Update README.md

README.md

@@ -1,6 +1,26 @@
 ---
 license: mit
 ---
+# Actionable Utility
+So far it seems almost all shapes have a potential to teach the system for tasks.
+
+The large array of math will require a streamlined series of sweeps to run in a very optimal environment.
+
+Due to the lack of expensive hardware at my disposal, I have to take drastic steps for this.
+
+## The Expert-Tuning Solution
+So, I won't TRAIN the models using a pair of experts. However, I can TUNE the settings based on the most likely alignment cascade
+capacity that the two experts can enable simultaneously with the current build.
+
+## Flows, Routes, Patterns, Trajectories, Magnitudes, Etc
+Everything mathematically will have a represented flow attenuation mechanism specifically aligned to the curation of that math.
+
+This will enable two core features, primarily the access to directly attuned flow matching through deep structure. Secondary it will
+allow for a direct curative control for analysis thorugh directly objective invariant diagnostic.
+
+This will result in a very deep and robust capacity for debug analysis, as well as additional capacity to learn and regulate
+momentum learning from those observer patterns.
+
 
 
 # GeoLIP Spectral Encoder — Test Manifest