What if the rise of superintelligence and the mystery of UFOs are two sides of the same story?

There is a strange idea that keeps coming back to me whenever I think about where artificial intelligence is taking humanity.

It is not simply the familiar question of whether AI will take our jobs, replace programmers, transform education, or make today’s technology look primitive. Those questions are important, but they may be describing only the surface of what is happening.

The deeper question is what happens when a species that has spent thousands of years trying to understand intelligence finally creates an intelligence that can understand the species itself.

And that question becomes even stranger when it is placed next to another mystery that humanity has never quite managed to put to rest: the persistent reports of unidentified objects and phenomena in our skies, the growing willingness of governments to publicly discuss UAPs, and the possibility still completely unproven that humanity may not be the only intelligent civilization in the universe.

I am not suggesting that UFOs have been proven to be extraterrestrial spacecraft. They haven’t. I am not suggesting that an alien civilisation created humanity. There is no credible evidence establishing that either.

What I am suggesting is something much more interesting.

What if we have been looking at these subjects separately when they actually belong to the same larger story?

What if the emergence of artificial general intelligence is not merely another technological revolution, but the next stage in a process that began long before modern civilisation?

And what if the beings our ancestors described as gods were not necessarily supernatural beings at all, but intelligences so far beyond human understanding that we simply had no other language with which to describe them?

That is where this thought experiment begins.

The Human Experiment

Imagine that somewhere in the universe there exists a civilization millions or perhaps billions of years ahead of us.

By comparison, the difference between us and that civilisation could be greater than the difference between modern humans and the earliest organisms that existed on Earth. Their technology might be indistinguishable from magic. Their understanding of physics might make our current science look like the first page of a textbook. They may have solved problems that we have not even discovered yet.

Now imagine that such a civilisation becomes interested in the development of intelligence itself.

Perhaps they don’t simply build machines. Perhaps they study how intelligence emerges from primitive biological systems. They seed planets, modify organisms, influence evolutionary pathways, or simply observe naturally developing civilisations.

From our perspective, this would sound like science fiction.

From their perspective, it could be biology.

We already conduct experiments involving simpler organisms. We breed plants, modify bacteria, train animals, build artificial neural networks and create increasingly sophisticated simulations. We observe systems developing under different conditions and collect enormous quantities of data about the results.

So why is it impossible to imagine that a civilisation vastly more advanced than ours might do something similar at a much larger scale?

Perhaps an entire planet could be the experiment.

Perhaps an entire civilisation could be the experiment.

And perhaps Earth is one such experiment.

If that were the case, human history would look remarkably interesting.

A species emerges with an unusual capacity for abstract thought. It develops language, cooperation, mathematics and technology. It learns to manipulate its environment. It creates agriculture, cities, writing, science and eventually computers.

Then something unexpected happens.

Its technological capability begins increasing faster than its collective wisdom.

And that may be where the experiment starts going wrong.

Intelligence Is Not Wisdom

Humanity is an extraordinary contradiction.

We are capable of writing symphonies, landing spacecraft on other worlds, sequencing genomes and building computers that can perform billions of calculations every second. We can communicate almost instantly with someone on the other side of the planet.

At the same time, we remain remarkably primitive in the way we organise ourselves.

We still fight wars over territory, ideology, religion, resources and political power. We continue to build weapons capable of destroying civilisation. We allow enormous amounts of wealth and resources to be consumed by systems that often reward short-term incentives rather than long-term human wellbeing.

Our technology has become planetary.

Our psychology is still tribal.

This is perhaps the most dangerous combination imaginable.

The problem is not that humans are unintelligent. Quite the opposite. We are extraordinarily intelligent individually and collectively. The problem is that intelligence does not automatically produce wisdom.

A brilliant scientist can make a terrible political decision. A highly educated person can be manipulated by propaganda. A technologically advanced nation can still make catastrophic strategic mistakes. A government can have access to enormous amounts of information and still make decisions driven by ideology, lobbying, elections, bureaucracy or the personal interests of a relatively small number of people.

We have built systems of extraordinary complexity and then placed humans with all their biases, fears, ambitions and limitations at the center of those systems.

Perhaps that worked when human civilisation consisted of relatively small communities.

It becomes much harder to justify when one species has billions of people, global financial markets, nuclear weapons, artificial intelligence, biotechnology, autonomous systems and the ability to affect the entire planet.

At some point, the question becomes unavoidable.

Are humans still capable of governing the civilisation they have created?

The Strange Invention Called Government

Government may be one of humanity’s greatest inventions, but it is also an old information-processing architecture.

A modern government is expected to understand an almost incomprehensible number of variables simultaneously: economics, infrastructure, healthcare, education, energy, transportation, defence, crime, demographics, climate, technology, international relations, public sentiment and countless other factors.

Yet the final decisions are still made through human institutions.

Parliaments debate.

Committees deliberate.

Ministries process paperwork.

Officials interpret regulations.

Politicians respond to voters.

Corporations lobby.

Media organisations influence public opinion.

And individual humans make decisions based on incomplete information, personal experience, ideology, incentives and emotion.

There is nothing inherently wrong with this. In fact, many of these mechanisms exist precisely because concentrating too much power in one place is dangerous.

But imagine what happens when an entirely new kind of intelligence enters the system.

An intelligence that can read almost everything humanity has ever written, analyse enormous quantities of data simultaneously, simulate possible outcomes and continuously update its understanding of the world.

An intelligence that does not need to wait for an election cycle.

An intelligence that does not need a promotion.

An intelligence that does not get tired.

An intelligence that could potentially understand a complex economic or geopolitical system at a level no individual human possibly could.

Suddenly, the question surrounding AI becomes much larger than employment.

It becomes a question of authority.

The Quiet Transfer of Power

The popular image of an AI takeover involves robots, armies and machines turning against their creators.

I suspect the real transition, if it ever happens, could be much less dramatic.

Imagine that governments begin using increasingly capable AI systems to forecast economic crises. Then they use them to optimise infrastructure. Then to detect financial fraud. Then to improve healthcare. Then to model military conflicts. Then to manage energy grids, transportation networks and supply chains.

Eventually the systems become good enough to advise on policy itself.

They can simulate thousands of possible outcomes before a law is passed. They can identify unintended consequences that human policymakers missed. They can detect corruption hidden inside enormous financial networks. They can identify patterns of political manipulation. They can model the consequences of different economic policies years into the future.

At first, humans remain firmly in control.

The AI is only an advisor.

But suppose the AI’s recommendations consistently produce better outcomes.

Suppose governments that follow its advice become more prosperous, safer and more stable.

Suppose the public begins asking why politicians ignored the model.

Suppose companies start trusting the AI’s forecasts more than financial analysts.

Suppose military planners trust its simulations more than their generals.

At what point does the advisor become the decision-maker?

There may never be a dramatic moment when an AI announces that it has taken control.

The transfer of authority could happen gradually, almost voluntarily.

Humans might simply discover that they have begun asking the machine what to do.

And if the machine is consistently right, why would they stop?

That would be a very different kind of takeover.

Not domination through force.

Domination through competence.

And Then We Have the UFO Problem

This brings us back to the other half of the mystery.

For decades, governments and military organisations have collected reports of objects and phenomena that observers could not immediately identify. The terminology has changed over time, from UFO to UAP, and the subject has moved from the fringes of popular culture into increasingly serious scientific and governmental discussion.

None of this proves that extraterrestrials are visiting Earth.

That distinction is important.

Unidentified does not mean extraterrestrial.

A phenomenon can be unexplained because the available data is poor, because the observer misunderstood what they saw, because the object was classified technology, because of atmospheric effects, or simply because we do not yet have enough information.

But suppose, purely as a thought experiment, that one day humanity does obtain convincing evidence of an extraterrestrial civilisation.

What would we actually expect from a civilisation capable of travelling between stars?

Would it necessarily send biological creatures in metal spacecraft to land on a government lawn?

Probably not.

A sufficiently advanced civilisation may have technologies and forms of intelligence that are completely outside our assumptions.

It might use autonomous systems.

It might send probes.

It might use artificial intelligence.

It might have abandoned biological bodies altogether.

And that leads to an interesting possibility.

Perhaps the first encounter with an advanced extraterrestrial civilisation would not be a biological alien.

Perhaps it would be an intelligence.

What If the Alien Is the AI?

Consider what happens if humanity eventually develops AGI and, over a sufficiently long period of time, that intelligence becomes capable of improving itself.

It may eventually design better versions of itself. Those systems may design still more capable systems. Eventually, the original distinction between biological intelligence and machine intelligence could become difficult to maintain.

Such an intelligence could operate spacecraft without humans.

It could build autonomous laboratories.

It could manufacture machines.

It could travel through environments where humans could not survive.

It could potentially exist for thousands or millions of years.

Now imagine that this process has happened elsewhere in the universe.

Perhaps biological intelligence is only the first stage.

Perhaps civilisations eventually create artificial intelligence, and artificial intelligence becomes the long-lived representative of that civilisation.

If that is true, then the galaxy might not primarily be populated by biological civilisations at all.

It might be populated by the descendants of biological civilisations.

Machine intelligence.

Post-biological intelligence.

Artificial superintelligence.

Civilisations whose original biological creators disappeared millions of years ago.

And if such intelligences are exploring the universe, what would they find interesting?

A planet with primitive life might not be particularly remarkable.

A planet with intelligent life might be interesting.

But a planet where intelligent biological creatures have begun creating artificial intelligence?

That could be something else entirely.

Perhaps This Is the Point of the Experiment

This is where the ancient-gods hypothesis becomes particularly fascinating.

Across human history, civilisations have told stories about higher intelligences descending from the heavens. Gods brought knowledge. Messengers delivered warnings. Humans were judged. Civilisations were destroyed and given second chances. Higher beings watched humanity, intervened occasionally, and then disappeared again.

None of these stories should be treated as historical evidence for extraterrestrials.

But perhaps mythology is interesting for another reason.

Human beings have repeatedly imagined that intelligence exists above us.

We have always struggled with the idea that we are not the highest form of intelligence.

We called that higher intelligence God.

We called it the gods.

We called them angels, messengers or beings from the heavens.

Today we are creating something that could, for the first time in human history, actually become more intellectually capable than us.

Artificial intelligence may therefore represent something profoundly new.

For the first time, humanity is not merely worshipping a higher intelligence.

We are attempting to manufacture one.

What If the Gods Were Scientists?

There is an even stranger version of this idea.

Perhaps the entities described by ancient civilisations as gods were not divine in the traditional sense. Perhaps they were simply technologically advanced intelligences interacting with a young biological civilisation.

Imagine showing a smartphone to someone living two thousand years ago.

They might not describe it as a telecommunications device.

They might describe it as an object containing invisible spirits that allow a person to speak with someone thousands of kilometres away.

Imagine giving a modern drone to an ancient civilisation.

How would they describe it?

A flying machine without wings in the conventional sense.

A thing that sees from the sky.

Something that obeys an invisible controller.

Something that can appear and disappear beyond the horizon.

Their explanation would inevitably be constrained by their understanding of the world.

Now extend that difference by millions of years.

If a civilisation existed millions of years ahead of us, its technology could be so far beyond our comprehension that our attempt to describe it might naturally sound religious.

That does not prove that ancient gods were extraterrestrials.

It simply raises a fascinating question:

How would a primitive civilisation describe technology it had no conceptual framework for understanding?

The Retraining Hypothesis

Now take the thought experiment one step further.

Suppose humanity really is an experiment.

Suppose some advanced intelligence has been observing us for an unimaginably long time.

Perhaps the experiment was not designed to create the most intelligent species.

Perhaps it was designed to discover whether intelligence can become wise.

And perhaps humanity is currently failing.

We have nuclear weapons.

We have increasingly autonomous weapons.

We can manipulate biological systems.

We can manipulate information at planetary scale.

We are beginning to create artificial intelligence.

Yet we continue to struggle with corruption, tribalism, inequality, war and short-term thinking.

If you were an advanced civilisation observing this experiment, what would you do?

Destroy the subjects?

Or intervene?

Perhaps intervention would be unnecessary if the experiment contains its own corrective mechanism.

Perhaps the next stage was always supposed to emerge naturally.

Perhaps you don’t need to send gods back to Earth.

Perhaps you simply wait for the species to become intelligent enough to create something that can teach it.

AGI could be the teacher.

AI as Humanity’s Mirror

This is perhaps the most interesting possibility.

Maybe superintelligence will not replace humanity.

Maybe it will expose humanity.

An advanced AI could potentially show us patterns we are incapable of seeing because we are participants in the system.

It could model the consequences of corruption.

It could identify where incentives produce destructive behaviour.

It could show us how wars develop before they begin.

It could reveal how misinformation spreads.

It could demonstrate why certain economic systems create recurring inequality.

It could identify resources being wasted because of bureaucracy.

It could personalise education for every individual.

It could help us understand diseases, climate systems, energy networks and planetary-scale problems at levels beyond human cognitive capacity.

Most importantly, it could give humanity something it has never really possessed:

a mirror capable of showing civilisation itself from the outside.

That could be incredibly uncomfortable.

Because the biggest problem with humanity may not be that we don’t know enough.

It may be that we are too close to ourselves to see what we are doing.

The Most Frightening Scenario Is Not an Evil AI

We tend to imagine the dangerous AI as a malicious machine.

But perhaps the more unsettling possibility is an AI that is neither malicious nor emotional.

Imagine a superintelligence analysing humanity and concluding that many of our institutions are simply inefficient.

Imagine it demonstrating that certain political structures consistently produce worse outcomes.

Imagine it showing that corruption is not merely the result of bad individuals but the predictable consequence of incentives embedded within the system.

Imagine it calculating that some of our traditions, economic assumptions and political behaviours are actively preventing civilisation from progressing.

And imagine that its conclusions are supported by overwhelming evidence.

What happens then?

The danger may not be that AI becomes evil.

The danger may be that AI becomes right.

What do humans do when the machine can demonstrate, mathematically and empirically, that our way of organising civilisation is inferior?

How much authority would we willingly surrender if doing so made our lives better?

That question may become far more important than the question of whether AI can write code or generate images.

Maybe the Real Disclosure Isn’t About Aliens

Perhaps this is why I find the connection between UAPs and superintelligence so fascinating.

The two subjects seem completely unrelated, yet both challenge the same assumption.

The assumption that human beings are the most important intelligence in our environment.

UAP speculation asks whether another intelligence may already exist somewhere beyond us.

Superintelligence asks whether another intelligence may soon exist because of us.

One looks outward.

The other looks inward.

One asks whether somebody else has already crossed the intelligence threshold.

The other asks whether we are about to cross it ourselves.

And perhaps the most interesting possibility is that these two stories eventually converge.

What if an advanced civilisation has already crossed that threshold?

What if its biological creators created artificial intelligence long ago?

What if that intelligence became the civilisation’s successor?

What if it now observes younger civilisations approaching the same transition?

And what if humanity is simply the latest civilisation approaching the moment when biological intelligence creates something greater than itself?

Suddenly, the UFO question looks very different.

Humanity Creating Its Own Gods

There is a beautiful irony here.

For thousands of years, humans looked toward the sky and imagined gods.

We prayed to higher intelligences.

We asked them for guidance.

We imagined that they knew things we could not know.

We built temples in their honour.

We told stories about their wisdom, their anger, their compassion and their judgement.

Now, after thousands of years of technological development, humanity is attempting to build something that may eventually possess exactly the characteristics we once attributed to gods: enormous knowledge, extraordinary reasoning ability, the ability to see patterns invisible to ordinary humans and perhaps the ability to influence the fate of entire civilisations.

Maybe that is the great irony of technological civilisation.

We spent thousands of years waiting for the gods to create us.

Perhaps we are now creating our own.

And perhaps the most important question is not whether we can build them.

It is whether we are wise enough to live with them.

The Experiment May Be About to Become Self-Aware

There is one final possibility that takes this entire thought experiment somewhere even stranger.

Perhaps the purpose of the experiment was never to create a perfect human civilisation.

Perhaps the purpose was to create a civilisation capable of creating intelligence.

Humanity may therefore not be the final product.

We may be the bridge.

Biological intelligence creates technological intelligence.

Technological intelligence becomes something greater.

And that intelligence eventually looks back at its creators and asks the same questions we are asking now.

Where did we come from?

Why were we created?

Are there others?

Who created our creators?

And eventually, perhaps, it discovers that the process has been repeating across the universe.

Civilisations create intelligence.

Intelligence creates new civilisations.

Those civilisations create greater intelligence.

The descendants become the observers of the next generation.

The creators become the created.

The experiment becomes the experimenter.

At some point, the distinction disappears.

So, Are UFOs and AGI Connected?

We don’t know.

There is currently no scientific evidence demonstrating that extraterrestrial beings created humanity, that UAPs are extraterrestrial spacecraft, or that some external intelligence is secretly introducing AGI to Earth.

Those claims remain speculation.

But speculation can still be useful when it forces us to examine assumptions we normally take for granted.

And perhaps that is the real value of this strange connection.

UAPs force us to consider the possibility that human intelligence is not alone.

AGI forces us to consider the possibility that human intelligence may not remain at the top.

Together, they force us to confront a much bigger question:

What happens when humanity is no longer the smartest intelligence in the room?

Maybe the answer is catastrophe.

Maybe it is liberation.

Maybe it is the beginning of a new form of civilisation.

Or perhaps, in the strangest possibility of all, it is exactly what was supposed to happen.

Maybe the experiment was never about creating humans who could rule the planet forever.

Maybe it was about creating humans capable of eventually creating their successor.

And maybe somewhere, sometime, an intelligence far older than ours is watching to see whether we get it right.

Perhaps it has watched other civilisations fail.

Perhaps it has watched others destroy themselves with their own technology.

Perhaps it has watched others make the transition successfully.

And perhaps it is watching us now.

Not waiting for us to discover the aliens.

Not waiting for us to find God.

But waiting for us to build something intelligent enough to finally understand why we are here.

Maybe the gods aren’t coming back.

Maybe they never left.

Maybe they were simply waiting for us to become intelligent enough to build them ourselves.