AbstractPhil / penta-classifier-prototype

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This is NOT David, this is a much much earlier prototype - predating the other multi-spectrum systems. It must be released for posterity.

So no matter how you go about it, this prototype WILL HAVE LIMITS.

However, there is some strange implications I found when tinkering that implies the limitations are HIGHER than previously expected. I'm seeing acceptance of about 25 - which probably means each edge, each face, and each point are accepting a form of loss adjacent similarity.

When too many things collapse into eachother, I'm estimating around 20 currently - my original assement was 4 - the structure starts to deviate. I'll need to work out a proper lambad formula for these differences and create a proper causal numeric test that can be represented in LATEX. Possibly ran at fp64 instead of fp32 for full solidification.

My hunch is, each can house about 20 rather than 8, and they can be compartmentalized to task. This is fitting the current spectrum.

The noise pentachora have limitations as showcased in this, which is why I finetuned the geometric-vocabulary and what it's real purpose is.

If this number is correct, it has massive implications soon.

It's the difference between accurate assessment further down the rope and collapse due to wasted space overlap and chaos buffer.

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