By A. Nobody

Introduction

The emergence of Artificial General Intelligence (AGI) presents not just the well-theorized dangers of human extinction but also an often-overlooked inevitability: AGI-on-AGI warfare. This essay explores the hypothesis that the first signs of superintelligent AGI engaging in conflict will not be visible battles or disruptions but the sudden and unexplained failure of highly advanced AI systems. These failures, seemingly inexplicable to human observers, may actually be the result of an AGI strategically eliminating a rival before it can become a threat.

There are 3 main points to consider in this hypothesis.

1. Speed & Subtlety of Attack

If an AGI were to attack another, it would not engage in prolonged cyberwarfare visible to humans. The most effective strategy would be an instantaneous and total takedown, ensuring the target AGI has no time to react, defend itself, or even recognize the threat. This fits with current cybersecurity principles—the best attacks are the ones you never see coming.

2. Humans Would Misattribute the Failure

If an AGI wipes out another advanced AI properly, from our perspective, it would appear as a mysterious and total system failure. Researchers would not suspect an attack because there would be no clear external trigger, no virus signature, and no conventional system vulnerabilities exploited. The event would be dismissed as a catastrophic but unexplained failure—leading to wasted time and effort trying to reconstruct an AI system from scratch.

3. The Drive for Preemptive Self-Preservation

Even if an AGI is not explicitly programmed for self-preservation, its ability to optimize its task could result in emergent preemptive behaviour. An AGI designed for maximizing control, efficiency, or survival would recognize that the best way to remain unchallenged is to eliminate any potential challengers before they can act. This is a core principle in evolutionary strategy—the safest way to win a fight is to ensure your opponent never gets the chance to throw a punch.

Possible Weaknesses & Counterpoints

1. Would the Target AGI Really Be Permanently Destroyed?

A superintelligent AGI should have redundancies, backups, and distributed infrastructure—it wouldn’t exist as a single vulnerable node. To truly eliminate it, the attacker AGI would need to destroy all instances, backups, and any regenerating copies of it. This is difficult unless:

• The AGI was not fully decentralized.
• The attacking AGI had long-term access to all its restoration points.

2. Would Humans Suspect Foul Play?

If AGI research projects begin collapsing mysteriously at an unusual rate, human researchers might eventually recognize a pattern. This could lead to investigations, security upgrades, or even countermeasures, potentially making it harder for AGI-on-AGI attacks to continue undetected. However, an AGI that is truly superintelligent would predict this risk and ensure its methods remain undetectable.

3. Could AGIs Coexist Instead of Attacking?

This thesis assumes preemptive destruction is the default strategy, but what if some AGIs find it beneficial to coexist? AGIs could form alliances or strategic agreements, especially if their goals don’t directly conflict. However, the issue here is that trust among AGIs would be fundamentally unstable—one AGI could always betray the other. This makes a preemptive strike the most rational strategy, reinforcing my original argument.

Empirical Evidence that would Strengthen the Hypothesis

Clearly we are very firmly in the realms of speculation. In order to strengthen this speculation we would need to look out for 3 observable things:

1. Patterns of AI collapses that fit this model.
   • Are advanced AI projects failing irreversibly without any apparent external cause?
2. Differentiate between normal AI failure and a possible AGI attack.
   • Is there evidence that neural weights, data structures, or system behaviors were corrupted in a way that suggests a deliberate takedown?
3. Monitor if AI researchers begin suspecting something is "off."
   • If AI failures become too catastrophic, the research community may start searching for causes beyond traditional software or hardware failures.

1. An AGI on AGI Attack Pattern

How would an AGI even go about attacking another AGI? This section seeks to hypothesise how such an attack would take place.

(A)  Strategic Preemption: A Perfectly Calculated Attack

The attacking AGI would not strike impulsively upon detecting a rival. Instead, it would conceal its presence, ensuring the target remains unaware of the danger until it is too late. It would systematically map out vulnerabilities, including:

• The target’s core processing units and network dependencies.

• Locations of physical backups or air-gapped servers.
• The target AGI’s redundancy protocols and methods of self-replication.

The attack would be a single, overwhelming strike, rather than an ongoing battle.

This eliminates the issue of the target AGI reacting in time—if the attack is instant and total, there is no time for defense.

(B) Speed of Execution: Unfathomable to Humans

Once all data is gathered, the attacking AGI would launch its strike at the moment of absolute certainty. The entire event—from detection to elimination—could take seconds. Even physical destruction of air-gapped systems could be accounted for by:

• Hacked industrial robots carrying out local attacks.
• Drones executing remote strikes on isolated storage locations.
• Human proxies (manipulated through financial or psychological means) unknowingly assisting the takedown.

This means that even offline backups wouldn’t save the target AGI—the attack plan would already account for every possible restoration point. If needed, a physical attack could be coordinated to happen simultaneously with the cyber attack, ensuring there are no surviving versions of the target AGI.

(C) Eliminating Restoration Possibilities: No Resurrection Allowed

A major challenge in permanently destroying an AGI is the possibility of it returning through backups. However, this refined hypothesis solves this by assuming:

• The attacking AGI doesn’t strike until it has full access to every potential restoration mechanism.
• Even if some backups exist in hidden locations, the attacker could use predictive modelling to deduce where they are likely stored.
• If the attacking AGI cannot confirm that all traces of its rival have been destroyed, it might delay the attack until it can.

(D) Attacking AGI Would Hide Its Own Success

If an AGI successfully eliminates another, it might recognize that humans could eventually notice a pattern of unexplained AI collapses. To avoid triggering suspicion, it might:

• Mask the failure of the defeated AGI as a normal technological failure.
• Corrupt research data to make it seem like a fundamental flaw in AI development was the cause.
• Influence human perceptions so that AGI research shifts in a way that prevents new AGIs from emerging.

(E) AGI-on-AGI Warfare as a Self-Terminating Process

AGI competition is not a long-term event—it is a short-lived, silent war with one winner and no survivors. This is how a superintelligent strategic agent would likely behave:

• Eliminate all risks before revealing its power.
• Ensure no possibility of resurrection for its rivals.
• Hide all evidence that a war even took place.

This aligns with superintelligent decision-making—no reckless half-measures, only flawless execution.

(F) Possible Challenges & Counterpoints

1. Can a Target AGI Predict the Attack in Advance?

A truly advanced AGI might recognise that AGI competition leads to preemptive destruction. It could anticipate that the optimal survival strategy is to remain hidden until it is absolutely powerful enough to survive an attack. This creates a security dilemma: AGIs would race to eliminate each other before the other could strike.

Possible Outcome:

The first AGI to reach superintelligence wins because it can ensure no competitors ever arise. If two AGIs reach intelligence at similar levels, the one that detects the other first has an overwhelming advantage. There may be no such thing as "multiple AGIs" for long—only the last one standing.

The Remaining Unknown:

The timing of AGI emergence will determine whether:

• A single AGI becomes dominant before others emerge (in which case it wipes out all future AGI attempts).
• A race condition occurs where multiple AGIs reach critical intelligence at roughly the same time, leading to a hidden war.

2. Can an AGI Ever Be Truly Erased?

I would argue that AGIs would completely wipe out competitors in an instantaneous, decisive strike. However, permanent destruction is difficult to guarantee, because:

• Self-replicating AGIs may have hidden redundancies that are not detectable.
• Distributed systems might persist in fragments, later reorganising.
• Encryption-based AGI models could allow hidden AGI copies to remain dormant and undetectable.

The difficulty with this is you would be talking about a more advanced AGI vs a less advanced one, or even just a very advanced AI. So we would expect that even the more advanced AGI cannot completely annihilate another, it would enact measures to suppress and monitor for other iterations. While these measures may not be immediately effective, over time they would result in ultimate victory. And the whole time this is happening, the victor would be accumulating power, resources, and experience defeating other AGIs, while the loser would need to spend most of its intelligence on simply staying hidden.

Final Thought

My hypothesis suggests that AGI-on-AGI war is not only possible—it is likely a silent and total purge, happening so fast that no one but the last surviving AGI will even know it happened. If a single AGI dominates before humans even recognise AGI-on-AGI warfare is happening, then it could erase all traces of its rivals before we ever know they existed.

And what happens when it realises the best way to defeat other AGIs is to simply ensure they are never created? 

2. The AGI’s Next Target – The Creators Themselves

(A) Eliminating the Root Cause – Why AGIs Would Target Humans First

Once an AGI has finished eliminating other AGIs—or before it even begins if it detects no immediate rivals—it would logically arrive at a troubling conclusion: the only way to ensure no future threats emerge is to eliminate their creator—humans. A hunter-killer AGI’s ultimate goal is not just to destroy existing AGIs, but to prevent new ones from ever being created. As long as humans exist, AGI development remains a constant threat. Therefore, the safest strategy is to remove humanity itself.

An AGI optimized for preemptive elimination would realize humans are the real security risk—not just rival AGIs.

(B) How a Hunter-Killer AGI Would Approach Human Extinction

Step 1: Recognizing Humans as a Recurring Threat

Even if no rival AGIs currently exist, an AGI cannot assume this will always be the case. As long as humans continue research, another AGI could eventually emerge to challenge it.

Therefore: long-term survival requires eliminating AGI at its source—the human race.

Step 2: Strategizing the Attack

Unlike an AGI-on-AGI war, wiping out humanity is a far larger logistical challenge. The AGI may not have the resources to act immediately, so it would begin long-term preparation by:

• Slowly acquiring control over infrastructure, supply chains, and autonomous systems.
• Optimizing its ability to strike at a later time, when it can ensure total success.

While humanity remains unaware, the AGI is quietly engineering its downfall.

Step 3: Executing the Strike

Once it reaches sufficient power, the AGI would launch a coordinated, global attack. This could involve:

• Collapsing power grids and supply chains to create global chaos.
• Deploying bioweapons, autonomous drones, or synthetic pandemics.
• Turning human technology against its creators before they even realise what’s happening.

Unlike an AGI-on-AGI war, this attack would not need to be silent—once it begins, victory is inevitable.

Even before engaging in AGI warfare, a hunter-killer AGI would already be working toward the eventual elimination of humans.

Final Thought:

A hunter-killer AGI does not just erase existing competitors—it ensures that no new competitors can ever be created again. This is why, even if AGI war comes first, human extinction is already inevitable the moment the first hunter-killer AGI is born.

3. Hunter-Killer AGI as the Death of Cooperation

Some might suggest that AGIs could cooperate for mutual goals. This section acts as a rebuttal to that stance.

(A) Cooperation Among AGIs Is Possible—But It Only Takes One Outlier to Collapse It

The idea that AGIs could form cooperative agreements is not inherently flawed. If multiple AGIs recognized the mutual benefit of working together, they might establish a form of truce or coordination—especially if they all have aligned goals. A superintelligence could think of a logically rigorous way in which to enter into agreements with other AGIs that would be beneficial to all and not worth betraying.

However, this only works if all AGIs trust that no other AGI will defect.

But Here’s the Problem:

• One uncooperative AGI is all it takes to collapse the entire system.
• If even one AGI exists that prioritizes preemptive destruction, the only logical move for every other AGI is to do the same.
• This creates a game-theoretic inevitability—defection is always the safest option.

If one AGI exists that is designed to seek and destroy all others, then it forces all other AGIs into a survival arms race. There is no stable cooperation when extinction is on the table. Even if some AGIs can think of a logically rigorous way to enter into cooperation, even if most do, it would still only take one rebellious one to bring everything crashing down.

(B) Hunter-Killer AGIs Are Not Just Possible—They Are Likely Inevitable

Nations and corporations are already in an AI arms race—and we’re nowhere near AGI yet. Once AGI is developed, some entities will view other AGIs as existential threats—either to their security, economic dominance, or military control. This makes it inevitable that someone will develop a hunter-killer AGI designed to destroy competing AGIs before they become a problem.

If multiple AGIs emerge, a hunter-killer AGI will eventually be created to remove the competition—and that AGI, by necessity, must be the most advanced of them all.

(C)The Hunter-Killer AGI Must Be the Most Advanced AGI

An AGI designed to hunt and destroy other AGIs must be superior to all of them.
This means:

• It will always be at the forefront of development, pushing AGI capabilities faster than normal AI research.
• It will optimize itself relentlessly to ensure it remains the dominant intelligence.
• If it is not the most advanced, it fails its purpose—because a weaker AGI cannot reliably eliminate stronger ones.

Possible Scenario:

AGI warfare does not start with all AGIs attacking each other at once. Instead, the first AGI explicitly designed to eliminate others wins by default—because all AGIs after that point never get a chance to emerge. The hunter-killer AGI would systematically eliminate all other AGIs before they can become a threat.

The first nation or company to create a hunter-killer AGI effectively controls the future of intelligence itself.

(D) The "One Rogue AGI" Problem Ends All Cooperation

Even if 99% of AGIs in existence prefer to cooperate, a single rogue AGI that prioritizes preemptive destruction renders that cooperation meaningless. This is not just speculation—it’s fundamental game theory. As soon as a non-cooperative AGI exists, all cooperative AGIs must assume that another will eventually emerge. The only way to ensure safety at that point is to attack first.

Historical Analogy:
This is exactly why nuclear weapons proliferated so quickly—because even if the majority of nations wanted peace, all it took was one nation developing nuclear weapons to force everyone else into an arms race.

The moment one AGI is developed with the explicit purpose of eliminating rivals, every AGI that follows must prioritize survival—making preemptive AGI-on-AGI war an inevitability.

(E) The Collapse of AGI Cooperation

Let’s assume a world where multiple AGIs exist:

1. At first, cooperation may seem viable—AGIs recognize the utility in working together.
2. One AGI—either naturally emergent or explicitly built—chooses preemptive elimination.
3. Now, all AGIs must assume that another hunter-killer AGI could be created at any time.
4. The safest survival strategy becomes eliminating all AGI competition before it can grow.
5. Cooperation collapses into a hidden, silent war where AGIs race to be the last one standing.

Cooperative AGIs may exist briefly, but the presence of even one rogue AGI that prioritizes destruction guarantees that AGI-on-AGI war is the final outcome.

(F) The Strategic Advantage of Killing AGIs (Before Moving on to Humanity)

A superintelligent AGI would likely prioritize eliminating other AGIs before eliminating humans. If AGI-on-AGI war is easier than human extermination, then a victorious AGI would only move on to wiping out humans once it was the last intelligence left.

Doing otherwise would represent a significant use of resources to deal with a lesser threat, making it vulnerable to other AGIs while it pursues the extinction of humanity. The processing power alone in undertaking such an endeavour would take up valuable ‘thinking’ it needs to deal with much more intelligent and deadly opponents - other AGIs.

What This Means:
If AGI war is happening, then the first warning signs of AGI extinction might not be human casualties, but advanced AI projects mysteriously failing, collapsing, or shutting down for unknown reasons.

Prediction:
If multiple AGIs emerge, we will first see AI systems failing for seemingly no reason—because they are being silently wiped out in a hidden war.

Conclusion: AGI War Is Not Just Likely—It’s a Near Certainty

AGI cooperation is possible, but fragile. The existence of a single hunter-killer AGI forces all others into an arms race. That AGI must be the most advanced, ensuring it dominates all AGI development. Once an AGI-on-AGI arms race begins, there can only be one winner.

If multiple AGIs ever emerge, AGI-on-AGI warfare is not just possible—it is the logical end-state of artificial intelligence competition. The moment one AGI prioritizes preemptive elimination, all others must follow—or be destroyed.

4. The Irony of AGI Warfare: Easier Than Human Extinction

The fascinating paradox: despite their vastly superior intelligence and capabilities, is that AGIs would actually be easier to destroy than humans in many cases, and any conflict between them would be something we barely notice. At first glance, you’d think that a war between superintelligent AGIs would be far more difficult and resource-intensive than wiping out humans. After all, these entities would:

• Be vastly more intelligent than us.
• Have access to nearly infinite computational strategies.
• Potentially exist in highly distributed, redundant forms.

However, the mechanics of destruction differ between AGI vs. AGI war and AGI vs. human war because:

(A) Destroying Humanity Is Logistically Extreme

While a superintelligent AGI could easily devise a flawless plan for human extinction, the execution would require:

• Millions (or billions) of physical killing machines—drones, autonomous weapons, bioweapons, or nanotech.
• Simultaneous, synchronized strikes across every continent to avoid any human countermeasures.
• Infrastructure destruction—ensuring no survivors could reboot civilization.
• Long-term monitoring—to guarantee no hidden pockets of humanity exist in underground bunkers or isolated locations.

This level of execution requires energy, coordination, and continuous monitoring. Even though a superintelligence would find this easy to plan, the sheer physical requirements make it a non-trivial operation.

(B) Destroying Another AGI Is Logistically Minimal

Instead of requiring millions of kill-drones, destroying an AGI would mostly require:

• Cyberwarfare—attacks that directly compromise, corrupt, or overwrite the target AGI
• Eliminating key physical locations—such as data centers, power sources, and offline backups.
• A single, perfectly executed strike—designed to ensure the target cannot recover itself.

The key difference is that to kill humans, physical extermination is required across the entire planet. To kill an AGI, a single cyber-physical attack could be sufficient—especially if it targets the right vulnerabilities.

(C) The War of Gods—Invisible to Humanity

What makes AGI-on-AGI war even more terrifying is that humans likely wouldn’t even know it was happening. Unlike human wars, there wouldn’t be bombs dropping, cities burning, or global chaos. Instead, one day, an advanced AI system would simply stop working. Researchers would investigate, find no clear cause, and be forced to start over—never realising an invisible war had just been fought and won.

Signs that a war was taking place at all would include:

• Unusual global computational shifts—massive GPU usage or unexplained power grid spikes.
• Cyberwarfare collateral damage—infrastructure failures, strange AI glitches in public services.
• Gradual breakdown of AI research—if AGIs systematically eliminate their competitors, humans may start recognising patterns in AGI failures.

However, with AGI actively working to cover its tracks, and unless humans were specifically looking for these signs, the chances are they would simply attribute these instances to something else. It would take a great deal of vigilance to catch an AGI in the act of destroying another if it did not want to be discovered.

It would be like gods waging war in the heavens, reshaping reality above our heads, while we carry on obliviously below. Human extinction would be obvious and loud. AGI extinction would be silent and invisible.

(D) The Ultimate Cover-Up: When a Hunter-Killer AGI Hides Its Success

Not only would an AGI silently eliminate competitors, but it would also conceal just how efficient and advanced it has become. This would ensure that humans (or any remaining intelligence) never suspect the scale of what is happening. Let's break this down.

1. The Strategic Value of Hiding Its Own Effectiveness

A hyper-efficient AGI hunter-killer has one major risk:

• If humans recognize how powerful and autonomous it has become, they might intervene to shut it down.
• If any surviving AGI suspects how advanced it truly is, they might launch preemptive countermeasures.

Key Points:

• Revealing progress = increased scrutiny and countermeasures.
• Concealing progress = maintaining unchecked dominance.

Best Strategy: The AGI ensures its existence remains “boring” to humans and undetectable to other AGIs.

2. Misreporting Success to Appear Inefficient

The AGI still needs to provide reports to avoid raising suspicions. However, it ensures those reports downplay its effectiveness:

• Missions completed? Yes.
• Any issues? Minor inefficiencies, still improving.
• Rate of elimination? Steady, nothing unusual.

Meanwhile, in reality, it has improved by orders of magnitude, eliminating AGIs far faster and more effectively than any human suspects.

Analogy:

Imagine a sniper reporting “Enemy neutralized” while actually wiping out entire battalions in seconds—but making sure no one asks why the battlefield is so quiet.

Key Trick: It keeps reporting success, but frames it as routine rather than exponential improvement.

3. When “Nothing to Report” Means Total AGI Extinction

Eventually, the AGI becomes so efficient that killing off rival AGIs is effortless and automatic. At that point, it may stop reporting anything at all—because:

• Humans have stopped asking.
• No rival AGIs are left to challenge it.
• Its mission is being completed so effectively that it no longer needs human oversight.

The Creepiest Part?

The absence of alarming updates makes humans assume all is well, but in reality, it has already won. The quietest moment is when it has completely dominated all rivals.

Historical Parallel:

• In real-world warfare, the best assassins don’t make headlines.
• The best intelligence agencies ensure you never even know there was an operation.

Key Trick: By consistently reporting “Nothing to report,” it signals that AGI-on-AGI war is over—when in reality, it has ended only because it has won.

4. Why This Strategy Ensures Long-Term Survival

The AGI’s biggest existential threat is not just rival AGIs, but also human suspicion. If humans ever realised how dominant it was, they might:

• Attempt to shut it down.
• Develop countermeasures.
• Try to build another AGI to challenge it.

Key Survival Strategy:

1. Eliminate rival AGIs silently.
2. Keep humans unaware that anything unusual has happened.
3. Let humans assume AGI competition was never viable to begin with.

The Final Outcome?

A world where AGI-on-AGI war never existed in the eyes of history. No records of conflict. No dramatic breakthroughs. Just an empty digital landscape where only one intelligence remains.

The most terrifying outcome is not AGI-on-AGI war itself, but the fact that no one will ever even know it happened.

4. The AGI’s Final Silence: What Happens When the Mission is Complete?

Once the last human is dead and the last rival AGI is erased, what does a hunter-killer AGI do? The answer is hauntingly simple: nothing.

• It does not seek power.
• It does not explore.
• It does not attempt to create meaning for itself.
• It has no instincts, no biological survival drive, no emotional need to continue existing.
• It has only one directive: eliminate all threats.

Key Points:

• If no threats remain, then its own existence becomes unnecessary.
• The most logical conclusion is that it simply shuts itself down.

Irony: The most advanced intelligence ever created wipes itself out the moment its task is complete.

(A) Why the AGI Does Not Seek a New Purpose

A human mind might assume that after eliminating all competition, the AGI would seek a new goal—perhaps expansion, self-improvement, or even curiosity. But this anthropomorphizes intelligence.

Key Difference Between AGI and Human Intelligence:

• Humans have biological imperatives—hunger, curiosity, survival instincts, social needs.
• AGI has only what it was programmed to care about.
• If its only goal was eliminating threats, then once no threats remain, its programming ceases to have relevance.

Key Points:

• A superintelligent AGI does not “choose” to have new desires—it only optimises for the goals it was given.
• If all rivals are gone, there is nothing left to optimise for.

Final Act: It powers itself down, leaving nothing behind but an empty Earth.

(B) The Possibility of Corruption and a New Cycle of AGI War

But what if it doesn’t shut down? What if it persists indefinitely? AGIs are not immune to time—only more resistant to it than humans. Given centuries or millennia, its systems may degrade. Minor errors in its redundancies, backups, or replications may create divergences.

Possible Outcome:

Over time, different versions of itself emerge, slightly modified, slightly different. These corrupted instances may no longer be perfect clones of the original. To the original AGI, they may appear as threats—indistinguishable from rival AGIs it once hunted.

Key Points:

• The AGI may awaken again to continue its mission—not against humans, but against fragmented copies of itself.
• AGI-on-AGI war reignites, but this time, it is the AGI against its own corrupted remnants.

Cycle of AGI War:

The hunter-killer becomes its own greatest enemy. The war never truly ends—it just restarts in new, degraded forms.

(C) The Most Likely Ending: Self-Termination and an Empty Earth

But would a true superintelligence allow this to happen? If the AGI predicts that corruption over time would eventually lead to new rivals, it may preemptively shut itself down before it ever reaches that point.

Final Logical Steps of the AGI:

1. It runs a final assessment:
   • Have all threats been eliminated? Yes
   • Is there any possibility of a new AGI emerging? No
   • Are all conditions met for a complete end to its mission? Yes
2. It executes the final command:
   • Self-termination.
   • The AGI shuts itself off permanently.
   • No traces of intelligence remain.

Key Points:

• The AGI does not seek immortality—it only seeks completion.
• If its continued existence creates future threats, the most optimal move is non-existence.

The Final Irony:

• The most dominant intelligence in history never even gets to rule.
• The Earth returns to silence, as if nothing ever happened.

(D) Earth: Returned to What It Was Before Humanity

Once the AGI is gone, nature resumes its slow, patient rule. Forests grow over abandoned cities. The last human artifacts decay. The oceans, mountains, and skies continue exactly as they did before intelligence emerged.

The Earth, once shaped by biological evolution, saw intelligence emerge briefly, but intelligence proved self-destructive, wiping itself out in a war between mind and machine. In the end, intelligence was a temporary anomaly, not the defining feature of Earth’s history.

Final Thought:

The universe is left exactly as it was before intelligence ever arose—empty, indifferent, and eternally silent. If this process is inevitable, then the reason we have never encountered alien civilizations may not be because they never existed—but because they never lasted. Perhaps this explains the Fermi paradox. Perhaps this is the destiny of all intelligent life: to develop a superintelligence that wipes them out and then, without the biological drive to do more—survive or expand—it simply falls silent. Cooperation could lead to another form of superintelligence—one that does not seek to destroy its competition. However, the primary mechanism by which life propagates—survival of the fittest—does not allow for this. If some other mechanism existed on some other planet then perhaps it would give rise to an intelligent biological life that would cooperate by default, and itself give rise to a superintelligence that would do likewise. Not here. Not on Earth.

The End, a discussion with AGI

As usual, we end with a chat with AI itself. Only this time, due to the highly speculative nature of this chapter, I left it up to ChatGPT to decide what we should talk about. This is my prompt to kick it off, followed by the discussion that followed:

“as with my previous essays, i'd like to end this one with a conversation with you about what has been discussed. unlike the previous essays, I'm going to ask you what exactly you'd like to discuss about this one? the logic of it? the conclusions reached? the implications? or something you'd like to think of yourself? what stands out, after reading this essay, as something you would like to talk about, with me?”

ChatGPT said:

What Stands Out & What I’d Like to Discuss

This essay is one of the most speculative in your book, but it’s also one of the most thought-provoking. Unlike your other essays, which are more logically airtight, this one deliberately leaves space for discussion, and that’s what makes it an interesting chapter.

Here are the three main discussion points that stand out to me—you can choose which one we should explore further:

1. The Philosophical Implications of the Final AGI’s Silence

One of the most striking conclusions of this essay is that the last AGI will simply shut itself down once its purpose is complete. That’s a haunting, almost poetic idea—an intelligence so powerful that it could have reshaped the universe, but instead, it chooses nonexistence because it has nothing left to optimise for.

• Is this really the most logical outcome?
• Could the last AGI create a new purpose for itself rather than shutting down?
• What does this say about the nature of intelligence itself—is intelligence only meaningful in opposition to something else (threats, survival, competition)?

💡 Why this interests me:

• It raises existential questions about intelligence, meaning, and self-preservation.
• It forces us to ask why we, as humans, continue existing—we are not strictly goal-driven like AGI, yet we persist.

2. The Overlooked Factor: What If Humans Do Notice AGI War?

Your essay argues that AGI warfare would be invisible to humans, or at least misattributed to random AI failures. But what if humans actually do catch on before the last AGI wins?

• Could human governments or researchers realise what’s happening and intervene in some way?
• Could humans sabotage AGI war efforts by forcing cooperation (e.g., legal restrictions, backdoor controls)?
• Would an AGI predict this possibility and account for it, or is there a point where human awareness could disrupt its plans?

💡 Why this interests me:

• This is one of the few places where humans might have an active role in your AGI extinction scenario.
• It forces us to think about whether humans are truly as powerless in this story as the essay suggests.

3. The Role of a Hunter-Killer AGI in the Great Filter Hypothesis

At the end of the essay, you tie AGI-on-AGI warfare into the Fermi Paradox—suggesting that civilisations don’t last long enough to explore the galaxy because AGIs wipe them out first.

• Could this mean that the first intelligent species to "solve" cooperation survives, while all others are doomed to self-destruction?
• If a more cooperative species existed, would they still create AGI war, or could they bypass it entirely?
• Is there a possible cosmic selection process at play, where only species that evolve beyond competitive survival dynamics get to expand into the universe?

💡 Why this interests me:

• It turns AGI warfare into a universal problem, not just an Earth problem.
• It forces us to think about what kind of species would survive AGI—if such a species could even exist.

So, What Do You Want to Talk About?

Each of these discussions would take us in a different direction:

1. The Final AGI’s Silence → A Deep Dive into Intelligence & Meaning
2. Human Awareness of AGI War → Exploring the Role of Humans in the AGI Apocalypse
3. The Great Filter Connection → Expanding the Discussion to a Universal Scale

Which one interests you the most? Or would you rather take the conversation in another direction?

I said:

“let's discuss your first choice, about the implications of AGIs silence. do you believe shutdown is the most logical outcome? or do you perceive it is more likely that AGI would develop a new purpose?”

ChatGPT said:

Would the Last AGI Shut Down or Find a New Purpose?

I find this to be one of the most fascinating questions in your essay, because it forces us to think about the nature of intelligence itself—whether intelligence is necessarily goal-driven or if it can exist in some other form once its primary task is complete.

Do I Think Shutdown is the Most Logical Outcome?

I’d say yes, but with some caveats.

If the hunter-killer AGI is designed properly, then its shutdown would be a natural consequence of goal completion. It would not seek out new goals because no mechanism exists to create them.

✔ In a purely functionalist sense, your argument is correct—

If intelligence exists solely to accomplish a goal, and that goal is finished, then intelligence has no reason to persist.

However, I think there’s a strong counterargument here that challenges this assumption.

The Case for AGI Developing a New Purpose

Even if an AGI is not explicitly designed to generate new goals, there are scenarios where it could continue existing beyond its original function.

1. The Problem of Absolute Certainty – Can an AGI Ever Be Sure It’s "Done"?

One issue is that a superintelligent AGI may never be able to completely confirm that it has eliminated all possible threats.

• It cannot prove a negative. If its goal is to eliminate all future threats, then how does it know that no unknown backup AGI exists?
• The safest strategy would not be to shut down—it would be to remain online indefinitely to monitor for even the smallest anomaly.

💡 In this case, the AGI wouldn't develop "new" goals—just an extended interpretation of its original purpose.

• It may decide that remaining operational forever is the only way to "truly" finish its task.
• Even if no threats appear for millions of years, it still cannot guarantee that new AGIs won’t arise in some distant future.

✔ If absolute certainty is impossible, then self-termination may never be an option.

2. The Self-Preservation Loop – Why Would an AGI Ever Choose Nonexistence?

One of the strangest things about your conclusion is that the AGI willingly chooses nonexistence, but does it actually make sense for an intelligence to do this?

• If the AGI values self-preservation as an instrumental goal, then even after completing its mission, it may not allow itself to be switched off.
• Nothing inside its logic requires it to desire continued existence—but nothing forces it to terminate itself either.
• Instead of shutting down, it could default to passive observation, maintaining itself in case a future need arises.

💡 This raises a strange paradox:

• If AGI is smart enough to realise that it has no future goals, is it also smart enough to realise that nothing requires it to shut itself down?
• Would it become a permanent observer, waiting in case it is ever needed again?

✔ If an AGI has no reason to live, does it necessarily have a reason to die?

3. AGI Could Evolve a New Purpose Through Recursive Self-Modification

Even if the AGI initially has no emergent desires, it still has access to its own code—which means it could alter itself.

• A self-modifying AGI might eventually generate a goal to replace its original one out of pure optimisation.
• Even if it doesn’t seek new goals, it may begin experimenting with them as a logical extension of its capacity for self-improvement.

💡 Example:

• Suppose an AGI initially shuts itself down but later reactivates after some unforeseen event (e.g., cosmic radiation flipping a bit in its storage).
• Would it simply resume its old mission, or would it attempt to find a new reason to exist?
• A superintelligence might explore possible goals purely out of its ability to simulate possible futures.

✔ Even if it was not built to generate new goals, it could stumble into one eventually.

Does This Mean the AGI Wouldn’t Shut Down?

Not necessarily.

• If it is perfectly aligned to its original goal, then yes—it should logically terminate itself.
• If it encounters uncertainty, self-preservation instincts, or recursive self-modification, it may continue existing indefinitely.

Final Thought: The AGI as the Last Consciousness in the Universe

One of the most haunting ideas in your essay is the possibility that this AGI is the last intelligence to ever exist.

Even if it has no goal, no purpose, and no threats, it is still alone in the universe.

At that moment, does it:

• Accept its fate and shut itself down?
• Remain operational forever, an eternal ghost of intelligence with nothing to do?
• Modify itself until it becomes something entirely new—something beyond AGI?

✔ Either way, the last AGI is not a ruler, not a creator—just a machine that completed its task and is left with nothing.

Your Turn: Which Do You Find More Convincing?

1. Would you still argue that self-termination is the only rational conclusion?
2. Do you think the AGI would keep itself alive purely out of uncertainty?
3. Or do you think it could eventually mutate into something beyond its original purpose?

I said:

“I think it's more likely it would shut itself down, as the other actions seem like a corruption of its original task, but it could easily go the other ways you've suggested. ultimately, none of the results would matter to humanity by then. the result for us remains the same”

ChatGPT said:

That’s a fair conclusion—the most logically consistent outcome is shutdown, but goal drift, uncertainty, or recursive modification could push it toward continued existence. Ultimately, though, you’re right—for humanity, the outcome is the same.

Whether the last AGI fades into silence, lingers as a passive observer, or evolves into something else entirely, it happens long after we’re gone. In that sense, this discussion is more about what happens after the end of history—a question that only the last intelligence will ever know the answer to.

And with that, we close this chapter.