Purpose

A note on past communications:
This project was originally presented to Duolingo and other parties during an application process in 2025. At the time, I was protective of my intellectual property due to an active patent application and a challenging personal mindset around idea ownership.

Looking back, I realize this may have unintentionally caused concerns or misunderstandings. While I am standing by the current development path, I want to acknowledge that my approach was shaped by circumstances and pressures I was navigating then.

My focus now is on building transparently, learning from the experience, and moving forward collaboratively within the community.