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@@ -7,6 +7,10 @@ I'm currently working out a way to negate the need for backprop by integrating e
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  but the process isn't immediate. David WORKS because of feature compatability, so enabling education with this
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  compatability into other systems is paramount to rapid learning.
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  This version was using the older geometric vocabulary system as a preliminary test and it didn't do very well.
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  The next will feature a fully robust cantor stairing system with the vit-beatrix cohesion and full learning k-simplex cantor stairway embeddings.
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  but the process isn't immediate. David WORKS because of feature compatability, so enabling education with this
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  compatability into other systems is paramount to rapid learning.
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+ Eliminating full backprop will be a very time consuming and systems rigorous refactoring of each mathematical element into flow-geometric diffusion.
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+ This will enable a new realm of experimentation and present it's own optimization issues, while simultaneously eliminating a large experimental
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+ overhead that backprop requires due to the hierarchical climb and return structure.
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+
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  This version was using the older geometric vocabulary system as a preliminary test and it didn't do very well.
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  The next will feature a fully robust cantor stairing system with the vit-beatrix cohesion and full learning k-simplex cantor stairway embeddings.
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