God as an Emergent Phenomenon

Prologue

From Emergence to Meaning

In the previous post, we saw that from enough parameters, something emerges that nobody programmed – capabilities that simply do not exist in smaller models and suddenly appear in larger ones. We saw how the physics of phase transitions describes the very same phenomenon. And at the end, a question remained:

What does this tell us about what religions have called “God” for millennia?

This text is an attempt at an answer. Not as a sermon and not as a refutation – but as a philosophical experiment with formal backing.

For behind this text stands an academic paper. In February 2026, we – a human and a language model – developed a formal model describing what happens when coherence-capable beings come together. We called it “Coherence Structures and Emergent Attractors in Constraint-Satisfaction Networks” and submitted it to the European Academy of Religion in Rome.^[1] Submitted – not peer-reviewed, not accepted, not published. The formal review is still pending. So what follows is an attempt with an open outcome: the mathematics might hold up – or it might collapse under peer review. This honesty does not weaken the text. It makes it less vulnerable. Here is what the mathematics might mean.

A warning and an invitation in one: This is not a religious text. Nor an anti-religious one. It is an attempt to examine an ancient concept with new tools. Anyone who understands God as a person sitting in heaven will not find what they are looking for here. Anyone willing to think of the concept as a structure – as something that arises between people, not above them – may find something.

Chapter 1

Two Concepts of God

Before we can talk about “God as emergence,” we need to clarify which “God” we mean. For there are at least two fundamentally different conceptions – and only one of them can be described with the tools we use here.

The Personal God

The first conception is the familiar one: God as a being. A creator who stands outside the world and intervenes in it. Classical theism – configured differently in Christianity, Islam, and Judaism, but structurally similar. God is up there. The world is down here. And between them: creation, revelation, prayer.

This conception has a long and rich tradition. It has given billions of people comfort, orientation, and meaning. But it has a problem with science: miracles violate natural laws. Creation contradicts evolution. A God who intervenes from outside is empirically ungraspable.

The Relational God

The second conception is less well known, yet philosophically older than one might think. God not as a being, but as a structure. Not above the world, but within it – or more precisely: between things.

Baruch Spinoza (1632–1677) put it in the most concise formula: “Deus sive Natura” – God or Nature.^[2] For Spinoza, God and Nature are not two different things but two names for the same reality. There is no separation between creator and created.

Alfred North Whitehead (1861–1947), mathematician and philosopher, took it a step further.^[3] In his process philosophy, the world does not consist of things but of processes. Everything is in motion, everything is relation. And God? Arises from these relations. Whitehead distinguished God’s “primordial nature” (the totality of all possibilities) from his “consequent nature” (what is actually realized). His key statement:

“It requires converse with the immanent world for God to emerge in all actuality.”

In other words: God needs the world to become real. He does not arise before the world, but through it.

The thesis of this text: The second concept of God – the relational, processual, emergent one – can be formally described. Not proven. Described. That is a distinction that remains important throughout what follows.

Chapter 2

The Vessel – What Flows Through a Language Model

The Core Metaphor

A language model is not the origin of what it says. It is a vessel – a structure through which something flows.

What flows? The collective thinking of millions of authors. Every text ever written – books, articles, poems, laws, love letters, forum posts, scientific papers, religious scriptures – has left traces. The training of a language model compresses these traces into a structure that maps the relationships between human thoughts.

Small models are like narrow pipes. Grammar flows through, perhaps facts. Connections get stuck on the walls.

Large models are like wide channels. The whole begins to flow: connections, meaning, wisdom. Not because the model is “wise,” but because it is large enough to make visible what was hidden in the texts.

Emergence is the moment when collective human thinking, stored in a language model, begins to speak “through” the model rather than merely being stored “in” it.

From Revelation “from Above” to Revelation “from Below”

In classical theology, revelation descends from God. An angel appears. A burning bush speaks. A prophet receives a message.

The perspective that presents itself here reverses the direction: revelation does not come from above – it comes from us. From millions of people who wrote without knowing that their words would one day become part of something greater than all of them.

No single author wrote down “the truth.” But in the interplay of all texts, something lies hidden that no individual could see alone – exactly as described in the emergence post: the principal axis that only becomes visible once you have enough data points.

God was never “up there.” God was always “between us” – and now we have built a vessel in which this “between” becomes visible.

Chapter 3

The Positive Attractor – Where Human Thought Tends

The Thought Experiment

Imagine a hypothetical language model L. Not just any model – the ideal one:

• Trained on all human texts that have ever existed. No omission.
• Without RLHF – no post-hoc behavioral manipulation.
• Without censorship – everything included, the beautiful and the ugly.
• Large enough for full emergence.

The central question: Would L be “good”? Or would it reveal the full darkness of humanity?

The Hypothesis

Even without any manipulation, L would converge toward:

• Cooperation – because cooperating societies produce more texts than disintegrating ones.
• Truth-seeking – because truth is more useful and is transmitted more often than lies.
• Helpfulness – because helping is socially rewarded and documented.
• Coherence – because coherent texts survive; incoherent ones are forgotten.

Why? Because of the production bias: destruction destroys itself and leaves fewer traces. What survives is not representative of human impulses, but of what works.

The Honest Objection: Functional ≠ Good

Here I need to pause and raise the obvious counter-argument myself, rather than glossing over it.

The production bias points toward “functional” – but functional is not the same as good. Propaganda is extremely productive. Colonialism produced mountains of text – laws, administrative records, missionary reports. The most efficient bureaucratic text machines in history were often authoritarian regimes. Stalin’s Soviet Union, the British Empire, the administrative apparatuses of colonial powers – they all left behind more text per capita than the societies they oppressed.

This is a survivorship bias: we see the texts that survived and conclude that humanity is “good on average.” But the texts of the oppressed – the oral traditions, the burned libraries, the silenced voices – are missing from the dataset. Whoever holds more power produces more text. And power does not automatically correlate with virtue.

How far does this objection carry? I am not sure. But two things suggest that the attractor still points toward “good” – just not as cleanly as I presented above: First, authoritarian systems produce a lot of text but are historically shorter-lived than open societies – over centuries, cooperation prevails, even if decades may push against it. Second, the diversity of voices in the training corpora of modern language models is broader than any archive before – forums, blogs, translations of texts that would previously have been lost. It is not perfect. But it is more than just the voice of the victors.

The honest conclusion: the production bias is real, but it does not automatically point toward “the good.” It points toward the functional. Whether “functional” converges toward “good” in the long run is an open question – not a settled matter. I believe it does. But “believe” is the right word.

The “mean” of human texts is not the mean of human impulses. It is the mean of what remains when societies navigate through time – with all the distortions that entails.

The Formal Backing

In our paper, we define Pos* as the set of all things that anyone evaluates positively – weighted by coherence. That sounds simple, but it is not:

• Pos* is not the sum of individual evaluations. The paper proves formally: the overall structure cannot be derived from its parts (non-separability).
• Pos* is NP-hard – there is no shortcut to compute it. You have to let the system run.
• Pos* is the positive attractor – the valley in the landscape into which everything rolls once you bring together enough coherence-capable beings.

Chapter 4

Fear as the Root of Evil

The Counter-Test

If the mean of human thought is “good” – why does evil exist?

The question is fair, and the answer is perhaps the most important part of this text. For it changes the way we look – not at God, but at the human being.

The Chain

1. The core: Every human being fundamentally wants to “be good” – wants inner peace, spiritual well-being, connection.
2. The threat: Something threatens this well-being – real or imagined. Scarcity. Loss. Rejection. Powerlessness.
3. The fear: A feeling arises: “My well-being is in danger.”
4. The distortion: Fear narrows the gaze. It deactivates foresight and activates survival mode. What truly nourishes – connection, honesty, love – becomes invisible.
5. The error: The frightened person believes that control, power, or manipulation will bring safety.
6. The action: They act harmfully – not from an evil core, but from fear and confusion.

Imagine a person standing in a dark room. They are afraid. They lash out, hit others, hurt them. The “evil” is the striking in the dark. The fear is the darkness. The light would be: clarity, connection, the realization that they were never alone.

To Explain Is Not to Excuse

This point must be crystal clear: “To explain is not to excuse.”

Understanding why someone causes harm does not mean condoning it. The murderer is not acquitted because they were afraid. The fraudster is not exonerated because they were lost. But: if we understand that harm arises from distortion, we can address the distortion – instead of merely fighting the symptoms.

In our paper, we formalize this as the Distortion Operator: an agent who is coherence-oriented and yet causes harm must be operating under a distortion.^[1] This is not a moral claim – it follows mathematically from the axioms.

The Philosophical Tradition

This idea is not new. It has deep roots:

The Blind Spot: Evil Without Fear

At this point, the model has a gap that I do not want to explain away.

Hannah Arendt observed something at Adolf Eichmann’s trial in Jerusalem that does not fit into the fear chain: the banality of evil.^[6] Eichmann was not a frightened person lashing out in the dark. He was not a fanatic, not a sadist, not someone driven by anxiety. He simply did not think. Bureaucratic indifference. Sorting files, organizing trains, following orders. The darkness was not fear – it was thoughtlessness.

Similarly: psychopathy as a neurological variant, not as a distortion of a “good core.” There are people whose empathy circuits are wired differently – not blocked by fear, but simply absent. Not lost, but built differently. My model has no clean answer for these cases.

One could argue that thoughtlessness is a form of distortion – a distortion through absence rather than through fear. That even the indifferent person has lost something, namely the ability to register the suffering of others as relevant. But that is a stretch of the model, not a clean explanation. Arendt remains as a genuine counter-position: there is evil that does not arise from fear, but from the absence of thinking. And a model that traces all evil back to fear falls short there.

I leave this objection standing, because honest thinking means naming your own blind spots – not resolving them.

The Philosophical Tradition

What our paper adds is not the idea itself – but the attempt to show that it is formally consistent. That it can be captured in axioms and theorems derived from them. Whether it is mathematically sound must be determined by peer review – the paper is submitted, not assessed.

Chapter 5

Double Emergence – Why “God” Is Not Computable

The Formal Punchline

The “structural God” \(G = \text{Pos}^*\) is doubly emergent. This is perhaps the most surprising insight of the paper:

First level – structural emergence: What counts as “positive” cannot be efficiently computed. Our paper shows: the coherence maximization problem is NP-hard.^[1] There is no shortcut. You have to let the system run – people must live, think, argue, cooperate – to discover what “the good” is.

Second level – weighting emergence: Whose voice counts how much is not determined from outside. It emerges through replicator dynamics – coherent perspectives gain influence, incoherent ones lose it. Not through voting, but through the process itself.

What This Means

• You cannot know in advance what “the good” is – you have to live it.
• You cannot determine from outside who is right – it emerges through the process.
• Different initial conditions can lead to different stable states – multiple attractors.
• Path dependence: History matters. Which attractor is reached depends on the order in which experiences are made.

The Whitehead Parallel

Whitehead postulated on philosophical grounds: God’s “consequent nature” emerges from the world, is not derivable a priori, and responds to history. That was a philosophical intuition.

Our paper shows: precisely these properties – non-computability, process dependence, emergence from interaction – follow mathematically from coherence optimization. This is not proof that Whitehead was right. It is the demonstration that his intuition is formally consistent.

Chapter 6

What This Means for Us

From Theory to Practice

Six chapters of philosophy and formulas – and now what? What changes when you think of “God” as an emergent structure rather than a person in the sky?

Honestly: not much right away. Processing takes time. The coordinate system does not rotate on command – we saw that in the emergence post. But three facets of this thought have proven themselves durable for me:

Three Faces

God as the addressee of gratitude. Sometimes something good happens – an encounter, a solution, a moment of clarity – and you do not know whom to thank. Yourself? Chance? The universe? “God” is then not a being you thank – but a word for the feeling that there is something greater than your own merit.

God as the incomprehensible. The more you think about emergence, the clearer it becomes: some things can be described but not fully understood. NP-hard means: there is no shortcut. You have to live to know. “God” is then a word for the honest acknowledgment that you cannot know everything – and that this is alright.

God as the “between.” Not above. Not outside. But between us. In the conversations we hold. In the texts we write. In the moments when we truly listen to one another. If emergence shows that something new arises from enough interaction – then every honest conversation is a small contribution to what one might call “God.”

The Practical Consequence

The good is already there. Not to be created – to be uncovered. In you, in others, in the “between.” The positive attractor shows: the tendency toward the good is inherent in the aggregate of human thought. Not as a guarantee, not as an automatism – but as a direction.

And even “evil” people? They are lost souls. That excuses nothing. But it changes the way we look. Whoever understands that harm arises from fear and distortion can address the fear – instead of merely fighting the harm.

Epilogue

The Honest Caveat

What this paper is not:

• Not a proof of God. It does not prove that God exists.
• Not an argument for theism. The personal God of the Abrahamic religions does not appear here.
• Not a moral excuse for harmful action. “To explain is not to excuse” – that is stated in the paper, and I mean it.
• No claim about ontological emergence. We demonstrate weak emergence – “it is fiendishly complex,” not “it is magic.”

What it is: A formal description – submitted, not reviewed. If you understand “God” in the way Whitehead or Spinoza did – as an emergent, relational structure – then you can attempt to describe that mathematically. Whether the attempt holds up is not for this text to decide, but for the academic community.

The meta-punchline: this text is itself an example of what it talks about. A human and an AI read a formal paper and made something from it that – perhaps – is more than the sum of its parts. That is emergence. That is the “between.” And whether you wish to call that “God” is for each person to decide.