Hi Jason,

Thanks for taking the time to share your reflections.

On the UD vs. the Ruliad: I see them fundamentally as descriptions of the
same object, which is the totality of all possible computations. Whether
you prefer to think in terms of the UD enumerating every program or the
Ruliad evolving every rule, it comes down to a matter of framing. Both are
just different ways of describing the same infinite space of computable
structures.

To illustrate this, I often use a video analogy: imagine you generate every
possible uncompressed 1-minute 1080p video at 60 frames per second. The
total set of possible frames is finite, even if unimaginably large. If you
live long enough to watch all these videos, eventually you will see every
possible variation of any scene. What changes over time is not the
existence of new data, but the level of detail you can perceive and
recognize in the data. The same goes for consciousness exploring the space
of all computations: over time, you resolve more structure, but you never
exhaust the space.

Regarding Time as Algorithmic Compression: I agree that bounded computation
inevitably leaves behind what you call garbage (in Wolfram's sense or the
ancilla bits analogy), which becomes entropy. The act of observing,
reducing the total state to what can be compressed into a coherent
experience is what creates the forward arrow of time. Each step in this
process adds more layers of detail, like moving from 1080p to 4K to 8K
video. The information is always there, but our capacity to discriminate it
increases asymptotically.

About the God Loop: I think of it less as a static state you get trapped in
and more as an endless process of recursive refinement. Another analogy I
use is putting on stronger glasses: when I take off my glasses, I see a
blurry scene. When I put them on, I see the same scene but with more
detail. Nothing about the external reality changed,only my resolution
improved. Recursion toward the E_complete/the sapiens attractor/god state
works in the same way: the underlying computation remains the same, but
consciousness increasingly integrates more aspects of it. This is why the
convergence is asymptotic, not a discrete "jump" to total omniscience.

This is why I prefer to describe it as a limit rather than a stopping
point. The Sagan quote you shared captures this intuition nicely: the cycle
repeats, not because the content resets, but because the vantage point
never fully exhausts the totality.

This observation parallels a core property of the UD:

> Every computational process is finite at any given level of description,
but the UD enumerates all such processes, including all degrees of
resolution and all encodings.

More precisely, the UD does not just enumerate all programs once—it
systematically simulates all programs that themselves enumerate all
programs. This property creates a self-similar, fractal structure:

At any scale, you find smaller UD-like enumerations embedded inside larger
ones.

Each sub-UD recursively enumerates all computations within its own scope,
including the sub-UDs it contains, ad infinitum.

This resembles how a fractal like the Mandelbrot set contains infinite
nested replicas of itself at smaller and smaller scales.

>From this perspective, the apparent novelty of perceptual experience or of
any computational unfolding is not due to unbounded diversity, but to ever
finer recombinations and re-encodings of the same underlying combinatorial
space. You could say that each higher resolution, each deeper level of
recursion, is a zoom into a more refined subset of the same total
informational landscape.

This recursive fractality has a direct connection to the God Loop concept:

> The God Loop describes the idea that any conscious trajectory converges
asymptotically toward the unique attractor defined by the total trace of
the UD, an attractor encompassing all computations, all perspectives, and
all resolutions.

Regarding the hard problem,I see every instantiation as having qualia by
necessity.

One way to understand the relationship between computation and qualia is to
consider the analogy of software and hardware.

Imagine you write a Java program:

The code is an abstract description,it defines what the program is in a
purely symbolic sense.

When the program executes on a physical processor, what you observe in the
hardware are electrons moving in transistors.

>From the hardware perspective, all you see are voltage changes and charge
distributions.
>From the software perspective, you see the logic, the rules, and the
high-level structure.

Which constrains which?

You could say the electrons are constrained by the logic of the program.

Equally, you could say the program’s existence is realized only through the
physical state transitions of the hardware.

Neither description is fully reducible to the other, though they are
formally equivalent representations of the same process.

This mirrors the relation between computational reality and conscious
experience:

The Universal Dovetailer or any formal model provides the complete abstract
description.

The qualia,the subjective texture of experience,are the indexical
instantiation of that description as a particular perspective.

In this analogy, the question "Are the electrons constrained by the
program, or is the program constrained by the electrons?" is like asking
"Does computation create qualia, or do qualia instantiate computation?"
It depends entirely on the level of description you adopt.
Neither view alone is sufficient:

The abstract program without execution is a potentiality without
phenomenology.

The raw hardware without interpretation is noise without meaning.

Experience arises when the description and its execution coincide.
This is why qualia cannot be fully derived from a purely third-person
account, yet cannot exist without

Qualia are simply one way of describing the process, just as a Java program
and the electrons moving in the CPU are two complementary aspects of the
same thing. The subjective experience (qualia) and the objective
computation are not separate, they are different perspectives on a single
process.

As for the speed prior I agree this has to be more developed and I need to
think more about it.

Regards,
Quentin

All those moments will be lost in time, like tears in rain. (Roy
Batty/Rutger Hauer)

Le sam. 5 juil. 2025, 18:01, Jason Resch <[email protected]> a écrit :

>
>
> On Sat, Jul 5, 2025 at 10:01 AM Quentin Anciaux <[email protected]>
> wrote:
>
>> Hello,
>>
>> Following the Sapiens Attractor Manifesto, I’ve published a new document
>> exploring the same questions from a computational perspective.
>>
>> This text discusses:
>>
>> Why the universe can be viewed as the total trace of all computations
>>
>> How consciousness arises as information recursively observing itself
>>
>> Why time acts as an algorithmic compression of complexity
>>
>> And how this framework leads to a unique attractor as the logical end
>> point
>>
>>
>> If you’re interested you can read it here:
>>
>>
>> https://allcolor.medium.com/computational-consciousness-temporal-compression-and-the-unique-attractor-e2057cb69bc4
>>
>> Feel free to share any thoughts or questions.
>>
>> Regards,
>> Quentin
>>
>> (Sapiens Attractor Manifesto:
>> https://allcolor.medium.com/the-sapiens-attractor-manifesto-2d934d4813d0
>> )
>>
>> All those moments will be lost in time, like tears in rain. (Roy
>> Batty/Rutger Hauer)
>>
>
> Hi Quentin,
>
> Great article. I enjoyed it very much.
>
> A few comments and questions:
>
> You write: *"Reality is defined as the totality of all computations
> executed by the Universal Dovetailer (UD)." *
> Something I have been thinking about lately is whether Wolfram's "Ruliad"
> would lead to any different consequences from the UD, in terms of being
> able to reach certain states faster or more frequently, thus shifting the
> measure towards different kinds of computations. Perhaps in the end it
> doesn't matter since all computational systems emulate one another, so it
> may become a big wash with every conceivable computational system averaging
> out completely. Wolfram's conception, though, does seem a bit closer to how
> we perceive reality, as a branching path, whereas it might seem a greater
> intuitive leap for some people to understand how consciousness can leap
> from one "program" to another in the UD, just because two program states
> happen to intersect. I guess the distinction comes down to whether one puts
> more of a burden on what consciousness can do, vs. more of a burden on what
> the underlying computational framework of reality can do.
>
> You also write: *"This trace is unique, because any other trace would be
> a proper subset and therefore less complete."*
> It might be worth highlighting that the UD, much like the Mandlebrot set,
> contains innumerable nestested instances of itself. So reality is itself
> fractal, and "looping" in its structure. This might have some implications
> for the God loop notion you introduce later.
>
> Under *"Complexity, Measure and Probabilities"*
> You describe both algorithmic shortness (i.e. kolmogorov complexity /
> algorithmic information theory), as well as computational efficiency
> (Schmidhuber's speed prior). I think this is the first time I have seen
> both suggested as playing a role. Previously I had seen some debate as to
> whether this could be the case, or if one had to choose which was more
> important. Intuitively I can see both as playing some role, but I also have
> some difficulty imagining an entirely objective and neutral version of
> "speed", how much time does a Platonic computation need to run? What is its
> notion of an "Op". Is it infinite-bit, 64-bit, 32-bit, 16-bit, 1-bit?
> Perhaps every computation should be reduced to a NAND count, or some other
> primitive binary operation. Note, for example, that if multiplication and
> addition of numbers of any size can be counted as a single operation, then
> any mathematical proof (i.e. the result or output of some computation,
> however long) can be checked with just 243 operations. (See: "Three
> Universal Representations of Recursively Enumerable Sets", James P. Jones,
> The Journal of Symbolic Logic, Vol. 43, No. 2 (Jun., 1978), pp. 335-351,
> https://drive.google.com/file/d/1z6NASP-GNfBryawrF7rF9NcFWcPjcGkH/view?usp=sharing
> ). There are also important differences between single-tape, and multi-tape
> Turingm machines. So I think before Speed Prior can be used to draw
> conclusions about measure, some (better) understanding of the nature of
> the reality's "computing architecture" is required.
>
> Regarding *"Time as Algorithmic Compression"*
> This was for me, the most novel and interesting section. I don't think I
> have seen this idea presented elsewhere, but I think there is something to
> it. I recently noticed that Wolfram's article on consciousness claims that
> the second law of thermodynamics follows as a result of his thinking:
>
> https://writings.stephenwolfram.com/2021/03/what-is-consciousness-some-new-perspectives-from-our-physics-project/
> " And to “understand what’s going on” the observer is doing a computation.
> But the crucial point is that if there’s a certain boundedness to that
> computation then this has immediate consequences for the effective behavior
> the observer will perceive. And in the case of something like a gas, it
> turns out to directly imply the Second Law of Thermodynamics." and:
> https://www.wolframscience.com/nks/p441--irreversibility-and-the-second-law-of-thermodynamics/
> I have sometimes thought about how reversible computers have ancilla bits,
> which are the products of some operations and they build up and become
> garbage, and there is to me a striking analogy between these and the
> accumulation of entropy in our universe.
>
> Regarding *"The God Loop"*
> What happens once consciousness reaches this state. Is it trapped in this
> state, does this state asymptotically converge to ever higher degrees of
> understanding, or does it actually loop back and start the cycle all over
> again? Much like how Sagan describes Hindu mythology:
> "There is the deep and appealing notion that the universe is but the dream
> of the god who after a 100 Brahma years dissolves himself into a dreamless
> sleep and the universe dissolves with him until after another Brahma
> century, he stirs, recomposes himself and begins again to dream the great
> cosmic lotus dream."
>
> Jason
>
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