
A practical, reflective take on the rise of high fidelity deepfakes, the detection arms race, and what builders should do now.

A reflective look at how voice first AI and on device speech models are reshaping web and mobile UX, with practical thoughts on building whisper mode interfaces, captions, and hybrid cloud fallback.