We question whether we are truly mastering AI or just adapting to its constraints, exploring Amber Bouabdallah’s view on personalizing tools and Pavel Samsonov’s warning that AI might prioritize engagement over utility. We also examine Michael Buckley’s call for deeper ethical anchors in design and tackle community debates on resisting the urge to prototype too early and proving the value of professional oversight against quick AI generations.