Doughnut Economics (2017); ecological ceiling and social floor.
Richardson, K. et al. — "Earth beyond six of nine planetary boundaries", Science Advances (2023).
Rockström, J. et al. — "A safe operating space for humanity", Nature (2009).
Saros, D. — Information Technology and Socialist Construction (2014); continuous expression of preferences through digital catalogs.
Van Reybrouck, D. — Against Elections (2013); a contemporary case for sortition.
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