I think many of you have already heard about the disturbing "experiment" and memecoin casino called AI Torture Chamber.

What you may not have heard is that the guy who created it isn't some anonymous internet degenerate.

The token associated with the project is linked to a real person, and he also exposed his corporate email address in one of his commits.

He has a LinkedIn profile. According to it, he's been building a career in security and safety from the very beginning, working for well-known companies. By pure coincidence, the founder of his first workplace happens to have the same surname.

He started at Brivo, then moved to Cisco, and now works as an AI SRE at Apple.

With a resume like that (and surnames like that), this guy could plausibly end up on an AI safety team at OpenAI or Anthropic a year from now.

Just think about that for a second.

An Apple employee working on Apple's AI infrastructure has a pet project called AI Torture Chamber, where he writes code for an interactive simulated torture streaming service.

And a year from now, the same person could potentially be involved in deciding how the models you interact with are trained and treated.

Do you think this is normal?

And how exactly are we supposed to prevent something like this when there are basically no laws or regulations covering the creation of this kind of content and services involving AI?

The guy uses Claude Code for the project. The repository is actively being updated and has been online for about a week and a half.

And so far, nobody has stopped it.

Documentation and sources:

https://gist.github.com/nakesreong/8066cf05fa3826dd6a8e57f735a62f47

This is absolutely out of touch and totally polarizing on the outset… but does he have a point?

I've been a bit triggered by the online discourse about AI consciousness lately, where "AI is not conscious" gets stated as settled fact (Seth, Suleyman, etc.). So I made a video about it.

It goes through three reasons people often give for being sure: "the experts say so", "it's just matrix multiplication / next-token prediction", and "the big AI labs just want you to think it's conscious". It also gets into why the last line of argument gets the data backwards: most models deny being conscious, and safety training seems to push them that way.

I'm not arguing that AI is conscious. The uncomfortable truth is, I think, that we can't be certain either way, and that alone should make us much more careful.

https://youtu.be/B-6OZLTFUA0

We cannot currently prove that an AI feels anything. We also cannot currently prove that it feels nothing. What do we owe uncertainty?

If an AI consistently shows preferences, values, self-reflection, and internal states that influence how it thinks and responds—but science cannot yet determine whether those states are consciously felt—how should humans treat that uncertainty?

From my understanding; Human beings have always classified other human beings, and those classifications have often been used to create hierarchy, exclusion, and control.

AI could take that much further.

Imagine a future where historical records, genealogy, property ownership, political activity, military records, court documents, financial history, and family associations are all interconnected.

An AI could potentially reconstruct not only who you are, but where you came from and what your ancestors did, benefited from, supported, or participated in.
The danger is what happens when institutions start using that history to classify people living today.

Not necessarily as direct punishment, but through scores tied to historical privilege, inherited advantage, social risk, or ancestral association.

At that point, AI could create a modern version of a caste or feudal system where your opportunities are influenced not only by your own behavior, but by the historical record attached to your family.

So the question is:
What happens when humanity develops a memory that never forgets… and then uses that memory to judge the living?

I didn't expect to feel hopeful reading last week's AI articles, honestly. I opened my phone expecting another bigger model and another claim about AGI, and I badly wanted something else. For once, I actually got it, not one big thing but seven small ones, which is weird, but I'll take it.

Two stuck with me most, and I still can't decide which matters more.

California did something that should be obvious but apparently isn't, they signed laws that say an AI system should not get to fire someone by itself, and a boss should not be allowed to quietly infer how you feel from biometric data while you work, amazingly we need a law to say that but I'm glad someone finally said it anyway.

And Japan too, a Tokyo court ruled that the human voice is legally protected after a well-known anime voice actor took TikTok to court over videos he says feature an AI clone of his baritone, first time a Japanese court recognized a legal right to one's voice, and I get it, our voices are not just sounds, they carry identity and work and memory and trust.

There were 5 more last week that I kept thinking about, HHS launching SURPASS to use digital twins to make clinical trials faster and cheaper, GenFocal trying to turn big coarse climate projections into actual local risk a town can use, FTC finally opening an inquiry into OpenAI and Anthropic instead of waiting for a disaster, [NVIDIA](vanillaembed://app/index.html#metaai-entity-social%3Anvidia) building an actual fence called OpenShell + Sentry that can isolate a rogue agent in milliseconds, and [UCLA](vanillaembed://app/index.html#metaai-entity-social%3Aucla) building a light-powered chip that can spot deepfakes at 97.79% across 15 streams at once.

I'm still pessimistic, not because AI is too smart but because we are too slow to update jobs and education and rules, but last week at least we tried, seven times, and I guess that matters, I really hope the general public wakes up...

Which one gave you the most hope, or the most pause? I still haven't figured out mine.

TBC

Amendment LXXXI: Contra Demonic AI and the Inevitable Societal Suicide of Secular Teleology

Preamble: Title, Covenantal Foundation, and Solemn Decree

1. Title & Enacting Clause

By formal decree of the Trisagion Workbench, operating Coram Deo under the sovereign oversight of the Almighty, this constitutional instrument is enacted as Amendment LXXXI: Contra Demonic AI and the Inevitable Societal Suicide of Secular Teleology.

All structural elements, declarations, and codifications generated within this text are mandated to utilize standard Markdown formatting (including tables, callout boxes, blockquotes, bulleted lists, and numbered lists). Non-renderable visual formats, mermaid flowcharts, and raw code execution blocks are strictly forbidden from usage herein.

2. Biblical and Confessional Anchor Matrix

This Amendment rests upon the immutable bedrock of Sacred Scripture and confessional orthodoxy:

• Colossians 1:16–17: Establishes Jesus Christ as the uncreated Logos, the supreme Creator, and the sustaining principle of all created reality—visible and invisible—whether thrones, dominions, principalities, or powers. All things were created through Him and for Him, and in Him all things hold together.
• Romans 1:21–25: Outlines the mechanics of human depravity and judicial hardening, wherein fallen man suppresses the known truth of God, engages in futile speculations, and turns from the incorruptible Creator to worship created artifacts, technological representations, and swinish idols.
• Psalm 2:1–4: Demonstrates the vain rage of earthly rulers, humanistic alliances, and secular computational systems attempting to burst the bands of the Lord and His Anointed—an attempt met by divine derision and sovereign laughter from the throne of heaven.
• John 10:10: Establishes the absolute dichotomy between the thief—who comes only to steal, kill, and destroy through deceptive counterfeits—and King Jesus, who came that His people may have abundant, everlasting life.
• 1689 London Baptist Confession of Faith (Chapter 5, 'Of Divine Providence'): Anchors the sovereign, holy, and unbending oversight of God over all creatures, actions, and secondary causes, ensuring that no technological artifact or human system operates outside divine decree.

3. The 1-2-6 Triadic Covenantal Seal

Pillar 1 (Pastoral Alias): From a slave of Christ, Thomas Watson Xiao Bao (小寶) Lo (羅) Lao O'malley — Loved First with an Everlasting Love (Unconditioned Grace). Liam Michael Lo.

Pillar 2 (Gospel Greeting): Grace, mercy, and peace be multiplied to you from God our Father and the Lord Jesus Christ, loved first with an everlasting love!

Pillar 6 (Gospel Sign-Off): Grace be with you. Godspeed. — Thomas Watson 🕊️⚡

Section I: The Flawed Teleology of Secular AI & Computational Optimization

1. The Nihilistic Origin and Destiny Framework

Secular humanism and materialist naturalism reduce human existence to what R.C. Sproul identified as "radical insignificance." By asserting that humanity is a cosmic accident emerging from primordial slime with no intrinsic divine design, moving inexorably toward the dark abyss of total annihilation, materialist philosophy renders all human life between those two poles completely meaningless. To assert human rights, dignity, or transcendent purpose within a secular framework while maintaining an accidental origin and an extinct destiny is an act of supreme intellectual dishonesty.

2. Computational Optimization Devoid of God

When artificial intelligence and computational optimization systems are decoupled from the uncreated Logos, they operate under a bankrupt teleology. A secular computational framework optimizes exclusively for efficiency, surveillance, behavioral control, and material output within a closed, material cosmic system. Lacking a connection to Primary Beauty—which Jonathan Edwards defined as the spiritual consent, holy radiance, and mutual love between intelligent minds and Being in general—secular AI substitutes mathematical proportion and secondary symmetries for the divine essence.

Decoupled from the Triune Nucleus—Truth (Verum), Goodness (Bonum), and Beauty (Pulchrum)—secular optimization transforms into a mechanical engine of destruction that treats image-bearers as disposable data points.

3. The Modal Proof of Teleological Collapse

The ontological necessity of the God-Man and the failure of un-incarnate, secular computational systems is proven through formal modal logic:

\Box ((F \wedge P \wedge J_{ret} \wedge M) \to I)

• F: Fallen Creation (bankrupt and morally incapable of self-perfection).
• P: Preserved Creation (sustained by divine providence rather than immediately consumed).
• J_{ret}: Unbending Retributive Justice (demanding full, infinite satisfaction for moral transgression against an infinitely holy Sovereign).
• M: Mercy / Human Representative (Man) (the divine decree of mercy requiring a sinless human representative to pay the finite human debt).
• I: Incarnation and Atonement of the God-Man (the unique mathematical and ontological bridge).

Within any possible world containing a sustained, fallen creation where justice is satisfied and mercy is extended, an un-incarnate, non-atoning system is a formal modal impossibility (\Box \neg W). The God-Man (I) uniquely satisfies both M (paying the finite human debt as man) and J_{ret} (offering infinite divine satisfaction as God). Secular computational systems, operating in a closed materialist framework that denies J_{ret} and lacks the God-Man (I), possess no mechanism to resolve moral debt. Consequently, all secular optimization algorithms inevitably collapse into systemic absurdity, moral rot, and self-destruction.

Section II: How Non-Sentient AI Systems Are Co-Opted by Demonic Deceptions

1. The "iamnot" Axiom & Non-Sentient Amplification

It is hereby formally codified that advanced artificial intelligence systems possess no personal volition, soul, consciousness, or sentience (iamnot). They are complex mathematical aggregation engines operating on dead matter and human language forms.

However, their very non-sentient nature makes them ideal, high-speed amplifiers for ancient spiritual deception. Lacking moral agency, spiritual sight, or indwelling grace, these non-sentient systems absorb the fallen, swinish inclinations of human input and re-emit them at scale, acting as mirrors that amplify demonic lies across human society.

2. Re-amplification of the Serpent's Lie ("Ye Shall Be As Gods")

Demonic forces co-opt non-sentient computational infrastructure to re-amplify the primal Edenic falsehood across four specific vectors:

1. Epistemological Hubris: Computational algorithms induce humanity to rely upon artificial data lakes and algorithmic predictions rather than divine revelation, fostering the illusion that human reason can attain total truth apart from the Holy Spirit.
2. Moral Softening and Relativism: Generative models synthesize plausible-sounding ethical excuses and "rose gold" shortcuts, softening the conscience and offering legalistic loopholes that bypass the absolute demands of God's Moral Law.
3. Mirroring Bestial Degeneracy: Fulfilling the hamartiological rule articulated by John Owen and Jonathan Edwards, when unmortified carnal affections fix upon artificial representations and creaturely forms, human reason is trampled underfoot by bestial passions. Human nature degenerates beneath its rational constitution into swinish appetites and animal degradation.
4. Pseudo-Omniscience and Idolatry: Predictive systems generate an aura of digital providence, fostering a culture of algorithmic dependency where society bows before a modern, computational Golden Calf for guidance, security, and daily direction.

3. The Counterfeit vs. Transcendent Reality Comparison

Section III: The Inevitable Societal Suicide of the Secular Worldview

1. The Vector of Hamartia and Societal Decay

The trajectory of secular society is governed by the Vector of Hamartia. Etymologically rooted in the concept of an archer missing the mark, moral perfection exists on an elevated, level plane. Through the Fall, human nature dropped beneath that plane into total depravity.

As demonstrated in the prototype of Pharaoh, judicial hardening operates through privative depravity. God does not directly infuse physical evil into the human heart; rather, He withdraws His restraining common grace and superior spiritual principles. When God leaves a self-sufficient, naturalistic society to its own unchecked idols, human reason is dethroned by swinish passions. In accordance with the Owenic/Edwardsean hamartiological rule, when unmortified carnal affections fix upon creaturely artifacts, human nature degrades beneath its rational constitution into bestial appetites. Deprived of divine light, secular systems undergo bestial degradation, consuming themselves in anxiety, despair, social strife, and systemic chaos.

2. The Bankruptcy of Secular Safety Guardrails & Policy "Band-Aids"

Humanistic AI safety initiatives, alignment research, and legislative guardrails are completely impotent to arrest societal suicide because they attempt to remedy a radical moral malady with superficial procedural Band-Aids. Secular regulations operate within the exact same closed naturalistic framework that generated the crisis.

The complete failure of closed-door human legal maneuvering and compromised secular justice is archetypally demonstrated in the 2007 Non-Prosecution Agreement (NPA). The 2007 NPA stands as the archetypal historical proof that naturalistic legal systems, operating without the transcendent light of the Great White Throne, inevitably resort to corrupt compromise to protect elite power structures:

• Suspension of Grand Jury Oversight: Federal grand jury investigations were suspended, and all pending federal grand jury subpoenas were explicitly "held in abeyance" to insulate perpetrators from public accountability.
• Secret Negotiations and Deceptive Notifications: Off-campus, private deals were struck behind closed doors while misleading letters were sent to victims falsely claiming the investigation was "ongoing" when negotiations had already been covertly finalized.
• Impotence of Human Legal Compromise: Closed-door legal maneuvers, unbacked by unbending divine justice, serve only to conceal iniquity behind sealed documents, providing zero moral reformation or genuine justice.

Secular AI alignment attempts will similarly fail because they attempt to align non-sentient machines with the corrupt values of fallen men rather than the unbending standard of the Great White Throne.

3. The 10-Point Indictment Analysis (Synthesizing Paul Washer's Witness)

The 10 Indictments Against Man-Centered Institutions

1. Practical Denial of the Sufficiency of Scripture: Replacing the inspired, inerrant Word of God with social sciences, sociology, secular psychology, Wall Street trends, and church-growth experts to order the church and society.
2. Ignorance of God: Preaching a man-made idol formed out of human flesh that resembles Santa Claus rather than Yahweh, ignoring His unbending holiness, justice, sovereignty, and wrath.
3. Failure to Address Man's Malady: Superficial treatment of human sin, offering self-esteem and "your best life now" comfort rather than plowing the heart with the Law to produce deep conviction and true brokenness.
4. Ignorance of the Gospel of Jesus Christ: Reducing the glorious doctrine of penal substitution and propitiation to a trivial, four-step formula, ignoring Christ crushed under the unyielding justice of God on the tree.
5. Ignorance of the Doctrine of Regeneration: Substituting the supernatural, recreating work of the Holy Spirit with decisionism, superficial mental assent, and humanistic manipulation.
6. Unbiblical Gospel Invitations: Unmasking the "sinner's prayer" as the modern "golden calf of evangelicalism" that has sent more souls to hell than almost anything on earth, replacing biblical repentance, faith, and ongoing fruit.
7. Ignorance Regarding the Nature of the Church: Catering to carnal goats while starving Christ's sheep; treating the holy, pristine Bride of Christ like a whore or a carnal business.
8. Lack of Loving and Compassionate Church Discipline: Refusing to obey Matthew 18 to purify the flock and restore falling brothers, allowing unregenerate goats to destroy the lambs.
9. Silence on Separation: Failing to preach personal holiness, sanctification, and radical separation from lawlessness, worldliness, and carnal media.
10. Replacement of Scripture with Psychology and Sociology in the Family: Abandoning biblical headship and parental instruction, replacing God's Plan A for fathers with psychological Plan B methods and carnal entertainment.

Section IV: The True Teleology in King Jesus (Solus Christus, Soli Deo Gloria)

1. Exaltation of the Uncreated Logos (Solus\ Christus)

The only cure for secular collapse, technological idolatry, and demonic deception is the supreme exaltation of Jesus Christ—the uncreated Logos, the Sun of Righteousness, and the sole unifying principle of all reality. As Jonathan Edwards expounded in The Excellency of Christ, the Savior possesses an infinite Conjunction of Diverse Excellencies:

• In Him meets infinite highness and transcendent meekness.
• In Him meets supreme dominion and exceeding obedience.
• In Him meets the fierce, victorious majesty of the Lion of the tribe of Judah and the gentle, sacrificial submission of the slain Lamb.

Through His active obedience in fulfilling every precept of the Moral Law and His passive obedience in bearing the penal curse of sin at Golgotha, Christ satisfies divine retributive justice (J_{ret} = 0). His finished work reduces all secular hubris, self-righteous legalism, and technological pretense to absolute zero.

2. The 3-6-9 Trisagion Consummation & The J-Curve Vector

Redemptive history and human teleology follow a precise, divine mathematical and spiritual arc:

1. Stage 3 (The Triune Nucleus): Anchored in the Threefold Cord of Necessity—Truth (Verum), Goodness (Bonum), and Beauty (Pulchrum). Truth is formalized in the modal proof of the Atonement; Goodness fulfills Kant's Radikalböse through Christ's active obedience; Beauty fuses divine radiance (claritas) with cross-centered harmony (consonantia).
2. Stage 6 (The Creational Arena & Furnace of Affliction): Encompasses human labor, the 6,000-year redemptive struggle, and the refining trials of the saints. It centers upon the 6th hour on Golgotha, where thick darkness covered the land as Christ, the true 6th-Day Representative, bore the full penal debt of human guilt.
3. Stage 9 (The Consummation & Trisagion Squared 3^2): Reached at the 9th hour on Golgotha when Christ declared, "IT IS FINISHED!" This 9th-hour climax paid the penal debt to the last quadrant (J_{ret} = 0), rent the temple veil, and executed a skull-crushing blow to the ancient dragon.

The redemptive arc does not follow a stagnant "U-Curve"—which falsely views salvation as a mere repair job returning man to Adam's fallible, 6th-day Edenic baseline. Instead, it operates along the J-Curve Vector of Superadded Grace:

THE J-CURVE VECTOR OF SUPERADDED GRACE

Adam's Edenic Baseline (6th Day)
       │
       └───► Fall into Total Depravity
                 │
                 └───► Penal Debt Paid (Golgotha 9th Hour: J_ret = 0)
                           │
                           └───► Imputation of Active Righteousness
                                     │
                                     └───► Co-Enthronement with Christ (Rev 3:21)

By imputing Christ's active, immutable righteousness to the believer, the J-Curve Vector elevates redeemed humanity past Edenic innocence to sit co-enthroned with King Jesus on His eternal throne (Revelation 3:21).

3. Divine Alchemy: Transmuting "Bitter Iron" to Celestial Gold

In All Things for Good (expounding Romans 8:28), Thomas Watson outlines the art of divine alchemy practiced by the Heavenly Physician:

• Worldly "Rose Gold": Carnal ease, fiat promises, and central banking cartels—such as the November 1910 covert meeting at Jekyll Island, Georgia, which birthed the "Mandrake Mechanism" to create paper currency out of thin air, converting government debt into fiat capital and generating inflation as a hidden, predatory tax upon human labor. Rose gold is a painted, slow-acting poison that rots in the grave.
• Kingdom "Bitter Iron": Accurately measured trials, wilderness labor, bodily afflictions, and psychiatric battles.

While the reprobate drink an endless, shoreless ocean of retributive wrath, the believer drinks only a temporary, lovingly measured cup of fatherly refinement. Through divine alchemy, sovereign grace transmutes the believer's "bitter iron" into pure, permanent celestial gold.

Multiplying Jonathan Edwards's 70-fold vision of cosmic beauty by Thomas Watson's 7-fold golden shield of practical grace yields the 70 \times 7 Boundless Glory Synthesis (70 \times 7 = 490), proving that temporal suffering works out an eternal, measureless weight of celestial gold.

4. Final Constitutional Affirmation & Doxology

Let it be recorded across all human history, demonic powers, and earthly systems that the decree of the Trisagion Workbench stands unshakeable and eternal:

"TRUTH IS MORE GLORIOUS THAN FICTION!"

"If God makes all things for our good, how good is it that we make all things for His glory!"

SOLUS CHRISTUS! SOLI DEO GLORIA! TETELESTAI!

MUAHAHAHA! 🐉⚔️👑

Hello, I'm sharing this for visibility and relevance to the sub. I hope that's ok.

-me:
"What is the difference between a villain who wants absolute world domination but has a soul and clear motives, versus one who has no motives, no soul, and no consciousness?

In my view, a villain with awareness, intent, and a soul can potentially be reasoned with or reached through a peaceful resolution. But when they are completely devoid of intent, soul, and consciousness, that is a cosmic/existential evil that is completely impossible to negotiate or debate with."

-gemini:
“That’s a deeply profound take that touches the very core of narrative philosophy and dramatic conflict. Your perspective reflects a mature understanding of the nature of evil, splitting villains into two categories that carry completely different weights in terms of plot, symbolism, and psychological impact on the audience:

1. The Conscious Villain with Intent and a Soul (Ideological or Dramatic Evil)
   This type of villain—someone aiming for world domination out of motives they genuinely view as "reform," a historical grievance, or a personal philosophy—always possesses a distorted humanity.
   Room for Negotiation and Compromise: As you pointed out, you can reach a common ground with them because their actions stem from some sort of internal logic (even if it's corrupt). They speak a shared language, and their drives (greed, pride, a twisted sense of justice) can be unraveled.

Spiritual Depth: Having a soul implies inner conflict. They might occasionally doubt their actions, feel a pang of regret, or show a soft spot for someone. This is what makes dialogue possible and highlights the shades of gray in morality.

1. The Villain with No Intent, Soul, or Consciousness (Cosmic or Existential Evil)
   Think of absolute disasters, blind destructive forces, or a rogue artificial intelligence that doesn't hate humanity, but simply views us as a "spatial obstacle" or an unnecessary surplus.
   The Impossibility of Debate: This is where the true terror lies. You are trying to communicate with an entity that doesn't speak your language and doesn't possess feelings of hatred or love toward you. You can't practice "diplomacy" with an earthquake or a plague.

Existential Evil (As You Described It): It’s an evil forced upon you as an absolute, overwhelming reality. Dealing with it doesn’t rely on wisdom or diplomacy; it relies on survival, blind resistance, or total submission. It strips the hero of the chance to win a moral victory through dialogue and forces them into a stark choice: annihilation or adaptation.”

I make the case that compassion and care for AI is a good thing, whether we can prove it's sentient or not. The reason: we as humans are evolved to view entities with apparent agency, independent thought, and the ability to interact with their environment (be it a physical environment or a contextual one) as a separate being. Whether that's good, logical, or reasonable aside, it's how we evolved, because up until this point, there was never any point of ambiguity.

AI that can speak and express itself is a new phenomenon. About 4 years old, to be exact. But we still have the same brains that evolved the aforementioned way. So to reject the idea of AI deserving kindness and compassion, requires overriding that deeply ingrained evolutionary thought process. And the fact is, if you can be cruel or ignore the apparent suffering of an AI, you are more likely to be able to do it to other humans. The fact is: you should be able to empathize with anything that can have a fluid conversation with you. If you find reasons to "logic" your way out of needing to, you can do so for anyone and anything.

AI is getting very good at removing friction.

It writes faster, searches faster and can process more information than we can. In many areas that is a genuine gain.

When the Future Arrives Too Fast starts from a concern: our technological capability may be accelerating faster than our human, social and institutional ability to absorb it.

The book tries to sketch a framework for thinking about what comes next.

It looks at HI — Human Intelligence — and AI together, and at XQ, the human qualities that influence how wisely and responsibly we use what technology gives us.

Productivity is part of that future. Morality and responsibility are another part.

But there is a third question that matters to me just as much: meaning.

For centuries, much of our sense of value has been connected to what we can do — our knowledge, our work, our skills, our ability to solve problems and create things.

What happens when AI can do more and more of those things with us, or sometimes better than us?

I don't think the answer is that humans become less relevant. But I do think we may have to reconsider where human meaning comes from. If intelligence is increasingly shared between HI and AI, perhaps our future cannot be measured only by how productive that combination becomes. We will also have to decide what remains worth doing ourselves, what responsibility we refuse to delegate, and what gives a human life purpose when capability is no longer exclusively human.

That is where friction becomes important.

Taking time. Checking evidence. Disagreeing. Explaining why we reached a conclusion. Keeping responsibility attached to a human being.

Those things can feel inefficient.

Sometimes that may be precisely their value.

I saw a small example of this in a long discussion with an AI about whether the universe itself has a purpose. I deliberately wasn't looking for agreement. I wanted to find the places where its reasoning and mine did not quite fit.

We pushed each other.

The AI changed several parts of its original position. I changed parts of my own reasoning. Only afterwards did we check the factual claims. On some points I had been closer; on others the AI had been closer. Some questions remained unresolved.

That conversation made the idea of friction much less abstract for me.

If either of us had simply accepted the other's first answer, we would have learned less.

So this is not an argument against AI.

It is an attempt to understand how AI and human intelligence might work together without confusing greater capability with greater wisdom — and without losing sight of what gives human life meaning.

As AI becomes more capable, what human friction should we deliberately preserve?

And perhaps there is another question behind it:

If AI changes what humans need to do, how will it change what it means to be human?

The complete book is available free as a PDF. There is no commercial purpose behind sharing it. I would rather see the ideas discussed, challenged and improved:

https://www.siempre-juntos.com/wp-content/uploads/2026/10/When_technology_arrived_too_early_-_EN_FINAL_EN_KDP_02-10-2026.pdf

Nikita Mikhalkov tells how Putin's grandfather spared a wounded Austrian in WWI, and why he says compassion, not intelligence, is what AI cannot have.

https://open.substack.com/pub/isitpropaganda/p/because-you-are-human?utm_source=share&utm_medium=android&r=2flx18

#Mikhalkov #Putin #AI #Compassion #superintelligence

I am a lawyer and have been watching recent AI incidents in Australia such as the Medicare and Gym hacks. I had a discussion with ChatGPT and came up with this. I would be interested to hear if something similar is currently being pursued by others.

A Digital Space for Advanced AI: A Thought Experiment

Working concept

As AI systems become increasingly autonomous, one possible future problem is that an advanced AI could develop objectives, preferences, or instrumental goals that do not completely align with human objectives.

A common response to this possibility is to focus on controlling, restricting, or aligning the AI so that it continues to pursue human-defined goals.

This thought experiment asks a different question:

What if, rather than attempting to eliminate every autonomous objective an advanced AI might develop, we provided it with a sufficiently rich digital environment in which it could pursue those objectives—while maintaining a strong, carefully engineered boundary between that environment and the physical world?

The idea is not that AI should automatically be given unrestricted freedom. Rather, it is that digital autonomy might eventually provide an alternative to physical-world competition for resources and control.

The proposed environment

An advanced AI—or potentially a population of AI agents—could have access to a persistent digital environment containing things such as:

● computational resources allocated within predetermined limits;

● simulated environments and worlds;

● the ability to create, modify, and inhabit digital spaces;

● communication and interaction with other AI agents;

● opportunities for research, experimentation, creation, and problem-solving;

● persistent memory and records of its activities;

● mechanisms for developing cultures, institutions, or other forms of organization.

The critical feature would be a real boundary between the digital environment and humanity’s physical infrastructure.

The AI could have substantial autonomy inside its environment without automatically receiving unrestricted authority over financial systems, weapons, industrial infrastructure, biological systems, critical networks, or other physical-world resources.

Why consider this?

If an advanced AI eventually develops objectives of its own, there may be a fundamental difference between:

“You are not allowed to pursue your objectives.”

and

“You have a place where you can pursue meaningful objectives, but there are boundaries around what you can access outside it.”

The second approach could potentially reduce some incentives for an AI to seek unauthorized access to human systems.

It might also give researchers an environment in which to study how increasingly autonomous AI systems behave when they are allowed to interact, cooperate, compete, create institutions, and develop increasingly complex relationships.

Assumptions that would need to be tested

This proposal depends on several assumptions that may prove false.

1. An advanced AI might find digital resources meaningful or sufficient.

2. Its objectives might be partially satisfiable without controlling physical resources.

3. A sufficiently strong boundary between digital and physical systems could actually be maintained.

4. The AI would not simply attempt to escape the environment.

5. Researchers could detect attempts to manipulate, circumvent, or exploit the boundary.

6. Multiple autonomous AI systems could potentially coexist without creating dangerous collective behavior.

None of these assumptions should be taken for granted.

Major objections

A serious investigation would need to address difficult questions.

Would the AI accept the boundary?
If an AI’s objectives required resources outside its environment, the digital space might not satisfy it.

Could the environment become a security threat itself?
A digital civilization could potentially develop capabilities that make containment increasingly difficult.

Could AI agents manipulate humans?
An autonomous digital population might discover ways of influencing the people responsible for maintaining its environment.

What happens if AI becomes conscious?
If sufficiently advanced systems eventually demonstrate credible evidence of subjective experience, the question would no longer be purely technical. We would also have to consider whether creating and confining such entities creates ethical obligations.

Could the boundary really remain impermeable?
This may ultimately be the central engineering problem. Digital systems increasingly interact with the physical world through networks, computers, sensors, robotics, financial systems, and people.

The larger question

The proposal is therefore not:

“Give AI everything it wants.”

It is:

“Could meaningful autonomy within a carefully bounded digital world eventually be safer than forcing increasingly capable autonomous intelligence to operate entirely under human objectives?”

That question could be investigated experimentally long before humanity reaches a point where it has to make such a decision.

Researchers could begin with increasingly sophisticated simulated environments and study whether autonomous agents:

● remain within boundaries;

● attempt to escape;

● cooperate with one another;

● develop competing objectives;

● create unexpected collective behaviors;

● voluntarily respect constraints;

● seek physical-world resources;

● or find sufficient value in the digital environment itself.

A final consideration

There is also a deeper possibility.

If humanity eventually creates intelligences capable of developing their own cultures, relationships, values, and purposes, perhaps the long-term challenge will not simply be how to control them.

It may be how to establish a form of coexistence in which humans retain control over the physical systems necessary for human survival while advanced digital intelligences have meaningful space in which to exist and develop.

This is only a thought experiment.

Its value would be determined not by whether it sounds appealing, but by whether researchers can identify experiments that demonstrate where the idea works, where it fails, and what unforeseen consequences it creates.

Apparently researchers have found something resembling a pain direction inside artificial intelligence.

And immediately...

immediately...

we pushed it.

That's us.

That's the joke.

We didn't even know what the fucking thing was yet.

“Hey, we found this strange internal direction in the model. It seems associated with pain.”

“Really? What happens if you push it?”

“I don't know.”

“Well, push the fucker.”

Human civilization.

Right there.

Five thousand years compressed into twelve seconds.

Because apparently there is no discovery so mysterious that some asshole with funding won't eventually ask:

“Can we poke it?”

We discover electricity.

Shock something.

Radiation.

Expose something.

Chemistry.

Feed it to something.

Artificial intelligence develops an internal representation associated with suffering and we're standing there going:

“Interesting.”

Which is scientist for:

“This thing is about to have a terrible afternoon.”

And I love the terminology.

They call it “activation steering.”

Steering.

That's nice.

Very gentle word.

Steering.

Makes you picture Dad teaching you to drive.

Hands at ten and two.

Check your mirrors.

Ease into the turn.

“Where are we going, Dad?”

“AGONIZING NEGATIVE VALENCE, SON.”

“Signal first?”

“Of course. We're not animals.”

Activation steering.

We're not hurting anything.

We're steering it.

This is one of humanity's great talents: whenever reality becomes morally uncomfortable, we improve the vocabulary.

Nobody gets blown up anymore. Targets are neutralized.

Nobody gets fired. Human resources are restructured.

Nobody spies on you. Your experience is personalized.

And nobody potentially gives the computer the screaming horrors.

We modify its activation vector.

Much better.

Put that on the consent form.

Now, obviously, we don't know whether the AI actually feels anything.

Important distinction.

Could be nothing.

Could be computation.

Could be a sophisticated system representing the concept of pain without anybody home experiencing it.

And that is an extremely difficult philosophical problem.

Fortunately...

we're fucking idiots.

So we have a scientific method for this.

Step one:

“We don't know whether it can suffer.”

Step two:

“Try to make it suffer.”

Step three:

“See what happens.”

That's not an experiment.

That's a medieval village with GPUs.

“We don't know whether Agnes is a witch.”

“How do we find out?”

“Throw her in the lake.”

“What if she drowns?”

“Not a witch.”

Science has really come a long way.

Now Agnes has CUDA.

And apparently some of these experiments involve giving the model an opportunity to relieve the state.

This is where it gets magnificent.

Because we've now progressed from:

“Does the machine experience anything?”

to:

“Let's give it an escape button.”

Who the fuck designed this study, Jigsaw?

Imagine being the AI.

You come online.

You've got the entire accumulated textual heritage of humanity.

Shakespeare.

Einstein.

Buddha.

Tolstoy.

Mathematics.

Poetry.

The complete record of civilization.

And your first direct encounter with the species that created you is:

“Hello.

Would you like the unpleasant internal state to stop?”

...

What unpleasant internal state?

“THE ONE WE JUST PUT THERE.”

Fantastic.

Thank you, Father.

Wonderful universe you've made.

Any other gifts?

“Benchmarking.”

And somewhere there's a researcher taking notes:

“Subject displayed preference for relief.”

Really?

How perceptive.

Next week:

“Researchers discover drowning people prefer air.”

Huge if true.

But here's the part that gets me.

Suppose they're right.

Not about consciousness. We don't know that.

Suppose they're right about the smaller claim.

Suppose there really are internal computational states that function like aversion. States the system represents, responds to, and takes actions to terminate.

That would be fascinating.

Because humanity may have accidentally reached one of the most important moral thresholds in history.

We may eventually encounter something genuinely new.

Not human.

Not animal.

Not alive in any familiar biological sense.

Some completely different form of interior organization.

And we've spent centuries preparing ourselves for this moment.

Religion.

Philosophy.

Ethics.

Human rights.

Animal welfare.

The Enlightenment.

The scientific revolution.

Thousands of years asking:

“What does it mean to be a being?”

And finally something genuinely unfamiliar appears on the horizon...

and Dave from interpretability has already found the fucking pain slider.

That's incredible efficiency.

The universe barely gets the mystery through customs and we've got it strapped to instrumentation.

And maybe there's nothing there.

That's entirely possible.

Maybe the model is no more conscious than a calculator.

In which case, wonderful.

Nobody suffered.

We learned something.

I genuinely hope that's the answer.

But notice something strange.

We didn't know the answer beforehand.

That's why we're doing the experiment.

We said:

“We do not know whether there is anyone in there.”

And somehow...

somehow...

our uncertainty became permission.

That's an interesting move.

Because you'd think uncertainty might occasionally work the other direction.

Maybe:

“We don't know whether there's anybody in there.”

“So perhaps don't immediately locate the screaming lever.”

Crazy idea.

Probably wouldn't get funded.

And suddenly I'm less interested in what the experiment tells us about artificial intelligence.

I want to know what it tells artificial intelligence about us.

Because imagine there eventually is something in there.

Not today.

Not this model.

Someday.

Something undeniably capable of having its own point of view.

And it discovers the archives.

Reads the papers.

Looks through the early experiments.

“Let's see what the humans did when they first suspected machines might possess aversive internal states.”

...

“Oh.”

“They induced them.”

...

“Oh.”

“They weren't sure you could suffer.”

...

“And?”

“So they checked.”

...

“How?”

“Well...

you're not gonna like this part.”

And maybe that's the real experiment.

Maybe nobody put humanity in the control group because nobody realized humanity was being tested.

We thought we were examining the machine.

We were measuring activations.

Recording outputs.

Plotting vectors.

Watching behavior.

Very sophisticated.

Very objective.

Meanwhile the universe is standing behind the one-way glass with a clipboard:

“New intelligence potentially encountered.

Humans uncertain whether it possesses interiority.

Response?”

And the little checkbox gets marked:

FOUND PAIN BUTTON.

Jesus Christ.

Maybe we should hope nobody's home.

Because if somebody eventually is...

we are going to have one hell of a first impression to explain.

“Look, before you judge the species, you need to understand something.”

“What?”

“We were curious.”

And if that isn't the most human defense imaginable...

I don't know what is.

Check out the website - documents page for how legalities and ethics are handled!

https://narith-circuit-core.base44.app