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README.md

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 This repository contains BERT-Thetis models with deterministic crystal embeddings.
 
+I don't like what raw geo-simplex did to Bert without full cantor-stairs control.
+I'm currently working out a way to negate the need for backprop by integrating elements of David,
+but the process isn't immediate. David WORKS because of feature compatability, so enabling education with this 
+compatability into other systems is paramount to rapid learning.
+
+This version was using the older geometric vocabulary system as a preliminary test and it didn't do very well.
+The next will feature a fully robust cantor stairing system with the vit-beatrix cohesion and full learning k-simplex cantor stairway embeddings.
+
+Likely the followup variation will the full David-inspired shunt network that coalesces multiple Bert variants together while simultaneously acting as tiny
+experts in a form of MOE that should enable at least 5 variants of alternative bert models to intercommunicate opinions.
+
+Even without my own version of Bert, this can already happen with David I just haven't set it up.
+
 ## 📁 Repository Structure
 
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