I thought the video on higher dimensional hyperspheres was very
interesting. I can't believe I watched the whole thing.

But not so much the papers trying to explain consciousness as hyper bits or
whatever. Why is it so difficult to explain a phenomenon that we can't
detect by any physical instruments as something other than an illusion that
increases reproductive fitness? Whatever you think it is, you don't want to
lose it by dying. It's a feeling. We think we are rational, but that's only
because we make up reasons to explain our emotion driven actions. What else
do you need to know?

Which brings me back to the original topic. I made a bit of progress in my
small language model, compressing enwik9 to 135 MB in 50 minutes using 5 GB
memory. I did this as a test of my idea of removing high frequency tokens
from short term memory sooner. Before I build a dictionary to count and
weight tokens, I made a small change to remove spaces after the first
position in the token queue and other punctuation after the fourth. And the
test worked.

Of course, writing my own code is a lot more work than having AI write it
for me. It's not just that I don't trust the code (like 96% of developers).
But even if I did, it would defeat the purpose, which is to learn how AI
works. We already know that the Turing test is the best test we have for
consciousness, and that all you need to pass it is text prediction. I'm
just working out the details.

-- Matt Mahoney, [email protected]

On Thu, Mar 26, 2026, 8:00 PM James Bowery <[email protected]> wrote:

> At the risk of exposing an ANPA colleague to noise from the peanut
> gallery, here are preprints of two papers that will appear in the 2026 ANPA
> conference festschrift for Louis Kauffman
> <https://en.wikipedia.org/wiki/Louis_Kauffman> on the occasion of his
> 80th birthday:
>
> Hyperbits represent the end of reductionism as the primordial
> infostructure requirements for simulation hypothesis of the universe
> <https://www.matzkefamily.net/doug/papers/ANPA_2026_Papers/ANPA_2026_Proceedings_Matzke_Paper1_preprint.pdf>
>
> Introducing Existons/Anti-Existons (conscious hyperbits) as discrete unit
> of physicality and discrete unit of consciousness
> <https://www.matzkefamily.net/doug/papers/ANPA_2026_Papers/ANPA_2026_Proceedings_Matzke_Paper2_preprint.pdf>
>
> Also relevant is a video presentation "The <https://youtu.be/fsLh-NYhOoU>most
> beautiful formula not enough people understand
> <https://youtu.be/fsLh-NYhOoU>."
>
>

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