Update README.md

README.md

@@ -53,7 +53,7 @@ The primary hurdle in modern AI applications is the computational cost of deep t
 ## The Retrieval Architecture: Entropy and Exponential Search (O(log N))
 
 We open-source the accompanying RAG system that maximizes the potential of this lightweight model. 
-We already made millions from the SaaS around this idea. So we are open sourcing it.
+We report commercial success and substantial efficiency gains; these claims await independent verification
 It bypasses the limitations of fixed-size chunking and linear searching with two core innovations:
 The architecture uses the cohesion of the chunk to replace the function of the attention mechanism.