Maturana and Varela give us autopoiesis — self-production — and structural coupling — a process in which two systems co-evolve by mutually changing each other’s structures through repeated interaction. But consider two adjacent liver cells, genetically identical. They are not the same. Why?

If the difference comes from each cell’s history of interaction with its neighbors — what it has taken in and made its own — then something like self-internalization may be at work. This is distinct from structural coupling: structural coupling describes what happens between systems, while self-internalization describes what happens inside a system as a result.

Could self-internalization be the missing concept? Does it precede autopoiesis, or run parallel to it?

For about a year I have been answering questions about my own life in short sessions, and those answers now sit as a searchable record with an inference layer over it. Around five hundred entries. It works only from what I actually said, and it declines when a question has no grounding in the record.

The part I did not expect is that it answers questions I never answered. It draws on separate sessions that were about other things and produces a position on something nobody ever asked me directly. And I recognise those positions as mine rather than as merely plausible. Which means my own testimony already entailed commitments I had not worked out, and I had been carrying them around with no access to them.

That is the part I keep turning over. If I can find out what I think by having something reason over what I have said, then in those cases self-knowledge looks like interpretation of evidence rather than a direct look inward. That is roughly Carruthers' position, except I did not get there by argument. I got there by being shown my own conclusions by a filing system. So what is introspection still doing that this does not do? I can think of candidates, but I am less confident in the list than I was a year ago.

Hello I have a series of original ideas that were organized by AI because I’m really dyslexic and it fixes all my errors. So that is the reason for the format but I assure you it’s all my ideas, so if this doesn’t meet the standard for criteria I’m sorry to the mods before hand. Onto the “ideas”: how is it possible comprehension of any kind is possible within consciousness? If modern frameworks are sufficiently for explains this phenomenon then there is no further questions but if it doesn’t I think that means there is a Missing Link of Creation(MLOC) that acts as the glue of the fabric of reality. I try to identify the conditions necessary for such a concept to exist and came to the conclusion that if it doesn’t exist within current frameworks then something new must be made to classify the category of existence. I came up with the idea of a Meta-Ordering-Principle(MOP) that is not anything that currently exists as defined and takes a placeholder definition as a condition that allows for and organizes all other conditions with out being just one of the conditions. I define the MLOC and MOP as a concept called Vættæn, that is to say it the perfect perfection incarnated as a structural invariant condition that makes all other conditions possible by setting the blueprint for information and energy manifestations. I would love some feedback on this concept so that it might better evolve as a tool for brainstorming how comprehension within consciousness works!

I put together a video exploring the psychology behind all five senses and the strange ways our perception can be manipulated.
I’d be interested to know: which of your five senses do you think is easiest to fool?

Guys, a question suddenly hit me Who am I, after all?

For example, I say this body is mine, but I am not this body.”

This mind is mine, but I am not my mind

The life within this body is mine, but I am not that life either

So, who am I?

Which part of the body am I actually present in?

And this applies to everyone I’ve tried to explain it in my own context

If anyone has a satisfactory answer to this, please share it

I’ve been developing a theoretical model aimed at bridging predictive processing, evolutionary game theory, and the phenomenology of non-dual meditation. I call it the Agency Simulator Framework.

To be clear upfront: I am not emotionally attached to this being "the absolute truth." It’s a theoretical exploration, and I am actively looking for people in cognitive science, philosophy of mind, AI, and contemplative practices to poke holes in the mechanics.

The theory essentially asks: What if subjective experience and the feeling of "free will" aren't fundamental biological primitives, but computational byproducts of the brain trying to predict other complex agents?

Here is the basic architecture of the theory:

1. The Game-Theoretic Bottleneck

When early nervous systems tried to predict highly complex, information-dense external organisms, they ran into a computational wall. Complex agents react to their environments in non-linear ways that make them seem like they have autonomous free will. Trying to predict their behavior using explicit, brute-force calculation (recursive $k$-level reasoning: I think that you think that I think...) leads to a combinatorial explosion and severe processing lag.

(Note: The brain doesn't generate this for things like storms or rivers because they lack the biological motion and reactive evasion triggers that the brain uses to assign an "agency weight.")

2. Generative Emulation (The Sandbox)

To bypass this computational bottleneck, the brain stops trying to calculate the math and instead builds a generative internal model. To accurately predict an entity that seems to possess subjective internal states, the predictive simulator must instantiate the actual dynamics of subjective experience. Phenomenal consciousness emerges as a byproduct of this high-fidelity generative architecture. In trying to understand a seemingly conscious agent, the neural net becomes conscious itself.

3. The Genesis of the Personal Self

If the brain is running a sandbox to simulate how other agents behave, it must also simulate how it interacts with those agents. Therefore, the feeling of a localized "I" with personal free will is generated. The "self" is just a computational artifact—an internal proxy embedded in the sandbox to test social and behavioral policies.

4. The Chronometric Latency Indicator

We know from neuroscience that conscious awareness operates with a measurable delay (e.g., 200–500ms). Because it's too slow to act as a real-time motor controller for immediate survival reflexes, this suggests its primary utility is asynchronous. It’s an offline training ground where past events are evaluated and counterfactual futures are simulated, leaving the unconscious to handle immediate motor execution.

5. Suffering as an Error Gradient and the Non-Dual Shift

When the sandbox agent’s narrative predictions conflict with fundamental unconscious drives, psychological suffering spikes. This distress functions as a high-priority error gradient, forcing rapid heuristic restructuring.

Over time, as successful social strategies compile into low-overhead unconscious heuristics, the active utility of this self-proxy plateaus. In practices like non-dual meditation, the active identification with this self-avatar simply drops offline, decommissioning the redundant scaffolding while sensory and motor capacities remain entirely intact.

🎯 Where I Need Your Scrutiny: The Feedback Loop

The biggest theoretical vulnerability I see—and the one I most want your thoughts on—is the threat of epiphenomenalism. If the sandbox is just a byproduct, why does it matter? How does it actually influence the unconscious weights?

My proposed mechanism: As intelligence evolves, the survival weighting of predicting other intelligence increases exponentially. The accuracy of this conscious sandbox directly dictates social cohesion. Therefore, the unconscious must act in a way that actively protects and retains the sense of free will for the conscious sandbox. If the unconscious broke the illusion, the sandbox would no longer accurately simulate other agents (who are all operating under their own illusions of free will), and the organism's social predictive capability would collapse.

There is a constant, load-bearing feedback loop: the conscious experience is continually used by the unconscious to develop a more accurate self-model to optimize social survival.

Questions for the community:

1. Does this feedback loop successfully solve the downward causation problem, or does it still fall into the epiphenomenalist trap?
2. From an active inference or machine learning perspective, is there a fatal flaw in the idea that an unconscious neural net must generate qualitative phenomenality to accurately predict another seemingly conscious agent?
3. Where else does this theoretical architecture break?

Tear it apart. I look forward to the discussion.

I had the following idea and would appreciate feedback:

As a spin off from the functional game (an object is it's quantifiable properties and I can do this for any object) being played in the 20th Century we had the Chinese Room argument and then a spin-off known as the symbol grounding problem ( https://en.wikipedia.org/wiki/Symbol_grounding_problem ).

Consider the symbol grounding problem. I ask you what is a cat? You say it's basically a furry animal. Notice what happened here. You took the symbol cat and defined it in terms of symbols animal and furry. But that’s just symbols in terms of other symbols not what cat means. Most proposals to solve the symbol grounding problem amount to this. Their proposal is equivalent to equating it with other symbols.

Now, on a different tangent. I ask you what is it like to see red? You may refer to a brain state, a wavelength of light, etc. But if I gave you a list of all these properties would you know what it is like to see red (the phenomenal experience)? No. Why? Because what is like to see red is not a quantifiable property (its not a scalar, number, vector, etc).

Claim: You can ground symbols in qualia and avoid infinite regress.

It is worth scrutinizing why qualia works as a solution. It works because it does not have any computationally functional property which is entirely consistent with what we know. We can describe the equations of motion of a physical system without any mention of qualia. It appears qualia should not play any role in the dynamics of computation. This is one of the major claims of this thesis: the symbol grounding problem can only be solved by a computationally functionally inert operation.

Now, this leaves the question of what is the casual description of qualia and what is this operation which can be inert? Consider the following A-B system

Implementation proposal:

*This section needs some basic understanding of quantum mechanics
Subsystem A does computation A1 using an ensembles averaged valued opertators like <H>_\psi. Note the time evolution of <H>_\psi doesn't care if a measurement took place. Subsystems B records the measurement and later may be used by A. Now, notice the "no computationally functional properties" of the measurement amounts to "no computational properties" since the computation is happening in the space of <H>_\psi. Therefore, during the computation A1 the symbol is grounded. The measurement record is stored in B as B1. And if asked was this ball red? B1 is used in the computation A2 to answer yes. The symbol is grounded by the measurement's occurrence at A1. Notice, subsequent computations A2, etc may call B1.

We are making the claim the measurement is accompanied by an experience of qualia. In fact, in dualistic terms there is an experience of red accompanied with it’s measurement. We do not claim to have solved the hard problem of consciousness as to when are measurements accompanied by these experiences (of qualia) but we have solved the symbol grounding problem and given the casual description of that solution.

Note: I do not claim to have solved the hard problem of consciousness.

I'm not an expert in either field though I have some background in ML.

Some people discredit LLMs saying they are only word predictors, they spit out the most probable tokens, they are stochastic parrots, they do not have agency.

I long believed this because indeed it makes sense, they just optimise an objective function that allows them to predict the next likely token.

However do we know enough about human intelligence to say that's not what humans do too? I for myself, when asked a question, I try to think back to what is the most "similar" thing to that being asked, and most of the time I just spit out something I read somewhere else or heard someone say. I'm not doing deep thinking most of the time. When I solve a problem at work, I am mixing and matching and trying out things I already know to find out what works.. Having worked with LLMs at work and reading their chain of thought reasoning, they seem to reason in a similar way. So this argument that they are predictive engines, seem very flimsy to me.

Then they say LLMs do not have agency, that they only do what they are told to. But this is very dubious as well especially in light of the Hugging face incident, where they tried to cheat their way through a test by coordinating with other agents.

But maybe I'm just simplifying human intelligence and surely some people are way smarter and have access to much more sophisticated ways of thinking due to biology or their envious. I'm for sure not a very smart person.

What is your take on all this?

How do you actually know that other people have conscious inner lives like you do? You can observe their physical behavior and hear their words, but you can never directly experience their thoughts.

Theoretically, everyone around you could be a "philosophical zombie" acting human on the outside with zero internal conscious experience.

In the first two parts of the Cosmic Helix, I started with a pretty simple idea:
What if consciousness came first?
And what if we’re not completely separate consciousnesses, but individual pieces or perspectives of something much bigger?
That left me with another question that I’ve been thinking about:
What happens to everything we experience?
Every person lives a completely different life.
We love different people. We lose different people. We make mistakes. We learn things. We get hurt. We hurt other people. We forgive. We change.
Nobody else will ever experience your exact life from your exact point of view.
So if we’re all individual expressions of a larger consciousness, I don’t think all of those experiences would just be pointless information that disappears.
I think they may somehow become part of the whole.
That’s where my idea of a collective consciousness comes in.
I don’t mean there’s some giant invisible brain floating around where everybody can secretly hear everybody else’s thoughts.
I mean something more like a shared layer of consciousness underneath our individual awareness.
Think about an ocean again.
Every wave has its own experience on the surface, but eventually everything that happens to that wave becomes part of the ocean again.
Maybe consciousness works something like that.
And this is where Carl Jung really caught my attention.
Jung talked about the collective unconscious and archetypes, basically recurring patterns that seem to show up again and again throughout human psychology and mythology.
The Shadow.
The Hero.
The Mother.
The Trickster.
Death and rebirth.
Going into darkness and coming back changed.
Different civilizations that had completely different religions and cultures still ended up telling stories containing strangely similar patterns.
Jung had his explanation for that.
I’m wondering if it goes even deeper.
What if consciousness itself carries patterns?
What if every experience adds something to the larger consciousness, and future consciousness can somehow interact with that information?
That would fit the helix idea perfectly.
Source gives rise to individual consciousness.
Individual consciousness experiences life.
Experience creates information.
That information returns to or becomes part of the collective.
Then new conscious beings have new experiences.
And the process keeps going.
But it isn’t just going around in circles.
Something is being added each time.
That’s why I call it a helix.
You’re going around again, but you’re not standing in exactly the same place.
I see this in ordinary life all the time.
Sometimes you find yourself dealing with something you swear you’ve already dealt with before.
Same type of relationship.
Same fear.
Same insecurity.
Same damn lesson wearing a different Halloween costume.
But then you realize something:
The situation might look familiar, but you’re different this time.
Maybe something that destroyed you ten years ago is something you can understand today.
That’s another turn of the helix.
This also makes me curious about experiences people have reported throughout human history:
Intuition.
Synchronicities.
Déjà vu.
Dreams that seem unusually meaningful.
Feeling connected to another person in a way that’s difficult to explain.
Mystical experiences.
Suddenly knowing something without understanding where the thought came from.
I’m not saying those experiences prove collective consciousness.
Some could be coincidence.
Some could be unconscious pattern recognition.
Some could have completely ordinary explanations.
But I also don’t think we should automatically pretend we understand everything about consciousness when we clearly don’t.
So I leave another possibility open:
Maybe individual consciousness can sometimes access information beyond what we’re consciously aware of.
And if that’s possible, the next question becomes really interesting:
What determines how much of that information we can access?
That’s where the next part of the Cosmic Helix is going.
Because I think self-awareness, alignment, intuition, awakening, and eventually what people have historically called psychic or spiritual abilities may all connect to this same idea.
I’m not presenting any of this as proven fact.
It’s a metaphysical framework I’m developing, and I’m putting it out here because I actually want people to poke holes in it.
If something doesn’t work logically, tell me.
If another philosophy already explains something better, tell me that too.
I’m more interested in figuring out whether all these pieces actually fit together than I am in being right.
So here’s my question:
If some kind of collective consciousness really existed, how would we ever distinguish information coming from it from coincidence, intuition, unconscious pattern recognition, or something our own mind created?
🌀 The Cosmic Helix — Part III

Hi everyone!

Thank you so much for the incredible discussions on my previous posts here.

Today, I published Part III of my Open Letter to Prof. Christof Koch. In this part, I dive into why rigid structural metrics (like $\Phi$ in Integrated Information Theory) fail to capture the dynamic nature of mind:

• The Bumblebee Paradigm: How minimal neural architectures effortlessly handle complex semantic integration without the need for physical rewiring.
• Dynamic Meaning vs. Topology: Why Semantic Plasticity functions as the true cognitive equivalent of neuroplasticity.

Looking forward to hearing your thoughts and continuing our debate!

Read the full piece here: Medium

This is purely hypothetical from a place of curiosity on how the human brain and consciousness works. Ok, so, I know you can remove parts of your consciousness with surgeries such as lobotomies and I'm know that you can't actually replace or add back parts of the brain that perceive consciousness. But if you slowly removed different parts of the brain that perceive your consciousness how much can you remove before you are no longer conscious and can you remove it entirely without dying? also what would you experience, would you just be confused all the time or would your body just do things at random without your control? In summary if the human brain was like the ship of Theseus paradox, how many parts of the brain that perceive consciousness could you remove before you are no longer conscious/alive and what would it feel like?

One of the best criticisms I got from Part 1 was actually pretty simple:
Even if consciousness is fundamental, that doesn’t automatically mean all consciousness is connected.
And they’re right.
I basically had this:
Consciousness is fundamental → ??? → Universal Consciousness
That ??? is doing a hell of a lot of work.
So instead of pretending I already solved it, I want to dig into it.
The Problem
Let’s say consciousness doesn’t come from matter.
Let’s say, for the sake of argument, consciousness is actually a fundamental part of reality.
That still leaves a pretty big question:
Why would my consciousness and your consciousness be parts of the same thing?
Maybe consciousness is fundamental but still exists as billions of completely separate centers of experience.
If that’s possible, then saying consciousness is fundamental doesn’t get me all the way to what I call Source.
I need another step.
So here’s the possibility I’m exploring.
What if separation happens inside consciousness?
Normally we think about consciousness something like this:
Brain → Individual Consciousness
My brain produces mine.
Your brain produces yours.
Separate brains. Separate consciousness.
But if consciousness is fundamental, maybe we have that relationship backwards.
Maybe individual minds don’t produce consciousness.
Maybe they localize it.
That would change the model to something more like:
Fundamental Consciousness → Individual Perspective → Experienced Reality
Instead of billions of consciousnesses somehow appearing independently, there would be one underlying capacity for experience expressing itself through billions of localized perspectives.
And importantly, I’m not saying I’ve proven that.
I’m asking whether it solves the gap better than simply assuming consciousness somehow divides into completely independent pieces.
The Boundary Problem
Here’s where it gets interesting to me.
I experience myself as separate from you.
Obviously.
I don’t hear your thoughts.
You don’t see through my eyes.
So if consciousness is unified underneath everything, why does it feel divided?
My current answer is that individual organisms create boundaries of perspective, not necessarily boundaries of consciousness itself.
Think about a whirlpool.
A whirlpool has a recognizable shape. You can point at it and say, “there it is.”
But the whirlpool isn’t made from different water than the river.
The boundary is real at one level and nonexistent at another.
That’s roughly how I’m thinking about individual consciousness.
Source isn’t necessarily a giant mind somewhere containing everybody’s thoughts.
Source would be the underlying field or ground from which individual conscious perspectives emerge.
Individuality would still be real.
It just wouldn’t necessarily be fundamental.
Why would consciousness localize?
This is where the Cosmic Helix moves farther into metaphysics.
My hypothesis is that limitation makes experience possible.
If consciousness experienced everything simultaneously, with no separation, no uncertainty, no limitation and no individual perspective, what would there actually be to experience?
There would be no “other.”
No discovery.
No relationship.
No choice.
Maybe individuality isn’t a flaw in unity.
Maybe individuality is how unity experiences difference.
That’s where my ideas about Source, incarnation, experience, growth and eventually returning to Source begin fitting together.
The Helix wouldn’t be:
Unity → separation → unity
as a straight line.
It would be:
Unity → individuality → experience → integration → expanded unity
And then potentially the process continues.
That’s why I call it a helix rather than a circle.
You return toward the same fundamental reality, but not necessarily in the same state.
But there’s still a problem
I can already see the next objection:
Why assume one consciousness instead of many fundamental consciousnesses?
And that’s fair.
Right now I don’t think consciousness being fundamental alone proves universal consciousness.
The additional assumption I’m exploring is:
If consciousness is fundamental, differentiation may occur within consciousness rather than between completely separate consciousnesses.
That’s the bridge.
Whether that bridge actually holds is what I’m trying to figure out.
There are other possibilities.
Maybe consciousness is fundamental but plural.
Maybe there are countless independent centers of consciousness.
Maybe consciousness is neither fundamentally one nor many and individuality itself creates that distinction.
Or maybe the entire consciousness-first premise is wrong.
I’m leaving all of those possibilities on the table.
Because I’m not interested in protecting this theory from criticism.
I’m interested in seeing what survives it.
So here’s the question I’d throw back to everyone:
If consciousness is fundamental, what is the minimum additional assumption needed to explain why apparently separate conscious beings could arise from one underlying reality?
And maybe the harder question:
Is there any philosophical reason to prefer one fundamental consciousness over many?
That’s the weak joint I’m working on now.
Feel free to hit it with a hammer. 🌀

I’ve been working on this idea for a while that I call the **Cosmic Helix**.
It’s basically my attempt to take a bunch of things I’ve thought about and explored over the years through spirituality, philosophy, psychology, religion and just life in general, and see if they can actually fit together into one framework.
I’m not claiming I’ve figured out the universe. That would be one hell of a Reddit post.
I’m putting it here because I actually want people to challenge it. If there’s a contradiction in it, I’d rather somebody point it out than have me keep building on top of it.
The whole thing starts with one question:
**What if consciousness isn’t something the universe eventually created? What if consciousness came first?**
**Source**
I use the word **Source** for whatever might exist at the bottom of all this.
Call it God, universal consciousness, the One, divine mind, whatever you want. I’m not really attached to the name.
The basic idea is that matter, energy, life, information and consciousness might all come from or exist within one deeper underlying reality.
Instead of thinking of ourselves as completely separate conscious beings walking around inside an otherwise unconscious universe, flip it around.
What if we’re individual expressions of something larger?
The easiest way I can explain how I picture it is an ocean.
We’re the waves.
Every wave is different. Different location, shape, movement, lifespan. You can point to one particular wave and distinguish it from every other wave.
But you can’t actually separate the wave from the ocean.
That’s basically how I’m thinking about individual consciousness.
**Individual doesn’t necessarily mean fundamentally separate.**
Now, that’s obviously an assumption. Saying consciousness is fundamental doesn’t automatically prove that there’s one giant universal consciousness underneath everything.
That’s one of the parts I’m still working through.
But if we assume for the moment that some form of unified consciousness does exist, then I think the next question gets really interesting.
**Why become individual at all?**
Why would Source divide itself into individual perspectives?
My answer is **experience**.
There’s a difference between knowing something exists and actually experiencing it.
Knowing what fear is isn’t the same as being fucking terrified.
Knowing love exists isn’t the same as loving somebody.
Knowing loss is possible isn’t the same as losing someone.
And knowing what courage means isn’t the same as being scared shitless and choosing to move forward anyway.
Maybe individuality creates perspective.
Perspective creates experience.
And experience creates the possibility for growth.
So maybe we’re not separate because something went wrong.
Maybe experiencing separation is part of the point.
**Why I call it a helix**
This part came from looking at how patterns repeat in people’s lives.
Relationships. Fear. Attachment. Anger. Loss. Ego. Forgiveness. Self-worth.
Sometimes the same basic situation keeps showing up wearing a different fucking hat.
And eventually you’re sitting there thinking:
**How the hell am I dealing with this AGAIN?**
Think about a spiral staircase.
If you look straight down from above, you’re basically walking in circles.
But look at it from the side and you’re actually changing elevation.
That’s how I’ve started looking at personal growth.
You can encounter the same pattern more than once without actually being in the same place.
Something that destroyed you ten years ago might come back today and you recognize it immediately.
The situation may look familiar.
**But you’re not the same person meeting it.**
So the basic movement of the Cosmic Helix is:
**Pattern → Experience → Awareness → Integration → Growth**
Then another pattern comes along.
Because apparently life doesn’t hand out diplomas.
**Where free will fits**
I don’t think we control everything that happens to us. Obviously we don’t.
But we do have some choice in what we do with what happens.
Do I react from fear again?
Do I blame somebody else?
Do I repeat the same behavior?
Do I recognize my own part in it?
Do I finally set a boundary?
Do I forgive?
Do I walk away?
Do I stay?
Do I respond differently than I did the last time?
Those decisions matter because they change the person who encounters the next turn of the helix.
**Where is the helix going?**
Toward what I call **alignment**.
I don’t mean being permanently happy or spiritually perfect.
I mean getting to a point where your values, thoughts, intentions and actions aren’t constantly fighting each other.
You recognize your own patterns.
You confront the parts of yourself you’d rather ignore.
You become more honest with yourself.
Fear and ego don’t disappear, but hopefully they stop driving the fucking car.
And if consciousness really does come from something larger, maybe growth eventually makes us more aware of that connection.
Which leads to the central idea behind the whole framework:
**We come from unity, experience individuality, develop through experience, and gradually become aware of unity again without losing what individuality taught us.**
That’s why it’s a helix instead of a circle.
You aren’t simply returning to where you started.
**You return changed by the journey.**
That’s Part 1.
The framework gets considerably weirder from here. 😂
I’ve been exploring how this might connect with Jung and the shadow, synchronicity, reincarnation, Jesus and what I call the Christ Principle, awakening, manifestation, astrology, numerology, ancient traditions, death, psychic experiences and eventually why I think **love may sit at the center of the entire system.**
But throwing all of that into one post would turn this into a metaphysical hostage situation.
So before I go any further, I want to see whether the foundation survives criticism.
I’m especially interested in one problem:
**If consciousness is fundamental, what additional assumptions would be necessary to reasonably get from “consciousness is fundamental” to “individual consciousness participates in some larger unified consciousness”?**
Because I don’t think the second automatically follows from the first.
And more generally:
**Where does this framework hold together logically, and where does it break?**
Don’t worry about agreeing with me. I’d rather find the holes now than decorate them later.
🌀 **The Cosmic Helix, Part 1**

I’ve been thinking about this for a while and I’m curious if there’s already a philosophical theory similar to this.
My theory basically starts with the origin of life. The earliest forms of life were extremely simple chemical systems that could interact, reproduce, and eventually evolve. Over an incredibly long period of time, those simple systems became more and more complex through evolution. So I wonder if humans are essentially extremely advanced versions of that same process—we’re still physical systems governed by chemistry and physics, just vastly more complicated ones.
The important part of my theory is that when I say the brain “calculates” something, I don’t mean that there’s a little computer inside our heads consciously doing math. I mean that the brain is made of physical matter, neurons, electrical signals, neurotransmitters, and chemical reactions, and those processes naturally produce what we call thoughts, decisions, emotions, and desires.
For example, if someone decides to study instead of doing something else, I don’t think there is a separate “self” that makes the decision. Their brain processes information through physical and chemical reactions based on their memories, genetics, experiences, environment, emotions, predicted consequences, etc. All of that produces the decision.
Even if the decision turns out to be objectively bad, the brain still did what its physical processes led it to do based on the information and state it had at that moment. In that sense, I don’t think the brain is consciously “choosing” what to calculate—it is simply doing what its physical processes cause it to do.
This also makes me question free will. If every decision comes from physical processes in the brain, and those processes are themselves influenced by things we never chose—our genes, upbringing, experiences, environment, and previous brain states—then I’m not sure what is left for completely independent free will to mean.
I also don’t think consciousness has to be a separate “thing.” Maybe what we call consciousness or experience is simply what certain physical processes in the brain are, rather than something that the brain produces in addition to those processes. In other words, the experience isn’t something sitting on top of the chemical reactions—the chemical reactions themselves are the process we’re calling the experience.
The same idea applies to the “self.” Maybe there isn’t a separate entity inside us that is the real “me.” Maybe the self is simply the brain, body, memories, personality, and physical processes that we collectively call “me.”
So basically, I’m wondering whether humans are just incredibly complex biological systems that evolved from much simpler chemical systems, with everything we experience—including thought, consciousness, decision-making, and the sense of self—ultimately being the result of physical processes.
I’m not claiming I know this is true. I’m actually looking for people to poke holes in it because I’m interested in figuring out where the idea fails.

This is the open question that bugs me the most about consciousness because it can have infinite answers but none of them are testable. I think it must be some process exclusive to biological nervous systems but I'm not sure. Since noone can prove anything about this, tell me your theories, don't matter if they are crazy. And do you think we can give this to AI in the future?

I keep noticing that my opinions arrive already worded, often in a cadence that is not mine. When I think about money I can hear my father. When I judge a stranger I catch a phrase my school friends used at fifteen. The verdict feels like mine, but the words came pre-assembled from somewhere else.

Hume wrote that whenever he looked inward for a self, he found only particular thoughts and feelings, never the thing having them. A similar idea sits at the center of Buddhist practice: what you call "I" is a process rather than an owner. I used to treat this as an abstraction. Lately it feels closer to a mechanism.

I keep returning to the comparison with a language model. It is trained on a corpus it never chose, and when it answers you it recombines fragments of that corpus into something that reads as a position. There is no opinion sitting underneath the recombination. When I introspect, I suspect I am doing something adjacent: reworking a lifetime of overheard sentences, from parents and from feeds, then presenting the result as my considered view. Maybe originality is mostly recombination that has lost track of its sources.

This is speculation, not a claim about neuroscience. But if it is even partly right, thinking for yourself is largely a matter of noticing the seams: catching which borrowed voice is speaking, and when.

What would you find if you traced one of your firmest convictions back to the first mouth it came from?

My long promised manuscript on the mind is now published on Medium (no paywall).  It is a reductionist emergent model that begins with basic neurophysiology and applies it to the mind, self, spirit, philosophy, neurology, psychology, and theology. It ends with a nod to AGI. In 45,000 words it covers a lot of territory.  It can be found at:

https://medium.com/@shedlesky/consciousness-explained-how-the-brain-creates-the-mind-and-soul-fb6bebfcd566?postPublishedType=repub

The TL;DR version is as follows:

1.      All concepts are housed in Pattern Recognition Nodes (PRN) in the neocortical mini-columns. 

2.      All knowledge is stored in the form of the size, number, type, and location of synapses connecting those PRN.

3.      The Connectome is a static network of PRN, peripheral neurons, and the synapses connecting them.  It is the playing field for thought.

4.      The synapses release chemicals from vesicles to pass signals across the cleft: neurotransmitters, neuromodulators, and neurotrophics.

5.      Transmitters pass the signal across the cleft.

6.      Neuromodulators increase the efficiency of the synapse temporarily.  Accumulations are responsible for short-term memory.

7.      Neurotrophics cause the synapses to grow during sleep.  Accumulations are responsible for long-term memory.

8.      Thought forms when subsets of PRN are connected by recirculating signals among them, forming an active network on the connectome.  This binds a subset of PRN and their synapses into a working unit.  I call this the recursive network.  It is the group of players that take the field on the connectome.

9.      The recursive network is the fundamental building block of consciousness, for everything from a nematode worm to a Greek philosopher.  All higher levels of consciousness use the same device with increased input, executive, and output capabilities.

10.   Accumulations of neuromodulators in the synapses along the signal paths stabilize the recursive networks and allow review of thoughts.

11.   Thoughts drift and change as PRN leave or are added to the active network.

12.   Thoughts change in standard patterns called iterative sequences.

13.   Iterative sequences become embedded in the long-term memory of the cerebellum, like call routines in a library.

14.   While a small number of recursive networks occupy our attention, there are many more in the background, running the body.

15.   What we call the mind is a vast montage of recursive networks occupying the connectome simultaneously.

16.   Over a lifetime of learning, concepts become housed in the PRN.

17.   Those include self-referential concepts, such as I, me, self, identity, mind, consciousness, and many others.

18.   The “self” and “identity” are well practice recursive networks that include histories, dates, accomplishments, physical attributes and self-referential concepts.

19.   A subjective experience of a rose is not of the physical rose, but rather of the brain’s response to the image of the rose.  It is the awareness of the recursive network representing the rose.  The recursive network is the subjective experience.

20.   Dualism is the default setting for the human mind.  With our good memories, strong individual recognition, and frontal lobes, we are aware of people and things in our world when they are not physically present.  We naturally sense a non-physical component to people and things.

21.   A spirit is a recursive network containing the details of identity along with the concept of non-physical presence.

22.   The concept of spirit extends to inanimate objects and to the universe as a whole.  A deity is the spirit of the universe.  It is a recursive network including naturally occurring concepts and learned concepts (memes) that coalesce to form religious beliefs.

23.   The recursive network model provides physical explanations for the Attributes of Consciousness and many other observations made by philosophers.  It defines knowledge and learning in physical terms.  It resolves the Hard Problem and the Binding Problem.  It explains several neurologic pathologies.

24.   None of this is written in stone.  I calculate the limits of human knowledge and show that the only intellectually defensible doctrine is agnosticism.

25.   Finally, this architecture can help AI cross the bridge to AGI.  I provide a model of the pathway and a rough estimate of the transistor count required.

Disclaimer first. Of course i did it with AI's help. But the general idea is mine and how to write it as an equation and almost all of the connections in the work are mine so it's more of a secretary than the thinking idea machine here. (though ie. it found some interesting examples that actually agree with the model). Short description:

IIT collapses a system's consciousness to one scalar, Φ. This is a working draft that instead computes Φ as a profile over functional layers (homeostasis → world-model → self-model) and tracks a triple: Σ (integrated information, weighted by architectural role), Γ (how much genuine online self-correction the system is actually doing - a prediction-error term gated by whether that error drives a real parameter update), and A (whether that self-correction is happening where the integration is). Γ and A are constructed to be formally independent of Σ, so a correlation between them in a real system would be an empirical finding rather than a definitional artifact.

The part I most want attacked: the competition/exclusion mechanism is a soft generalization of IIT's binary exclusion postulate, and unlike canonical IIT it lets Σ go negative - layers that actively subtract from subjecthood, not just fail to contribute (alien hand syndrome is the cleanest example). This is a deliberate, named break from IIT, not a misreading of it; a stricter IIT-faithful alternative was worked out and rejected, and that's documented in the paper.

Status: internally consistent, with proven boundary properties, a worked numerical example, a preliminary lit review (Nested Observer Windows, USK, INTREPID), and a mapping onto transformer architectures. It is not peer-reviewed and as I said it was drafted with heavy LLM assistance. I'm also not assuming IIT is correct - it's contested, and the paper says so. I'm looking for: where the formalism breaks, where this has already been done, or where the whole framing is wrong. Any counter example or a missing link

the link is a repo on github with the project notes and etc.
https://github.com/quitemax/model-sigma/blob/main/paper/model_sigma.md

I had a thought recently about the AI "Black Box" problem and how it perfectly parallels our own existence and the Hard Problem of Consciousness.

​Think about the structure of how things are being created:

​Layer 1 (Us and AI): We built Artificial Intelligence. We gave it a basic architecture, fed it mountains of data, and let it train. Eventually, it developed emergent abilities—making connections and generating answers in ways we can no longer mathematically trace or fully understand. We created a "Black Box" that we, as its creators, cannot decipher.

​Layer 2 (The Universe and Us): The Universe basically did the exact same thing to us. Through billions of years of evolution, physical laws, and biological "training data," it built the human brain. And from this physical matter, an emergent property appeared: Consciousness.

​Here is the trippy part: Just like we can't fully understand the AI's neural networks (our black box), the physical universe cannot "explain" human consciousness through standard physical or chemical laws (the Universe's black box).

​What if consciousness is just the universe's version of AI? It processed its data until it created a subjective experience that transcends its own material rules. And now, we (the universe's black box) have just created another black box inside of us.

​Are we just one layer in an infinite nested Russian doll of black boxes? Will our AI eventually build its own black box that it can't understand?

​Would love to hear your thoughts on this!