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@@ -12,7 +12,7 @@ David makes this possible, but the possibility requires many steps between here
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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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- 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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  Likely the followup variation will the full David-inspired shunt network that coalesces multiple Bert variants together while simultaneously acting as tiny
 
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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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+ This version was using the older geometric vocabulary system with standard backprop 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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  Likely the followup variation will the full David-inspired shunt network that coalesces multiple Bert variants together while simultaneously acting as tiny