Uses Software Developed by Friends, and Model Updates Rapidly Improve Quality

A person speaking as a developer or AI user reports that they use many pieces of software created by friends, into which significant energy and tokens are invested. They emphasize that when new model versions are released, product quality improves in real time, which is important for the ecosystem’s development and the user experience.