Update README.md

README.md

@@ -28,12 +28,22 @@ each with their own benefits, own negatives, and own convergence speeds.
 The current goal here, is to synthetic shape expand the structural invariance of systems like this, to introduce
 prefabricated utility-driven patchworks using SVD as a catalyst.
 
-The ultimate goal is to allow the system to learn independently and usefully as a rapid rapid learning alternative of standard encoding techniques, as the SVD
+The ultimate goal is to allow the system to learn independently and usefully as a rapid learning alternative of standard encoding techniques, as the SVD
 provides enough information. The information is just highly difficult to extract and use usefully without a specific
 architectural behavior involved.
 
 I'm working out every element.
 
+# This does not impact negatively on distillation research
+This is an independent structure from the distillation systems I've produced and will be specifically marked as such.
+
+This does not impact negatively on the already constructed or created distillations that already exist, and it will only POTENTIALLY
+snap the potential lids off those systems when the system is updated and prepared to the correct states.
+
+I CANNOT guarantee success, this has been a very tough journey, though I have found some guideposts to assist.
+
+The guideposts are NOT ENOUGH to create the whole thing yet.
+
 
 # geolip-svd-transformer API