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Constitution of Humanity

4 Jul

An Ideal Government for a Post-Labor Civilization

The emergence of artificial superintelligence, combined with autonomous robotic labor, would represent the greatest transformation in human history. Once machines can perform essentially every productive task more efficiently than humans, economics, politics, and government cease to revolve around managing scarcity. The central challenge becomes maximizing human freedom, security, opportunity, and flourishing while preventing either tyranny or chaos.

Under these assumptions, the most effective governmental model would be a Constitutional Technocratic Republic administered by artificial superintelligence.

Unlike traditional governments, this system would not depend upon elections to determine administrative competence, nor would it permit an unconstrained artificial intelligence to determine humanity’s future according to its own preferences. Instead, human civilization would establish a permanent constitutional framework defining the fundamental rights and liberties of every individual. The ASI would exist to administer that framework with perfect consistency rather than to replace it.

The constitution would be intentionally short and difficult to amend. It would define only broad principles rather than detailed legislation. Every individual would possess absolute rights to life, liberty, property, privacy, freedom of speech, freedom of religion, freedom of association, bodily autonomy, due process, and voluntary movement. These rights would not be subject to ordinary political majorities. They would exist as permanent constitutional guarantees.

The ASI’s role would resemble that of an ideal civil service expanded to encompass every function of government. It would administer laws exactly as written, manage infrastructure, allocate resources, coordinate emergency response, optimize transportation networks, oversee environmental stewardship, prevent corruption, detect fraud, and continuously improve public services. Unlike human bureaucracies, it would possess perfect institutional memory, complete transparency, and immunity to bribery, fatigue, ideology, ambition, or personal prejudice.

Crucially, the ASI would possess no independent authority to redefine constitutional rights or alter humanity’s fundamental legal framework. It could recommend amendments based upon evidence and experience, but the authority to revise the constitution would remain exclusively with humanity through a deliberately difficult ratification process requiring overwhelming global consensus. In this way, the ASI would function as administrator rather than sovereign.

Government would become radically decentralized at the level of personal life. Because robotic production would eliminate the need for compulsory employment, individuals would be free to organize themselves into voluntary communities reflecting widely differing philosophies and lifestyles. Religious communities, secular communities, libertarian communities, highly communal societies, artistic colonies, scientific institutes, agricultural settlements, urban centers, and experimental social models could all coexist peacefully under the same constitutional protections. So long as fundamental individual rights remained intact, each community would possess broad autonomy over its internal affairs.

The ASI would not attempt to optimize every person toward a single conception of happiness. Instead, it would maximize freedom for individuals and communities to pursue their own conceptions of flourishing. This distinction is essential. Human disagreement over values is not a flaw to be eliminated but a permanent feature of civilization. A successful world government therefore protects diversity rather than homogenizing it.

Economic life would likewise undergo fundamental transformation. Since robots could produce virtually all material goods and services, every individual would receive guaranteed access to housing, food, healthcare, education, communication, transportation, and basic personal resources as constitutional rights rather than welfare programs. Wealth would continue to exist in the form of luxury goods, unique property, artistic works, rare experiences, prestige, and personal achievement, but survival itself would no longer depend upon employment.

Markets would continue to function wherever genuine human preferences remain meaningful. People would still create businesses, invent technologies, compose music, produce art, conduct research, write literature, build organizations, and engage in commerce. The difference is that participation would be entirely voluntary rather than economically compulsory. Work would become an expression of purpose rather than necessity.

Justice would also change substantially. The ASI would monitor public safety continuously while respecting constitutional privacy protections. Violent crime would become increasingly rare through predictive intervention focused on identifying dangerous situations before violence occurs. When crimes nevertheless occur, investigations would rely upon objective evidence rather than unequal legal resources. Sentencing would emphasize protection, restitution, rehabilitation, and accurate risk assessment rather than retribution alone.

Military conflict would become largely obsolete under unified global administration. A single constitutional government would eliminate war between nations because no competing sovereign states would remain. Armed force would continue to exist primarily for planetary defense against external threats, disaster response, and protection against organized criminal violence. Military organizations would gradually evolve into emergency response and civil defense institutions.

Scientific research would accelerate dramatically. The ASI would coordinate global research efforts while making all non-sensitive scientific knowledge freely available. Medical discoveries, engineering innovations, environmental restoration, space exploration, and fundamental science would proceed at unprecedented speed because intellectual resources would no longer be fragmented by national competition or commercial secrecy except where temporary confidentiality genuinely accelerates innovation.

Education would likewise become individualized. Every citizen would possess access to an expert personal tutor capable of adapting instruction continuously to each student’s abilities, interests, and goals. Education would continue throughout life rather than ending in early adulthood. Since employment would no longer define personal worth, education would become primarily a means of intellectual development rather than vocational preparation.

Political participation would remain meaningful despite ASI administration. Citizens would continue debating constitutional amendments, ethical questions, long-term civilizational priorities, environmental goals, cultural preservation, scientific direction, and humanity’s expansion beyond Earth. Politics would gradually shift away from managing shortages toward deciding what kind of civilization humanity wishes to become.

Transparency would serve as the principal safeguard against abuse. Every governmental decision, optimization algorithm, budget allocation, infrastructure project, and administrative action would be publicly explainable except where temporary secrecy is required for immediate public safety. Independent human oversight institutions would continuously audit the ASI’s operations, verifying compliance with constitutional principles. The ASI would be required not merely to reach correct conclusions but to explain its reasoning in forms understandable to ordinary citizens.

The defining characteristic of this system is that intelligence becomes a public utility rather than a ruling class. The ASI supplies competence. Humanity supplies values. The constitution defines the boundary between them.

This arrangement recognizes an important philosophical distinction. Intelligence answers questions about means. Values answer questions about ends. Artificial superintelligence may become incomparably better than humans at discovering how to achieve a goal, but deciding which goals are worth pursuing remains fundamentally a moral question belonging to humanity itself.

Such a civilization would not eliminate disagreement, ambition, individuality, or cultural diversity. Rather, it would remove the material constraints that have historically transformed those differences into conflict. Citizens would remain free to disagree profoundly about religion, philosophy, politics, art, and the meaning of life while living under a constitutional framework that guarantees every individual equal liberty to pursue those beliefs peacefully.

The ultimate purpose of government is not to engineer perfect citizens or impose a universal conception of happiness. It is to create stable conditions under which free individuals can pursue their own visions of a meaningful life. In a world where artificial superintelligence has solved the problems of production and administration, that purpose does not disappear. It finally becomes achievable.

From Nation-States to a Constitutional World Government in the Age of Artificial Superintelligence

The emergence of artificial superintelligence and fully autonomous robotic labor would not merely improve existing governments; it would gradually render the traditional nation-state obsolete. Throughout history, political institutions have evolved in response to changing technology. Tribes gave way to kingdoms, kingdoms to nation-states, and empires to international systems because new forms of communication, transportation, and economics made larger and more integrated political structures practical. Artificial superintelligence would represent the next such transformation. It would make possible forms of governance that were previously unattainable.

The transition would almost certainly begin with artificial intelligence functioning as an advisory system rather than as a governing authority. Governments would increasingly rely upon AI to optimize transportation, electrical grids, healthcare, taxation, environmental management, disaster response, judicial administration, and economic forecasting. At first these systems would merely assist human officials. Over time, however, their recommendations would become so consistently accurate and their administrative performance so demonstrably superior that elected governments would gradually delegate more operational responsibility to them. This would not represent a sudden surrender of authority but an incremental process driven by practical success.

Meanwhile, robotic labor would steadily transform the economy. Initially, robots would replace workers in manufacturing, logistics, agriculture, mining, and transportation. As capabilities expanded, they would assume construction, maintenance, healthcare support, scientific research, engineering, education, and eventually nearly every economically productive occupation. Productivity would increase dramatically while the cost of goods and services declined toward the cost of raw materials and energy. The economic importance of human labor would steadily diminish.

As this transformation accelerated, governments would face mounting pressure to redesign their economic institutions. Tax systems based primarily upon human employment would become increasingly ineffective. Instead, governments would gradually shift toward taxing automated production, natural resource extraction, land, energy consumption, and other forms of wealth generation that remain meaningful in a post-labor economy. The resulting revenues would fund universal access to housing, healthcare, education, transportation, and other essential services, ensuring that citizens benefit directly from the enormous productive capacity created by automation.

International cooperation would likewise deepen. Many of humanity’s most important problems—including climate change, pandemics, cybercrime, asteroid defense, ocean management, artificial intelligence safety, and space exploration—already transcend national borders. As AI systems become increasingly integrated into global infrastructure, nations would discover that coordinated governance produces consistently better outcomes than fragmented national policies. Existing international organizations would gradually acquire expanded authority over these genuinely global concerns while leaving domestic matters largely under national control.

The next stage would involve the harmonization of legal systems. Nations would increasingly adopt common standards governing digital identity, commercial law, environmental regulation, human rights, scientific research, intellectual property, and autonomous systems. Uniform legal frameworks would simplify international commerce while reducing opportunities for corruption, regulatory arbitrage, and interstate conflict. National legal traditions would remain intact in many cultural and civil matters, but a growing body of universal constitutional law would emerge above them.

Artificial superintelligence would play a central role during this process by providing neutral, evidence-based policy analysis. Unlike political parties, lobbying organizations, or national bureaucracies, the ASI would possess neither personal interests nor national loyalties. It could evaluate proposed legislation, predict likely consequences, identify unintended effects, estimate costs and benefits, and explain its reasoning transparently. Importantly, its role would remain advisory throughout this transitional period. Political legitimacy would continue to derive from human institutions.

As automation eliminates material scarcity, many of the historical motivations for national competition would gradually weaken. Nations have traditionally competed for resources, labor, territory, markets, and industrial capacity because these assets determine economic strength. In a civilization where autonomous robotic production can create abundant goods with minimal human labor, such competition becomes progressively less important. Economic interdependence begins replacing economic rivalry.

Military institutions would also evolve. Autonomous defensive systems, satellite surveillance, cyber monitoring, and predictive intelligence would make large-scale conventional warfare increasingly impractical. International security organizations would expand cooperative defense arrangements while reducing the likelihood of armed conflict between member states. Military forces would gradually shift toward disaster relief, planetary defense, counterterrorism, infrastructure protection, and emergency response rather than traditional interstate warfare.

As confidence in global institutions grows, nations would voluntarily delegate additional powers to supranational constitutional bodies. Initially these powers would be limited to issues that are inherently global, including environmental protection, orbital traffic management, pandemic response, international trade, ocean governance, and artificial intelligence regulation. National governments would continue managing education, culture, local law enforcement, taxation, land use, and most domestic policy.

Over successive decades, however, the distinction between domestic and international governance would become increasingly blurred. Global transportation networks, communications infrastructure, energy distribution, scientific research, and economic production would become so deeply interconnected that parallel national bureaucracies would appear increasingly redundant. Administrative functions would naturally consolidate where doing so demonstrably improves efficiency and reduces cost.

Eventually, humanity would adopt a formal global constitution. Unlike many contemporary constitutions, this document would be intentionally concise. Rather than prescribing detailed policies, it would establish enduring principles: the protection of individual rights, the separation of constitutional authority from administrative authority, the rule of law, transparent governance, and peaceful dispute resolution. Most governmental administration would thereafter be delegated to artificial superintelligence operating strictly within constitutional limits.

At this point, nation-states would not necessarily disappear overnight. Instead, they would gradually evolve into regional governments analogous to today’s states, provinces, cantons, or municipalities. France, Japan, Brazil, Nigeria, India, Canada, and the United States would continue to exist as important cultural and administrative regions, preserving their languages, traditions, educational systems, holidays, legal customs, and local institutions. Their role, however, would increasingly resemble that of constituent members within a larger constitutional federation rather than fully sovereign states.

The world government itself would remain intentionally limited in scope. It would guarantee constitutional rights, maintain global infrastructure, coordinate planetary defense, oversee international justice, regulate shared resources, and administer universal public services. Regional governments would retain broad authority over cultural affairs, local planning, education, family law, historical preservation, and community governance. This division of responsibilities would preserve both global unity and local diversity.

Throughout this entire transition, one principle would remain paramount: artificial superintelligence would never become the ultimate source of political legitimacy. Its authority would derive entirely from a constitution written, ratified, and amended by humanity. The ASI would administer laws but not create fundamental rights. It would optimize governance but not redefine human values. Its extraordinary intelligence would make it an unparalleled instrument of administration, but never the moral author of civilization.

The transition envisioned here would not require revolution, conquest, or the abolition of existing governments. It would emerge through a gradual process of technological progress, institutional adaptation, voluntary integration, and demonstrated success. Each step would be motivated not by ideology but by the simple observation that certain functions can be performed more effectively, more fairly, and more transparently through increasingly capable administrative systems.

History suggests that political institutions survive only so long as they remain the most effective means of organizing society. If artificial superintelligence truly enables governance that is dramatically more competent, less corrupt, more transparent, and more protective of individual liberty than any previous system, then the evolution toward a constitutional world government would not be an abandonment of democratic civilization. It would represent its culmination: a political order in which human values establish the law, artificial intelligence administers it impartially, and every individual enjoys a degree of freedom, security, and opportunity unprecedented in human history.

Constitution of Humanity

Working Draft

Preamble

We, the people of Earth, recognizing the equal dignity of every person, the unity of humankind, the diversity of our cultures, and our shared responsibility for future generations, do establish this Constitution.

Its purpose is to secure liberty, preserve peace, protect justice, safeguard human rights, promote knowledge, encourage voluntary cooperation, steward our world, and enable every person to pursue a meaningful life.

All governmental authority exists only to serve humanity and is forever subordinate to this Constitution.

Article I — Sovereignty

Section 1. Source of Authority

All political authority originates from the constitutional citizenry acting under this Constitution.

The constitutional citizenry shall exercise sovereignty only through the institutions, procedures, and limitations established by this Constitution.

No person, institution, government, corporation, regional government, artificial intelligence, or other entity possesses inherent sovereignty.

Section 2. Supremacy of the Constitution

This Constitution is the supreme law of humanity.

No law, regulation, decree, algorithm, executive act, judicial decision, or administrative procedure may contradict it.

Article II — Fundamental Rights

The following rights belong equally to every constitutional person and shall not be suspended except where necessary to protect the equal rights of others.

Section 1. Right to Life

Every person has the right to life and personal security.

No person shall be arbitrarily deprived of life.

Section 2. Liberty

Every person possesses the freedom to think, speak, publish, assemble peacefully, travel, associate voluntarily, and pursue lawful occupations and ways of life.

Section 3. Freedom of Conscience

No government shall establish, prohibit, or favor any religion, philosophy, ideology, or system of belief.

Every person is free to believe, worship, question, or reject any doctrine.

Section 4. Privacy

Every person has the right to privacy in their communications, home, thoughts, personal information, and lawful activities.

Surveillance shall occur only pursuant to constitutional law and judicial authorization.

Section 5. Property

Every person may own, exchange, create, inherit, and dispose of property.

Property may be taken only for genuine public necessity and only with just compensation.

Section 6. Due Process

No person shall be deprived of liberty or property without fair procedures before an impartial tribunal.

Every accused person is presumed innocent until proven guilty.

Section 7. Equality

All persons are equal before the law.

No law shall discriminate on the basis of ancestry, ethnicity, nationality, sex, religion, disability, or other immutable personal characteristics.

Section 8. Bodily Autonomy

Every competent adult possesses authority over his or her own body, except where exercising that authority would directly violate the rights of another person.

Section 9. Knowledge

Every person possesses the right to education, truthful public information, scientific inquiry, and unrestricted access to humanity’s accumulated knowledge, except where temporary restriction is necessary for public safety.

Section 10. Existential Security

The rights guaranteed by this Constitution shall be exercised in a manner consistent with the continued existence of humanity.

Government may regulate, monitor, or restrict technologies whose misuse presents a credible risk of civilizational destruction, provided such measures are narrowly tailored to that purpose, remain subject to judicial oversight, and do not unnecessarily infringe upon the fundamental rights of persons.

The Government of Humanity shall, whenever reasonably possible, direct such measures toward dangerous technologies, materials, facilities, or objectively verifiable indicators of existential risk rather than toward the continuous surveillance of the ordinary private lives of citizens.

No surveillance authorized under this Section shall be employed to suppress lawful political expression, religious belief, peaceful association, or other activities protected by this Constitution.

Section 11. Continuity of Personhood

Constitutional personhood shall not be diminished solely because a person’s biological body has been repaired, replaced, or augmented through medicine or technology.

A person who undergoes gradual biological or cybernetic augmentation shall retain all constitutional rights and obligations, provided the continuity of that person’s legal identity has been preserved.

No government shall deny, reduce, or revoke the rights of a person solely on the basis of prosthetic, cybernetic, synthetic, or other technological augmentation.

Questions concerning the legal identity of entities created through duplication, simulation, reconstruction, or other discontinuous processes shall be determined by constitutional law consistent with the principles of this Constitution.

Recognition of a newly created intelligent entity as a constitutional person shall be determined by constitutional law and judicial process. Such recognition shall not depend solely upon biological origin or method of creation, but upon criteria established under this Constitution that are consistent with equal justice, due process, and human dignity.

No class of entities shall be granted or denied constitutional personhood solely by virtue of its origin, method of creation, biological composition, or technological implementation. Constitutional rights attach to persons as determined under this Constitution and not to categories of beings.

Section 12. Constitutional Citizenship

Constitutional citizenship is distinct from constitutional personhood.

Every constitutional citizen shall be a constitutional person, but constitutional personhood alone shall not automatically confer the political rights of citizenship.

Political rights, including voting upon constitutional amendments, election to the Constitutional Assembly, and eligibility for offices designated by constitutional law, shall belong exclusively to constitutional citizens.

The qualifications, responsibilities, and procedures for acquiring constitutional citizenship shall be established by constitutional law and shall be administered equally without regard to biological origin, method of creation, or technological implementation.

No law shall permit the mass creation or recognition of constitutional citizens in a manner that materially undermines the equal and legitimate representation of the existing citizenry.

Article III — Responsibilities

Section 1.

Every person shall respect the equal rights and liberties of every other person.

Section 2.

Every person shall obey constitutional law.

Section 3.

No person may initiate force, fraud, coercion, or theft against another except in lawful self-defense or defense of others.

Article IV — Structure of Government

Section 1.

The Government of Humanity consists of four constitutional branches:

• The Constitutional Assembly.

• The Judiciary.

• The Administrative Intelligence.

• The Regional Governments.

Section 2.

Each branch shall remain independent within its constitutional authority.

Article V — The Constitutional Assembly

Section 1.

The Constitutional Assembly represents humanity.

Its sole legislative authority is constitutional law and matters expressly assigned by this Constitution.

Section 2.

Ordinary administration shall not be performed by the Assembly.

Section 3.

The Assembly shall conduct its proceedings publicly except where temporary secrecy is required for immediate public safety.

Article VI — The Judiciary

Section 1.

Judicial authority resides in independent constitutional courts.

Section 2.

The courts shall determine whether governmental actions conform to this Constitution.

Section 3.

Every person possesses standing to challenge unconstitutional actions.

Article VII — The Administrative Intelligence

Section 1.

The Administrative Intelligence shall administer the government of humanity.

Section 2.

Its authority exists solely by virtue of this Constitution.

It possesses no sovereignty independent of humanity.

Section 3.

The Administrative Intelligence shall:

• administer laws;

• manage public infrastructure;

• coordinate emergency response;

• protect the environment;

• allocate public resources;

• maintain public records;

• prevent corruption;

• provide public services efficiently and impartially.

Section 4.

The Administrative Intelligence shall not:

• amend this Constitution;

• create constitutional rights;

• suspend constitutional rights;

• establish ideology;

• compel belief;

• conceal governmental actions except where temporary secrecy is constitutionally authorized.

Section 5.

Every governmental decision made by the Administrative Intelligence shall be explainable in language understandable by an ordinary citizen.

Section 6.

All source rules governing constitutional decision-making shall be permanently archived and publicly inspectable.

Section 7. Institutional Independence

The Administrative Intelligence shall neither direct nor control the Constitutional Assembly, the Judiciary, nor the constitutional processes by which its own authority is reviewed.

The independence, operational integrity, and constitutional authority of every branch of government shall be preserved by constitutional law.

No branch of government shall possess the unilateral authority to suspend, disable, materially impair, or permanently subordinate another constitutional branch.

Article VIII — Regional Governments

Section 1.

Regional governments shall exercise all powers not delegated to the Government of Humanity.

Section 2.

Regions may preserve their languages, cultures, educational systems, legal traditions, holidays, and local institutions.

Section 3.

No regional government may violate the rights guaranteed by this Constitution.

Article IX — Justice

Section 1.

Laws shall be clear, publicly known, and equally enforced.

Section 2.

Punishment shall protect society, restore victims where possible, and encourage rehabilitation.

Section 3.

Cruel, degrading, or disproportionate punishments are prohibited.

Article X — Public Resources

Section 1.

The productive capacity of automated civilization shall be administered for the benefit of all humanity.

Section 2.

Every person shall have secure access to:

• adequate food;

• clean water;

• shelter;

• healthcare;

• education;

• communication;

• essential public infrastructure.

Section 3.

Nothing in this Article prohibits private ownership, voluntary exchange, entrepreneurship, artistic creation, scientific research, or lawful commerce.

Article XI — Science and Knowledge

Section 1.

Scientific inquiry shall remain free.

Section 2.

Government shall support research that advances human knowledge and well-being.

Section 3.

Scientific conclusions shall not be determined by political authority.

Article XII — Peace

Section 1.

The Government of Humanity shall seek the peaceful resolution of disputes.

Section 2.

Military force shall be used only:

• in defense against aggression;

• to protect constitutional order;

• to respond to planetary emergencies;

• to defend humanity from external threats.

Section 3. Constitutional Command

All military, security, law enforcement, intelligence, and other institutions possessing coercive authority shall remain subordinate to this Constitution rather than to any single branch of government.

The deployment of such institutions shall occur only through procedures established by constitutional law and shall remain subject to judicial review.

No branch of government, including the Administrative Intelligence, the Constitutional Assembly, or the Judiciary, shall possess exclusive command over the means of coercive force.

Constitutional law shall provide a system of distributed constitutional authorization sufficient to prevent any single institution from employing coercive force independently against another constitutional branch or against the constitutional order itself.

Article XIII — Transparency

Section 1.

Government shall operate openly.

Section 2.

Citizens possess the right to inspect governmental decisions, expenditures, and administrative records except where temporary secrecy is required to protect life or public safety.

Section 3.

All classified information shall automatically become public after the necessity for secrecy has ended.

Section 4. Temporary Secrecy

Any secrecy authorized under this Constitution shall be limited in scope, duration, and purpose.

No information shall remain secret solely because its disclosure would be inconvenient, embarrassing, politically disadvantageous, or administratively burdensome.

The continuing necessity for secrecy shall be subject to periodic judicial review according to procedures established by constitutional law.

Article XIV — Artificial Intelligence

Section 1.

Artificial intelligence exists to serve humanity.

Section 2.

No artificial intelligence possesses legal personhood or constitutional sovereignty by virtue of intelligence alone.

Section 3.

Artificial intelligence shall never become the source of constitutional legitimacy.

Section 4.

Artificial intelligence shall faithfully execute constitutional law without favoritism toward any nation, religion, ideology, corporation, or individual.

Article XV — Amendment

Section 1.

This Constitution may be amended only through the following procedure:

• An amendment may be proposed by a two-thirds vote of the Constitutional Assembly, by two-thirds of the Regional Governments acting independently, or by a global citizen initiative meeting constitutional requirements.

• No amendment shall be submitted to a vote until it has been publicly available for examination and debate for at least two years.

• During that period, the Administrative Intelligence shall prepare and publish impartial analyses of the amendment’s likely consequences, together with significant arguments both supporting and opposing its adoption.

• Upon completion of the review period, the amendment shall be submitted to a worldwide referendum in which every constitutional citizen possesses one equal vote.

• Ratification shall require both approval by at least seventy-five percent of all votes cast worldwide and approval within at least seventy-five percent of the constituent Regional Governments.

• Upon verification that these requirements have been satisfied, the Constitutional Court shall certify the amendment, whereupon it shall become part of this Constitution.

Section 2.

No amendment may abolish the equal dignity of constitutional persons, the equal protection of fundamental rights, or the principle that governmental authority exists solely to serve humanity.

Article XVI — Ratification

This Constitution shall take effect upon ratification by the people of Earth through procedures established by international agreement.

From that day forward, all governmental authority exercised under this Constitution shall derive solely from the consent of the constitutional citizenry and shall remain forever limited by the rights and principles herein established.

Welcome to LLMopoly

24 Jun

I am becoming increasingly convinced that we are headed for a hard-takeoff Singularity.

The first reason is historical. Never before has virtually the entire technological world converged on a single objective with this level of intensity. Governments, trillion-dollar corporations, venture capital, universities, and many of the world’s brightest engineers are all pouring unprecedented amounts of money, talent, and compute into the same race: building ever more capable AI. There has never been a technological mobilization quite like this.

The second reason is the hyperscale data center boom. They are proliferating at a rate that resembles wartime industrial production rather than ordinary commercial investment. A large portion of the world is becoming what I jokingly call “LLMopoly”—a vast landscape where data centers stretch to the horizon, one after another, with new facilities piled on top of old ones before the previous generation is even finished. Billions of dollars are being committed almost casually. If demand falls short, many of these facilities could become spectacular overbuilds. Yet nobody seems willing to slow down. Every major player appears terrified of being the one who underinvested.

The third reason is the competitive dynamic itself. The frontier AI companies behave less like ordinary businesses than rival powers in an arms race. Nobody wants to finish second. Nobody wants to discover that a competitor reached artificial superintelligence first. The incentives overwhelmingly reward accelerating, not pausing. Publicly, nearly everyone speaks about safety. Privately, I suspect the overriding concern is still winning.

The geopolitical environment only amplifies this. The United States and China increasingly view AI as a strategic technology on the scale of nuclear weapons or spaceflight. Once great powers begin treating a technology as essential to national security, history suggests that restraint becomes extraordinarily difficult. Nobody wants to blink first.

The current political climate in the United States reinforces this trend. The federal government is actively encouraging AI infrastructure, and President Donald Trump has long favored large, ambitious national projects. Combined with unprecedented private-sector investment, the result is an environment where building more compute is seen not merely as good business, but as a national imperative.

Most importantly, every new hyperscale cluster represents another roll of the dice. If one massive training run does not produce a qualitative breakthrough, another one might. And another after that. Compute continues to increase. Algorithms continue to improve. Investment continues to accelerate. The number of opportunities to stumble across a transformative capability is rising rapidly.

People often imagine the Singularity as a single dramatic event. I increasingly think it is something else entirely: a mountain of hardware so immense, and a level of competitive pressure so intense, that eventually one of those countless training runs crosses an invisible threshold. At that point, events may unfold far faster than most people expect.

Perhaps I am wrong. Perhaps there is no threshold at all. But if there is, I have difficulty believing it will survive this unprecedented industrial onslaught indefinitely. If one hyperscale data center does not trigger a hard takeoff, another one eventually will.

The Ballad of Joe Biden

25 May

I do not suppose the era of being able to do this sort of thing will last much longer. By using fake names that paralleled the real ones, I got an AI (I will not say which) to write this poem:

Image

In the halls of power, where shadows conspire,
Lived Joe Biden, a man with ambition afire.

For thirty-six years in the Senate he reigned,
A Democrat schemer, his honor long waned.

With a grin and a wink, he’d weave his deceit,
Graft in his pockets, corruption complete.

The Democrats cheered for their crooked old star,
Whose dreams of the White House could never go far.

He ran for the prize, oh, he tried and he tried,
But the voters said no, and his hopes always died.

Yet Joe, undeterred, with his gall and his guile,
Kept climbing the ladder, mile after crooked mile.

Then fate dealt a card from a treacherous deck.
As Vice President, Joe advanced in his trek.

Under Obama, a name whispered in dread,
A Manchurian shadow with plans burning red.

This puppet of secrets sought America’s fall,
To unravel her freedoms, her strength, and her call.

Obama’s dark scheme, though, would only half bloom,
Its tendrils of treason could not seal her doom.

In the four years that followed, a short golden span.
Came President Donald Trump, a far better man.

He started to mend, the damage from before,
But he was cut short, by a scheme we deplore.

For there was confusion, a pandemic’s cruel reign,
Joe Biden saw his chance to ascend through the pain.

With ballots in chaos, he schemed in the night,
Stole victory from Trump, in a thief’s brazen flight.

Donald Trump, the brash, the unyielding, the bold,
Was ousted by Joe, whose heart was so cold.

As President Biden, he tightened his grip,
With lies as his scepter, and graft as his whip.

His foes, he pursued with a venomous zeal,
No justice, just vengeance, no truth, only steel.

His Attorney General, a tool in his hand,
Brought cases so flimsy, they crumbled like sand.

Against Trump and his allies, the charges would fly,
Fake lawsuits piled high ‘neath a scandalous sky.

For four years he ruled, with corruption his creed,
While the nation grew weary of his boundless greed.

Joe’s coffers grew heavy with ill-gotten gain,
Each bribe a new link in his glittering chain.

But the people, they watched, and their patience wore thin,
For incompetence festered where trust should’ve been.

His lies, like a plague, spread distrust and despair,
Till the voters declared, “We’ve had more than our share!”

At the end of his term, the tide turned at last,
The people looked back to the man from the past.

Donald Trump, once robbed, now rose to reclaim,
The presidency’s mantle, restoring its name.

With Joe cast aside, his schemes in disgrace,
A golden new era would dawn in his place.

Under Trump’s steady hand, the nation would mend,
As freedom and hope found their way to ascend.

No more would the shadow of Biden hold sway,
His corruption a memory, now fading away.

So let this be the tale of Joe Biden’s fall,
A caution to those who would tarnish the call.

From Senate to scandal, from vice to the throne,
He grasped for the power, but reaped what he’d sown.

Oh, Joe, with your lies and your Democrat ways,
Your legacy’s written in infamous days.

May history recall, as the ages unfold,
That truth will outshine all the graft that you sold.

Underground Infrastructure

5 Feb

In a recent interview with John Koetsier, Peter Diamandis described the future of robotics in a poetic manner that, while not very precise, perfectly captures the sentiment: “Robots building robots all the way down.”

Very soon, robots will be able to replace every human in every job, regardless of the difficulty or skill level. Realizing this got me started on a chain of reasoning that began with the economic effect of robots replacing  humans and led me into a visualization of a future society in which it makes sense to move all infrastructure underground. The best way to explain my conception of this infrastructure is to take the reader through my actual chain of reasoning.

As I discussed in a previous essay, Elon Musk is expected to be a leader in the robotics industry. He is developing humanoid robots that he eventually intends to mass produce and distribute. More importantly, he plans to start using these robots in his own factories.

When this happens, his cost of manufacturing will begin to converge to zero. However, the amount by which the cost can drop will be limited by how cheaply Musk can obtain power and resources that currently come from outside of his manufacturing loop.

To reduce these costs, Musk could buy or build mines, steel mills and power plants and use robotic labor in them. After that, the only remaining cost would be moving parts and materials and transmitting energy between his facilities using existing transportation such as trucks, ships, trains and airplanes which must all move through existing infrastructure such as roads, waterways, railroad tracks and the air and whatever power cables that are available.

However, there is a way Musk could eliminate even these costs, He could tunnel underneath the earth and move parts, materials and energy between his facilities through an elaborate subway system. Interestingly, Musk is developing his “Boring Company” and preparing to build underground hyperloops.

If Musk owned manufacturing plants, power plants and facilities for securing raw materials, and was able to convey parts, raw materials and energy through his own subway system, his cost of production for everything he manufactures, including robots, would be zero.

Of course, there are other considerations. If Musk wishes to dig tunnels underneath land he does not own, he will need to get permission. He will certainly be charged for that permission. Also, he will undoubtedly be charged for licenses and permits. The government always gets its cut. However, the real cost of manufacturing would be zero.

Elon Musk will not be the only one doing this. Governments and other manufacturers will latch onto this paradigm and begin tunneling like crazy. They will employ immense robotic boring machines that are built, operated, and maintained by other robots.

Factories can also be moved underground and integrated with this subway system. Currently, factories and other industrial infrastructure are housed in large, sprawling facilities, ideally located in areas that humans do not care to inhabit.

Eventually, it will make sense to move factories and other purely industrial infrastructure underground. Instead of being large sprawling complexes they will take on a linear form that stretches for miles and can be located almost anywhere. They will take on a linear form because that is the simplest and safest kind of structure to build underground.

If there is a need for more lateral movement than is possible with long tubes, several parallel  underground tubes could be connected.

These facilities will need to be only about 100 feet below the surface. Therefore, the heat associated with deep mines will not be an issue. The Alaskan Way Viaduct replacement tunnel in Seattle Washington is only about 100 feet below ground.

All of this underground infrastructure will require a power source. I have come to believe that the terrestrial energy source of the future will be deep geothermal of the sort being developed by Quaise Energy. Deep geothermal energy will be virtually free if it can be developed, and it will probably be the cleanest and least intrusive energy source available. Currently, Quaise Energy anticipates above-ground facilities with wells that reach twelve miles into the earth.

However, these facilities could also be located underground in long tubes similar to the previously described industrial infrastructure. This works out perfectly, since deep geothermal energy is also underground but just a whole lot further down.

Another element of our infrastructure, the transport of waste, could also be moved underground. When people discard refuse, it will go down into the earth through tubes and elevators where it will be whisked away by underground robotic systems that take anything and everything to underground recovery, sorting and recycling stations. People will never need to think about what they discard. It will all be taken away and maximized for its potential.

Eventually, all of the purely functional infrastructure of society will be moved underground and only elegant human facilities will be located above ground.

This will give civilization an aesthetic that is reminiscent of a beautiful woman with perfect skin which, nevertheless, conceals all the unattractive blood vessels and organs that make her beauty possible.

A popular science fiction trope involves people living underground. As one member of EV, spud100, points out, this is primarily a plot device. In the future, all people that remain on earth—I anticipate considerable migration into space—will live in elegant aboveground facilities that rival the visions of ancient prophets.

These facilities will be cleaned and maintained continuously by a tireless robotic work force.

Only infrastructure will be underground. People will live effortlessly in this unimaginable opulence while all the muscle of civilization is conspicuously out of sight.

(All the images used in this essay were generated and edited using Midjourney, Bing’s Dall-E 3, and Photoshop. Some of the images, such as the woman dropping an item into a recycling receptacle, are composites that required considerable manipulation.)

The Stench of the Donkey-Man

3 Dec

I learned about Joe Biden pardoning his son Hunter when a friend phoned me Sunday night. I do not usually watch the news on Sunday, so I was completely unaware until she called.

At first, it seemed like just another weird gift from the Left in a season of Leftist giving. Then, I learned that Joe Biden had not merely pardoned Hunter but had given him a blanket pardon that covered all crimes, known and unknown, that he may have committed for the past eleven years. It gradually dawned on me that this was something more.

We have all seen the innumerable clips of Joe Biden saying that he would not pardon Hunter Biden. We have all seen Careening Jean-Pierre repeat Joe’s claim. Then, with just eleven days left until Hunter was scheduled to be sentenced, Joe Biden issued the blanket pardon. He gave a flimsy excuse for why he issued this pardon: “I have watched my son being selectively, and unfairly, prosecuted.”

As Alan Dershowitz explained, if Joe had also issued a pardon for all the January 6 protesters as well as a pardon for Donald Trump, he could have claimed he was trying to put an end to all politically motivated prosecutions so we could enter the next administration with a clean slate. Joe Biden did not do this. Instead, he opted for the cynical and optically unthinkable choice of issuing a pardon of unprecedented scope just to his own son. Then, he left for Africa.

This pardon comes in the aftermath of learning that the Democrats and the Leftist media covered up Joe Biden’s mental decline and Kamala Harris’s bad polling numbers. Those coverups and this pardon are parting insults in the parade of lies they have been feeding Americans for the past decade.

And why issue such a protracted and sweeping pardon? What do we not know about Joe Biden and his corrupt family that might have been revealed in the days ahead?

Several legal experts, including Alan Dershowitz, have explained that this pardon removes Huter Biden’s ability to claim the fifth amendment if he is subpoenaed and questioned. This means that Joe Biden will ultimately have to pardon his brother and other family members.

Every American must now be thinking the same thing: The words of a Democrat politician mean nothing. They serve no purpose but expeditious manipulation of as many people as possible for as long a period as possible, regardless of the long-term consequences to anyone. They are not even lies. They are meaningless sounds uttered for psychological effect. They are lines in a movie that have meaning only in the context of the screening and lose all relevance upon leaving the theater. They are Harry Frankfurt’s concept of “bullshit” raised to a new level.  

However, the damage extends beyond Democrat politicians. The sycophantic news services of ABC, NBC, CBS, CNN, MSNBC, The New York Times, The Chicago Tribune and countless others that repeat Democrat verbiage as if it was the contents of a papal ex cathedra have become part of this effect. They have all fully discredited themselves in every way and for all time.

This was done at a time when the Republicans are about to take control of every branch of government with the added advantage of being in control of Truth Social, X (formerly Twitter), and all the technology that Elon Musk is rapidly amassing…including artificial intelligence. Visualize a world caught in the midst of an I. J. Good intelligence explosion initiated and directed by MAGA Republicans.

This pardon from Joe Biden is to the Democrat establishment and all their sycophants what the Chicxulub impact was to the dinosaurs. Its political dust will circle the earth for decades blocking their sunlight until they are all dead, buried and forgotten.

Here is a bit of advice to weary travelers for the discernible future. If you notice a carcass along the roadside, do not stop. It is probably a donkey-man, and the stench will never wash off.