> How can the system differentiate if you are intentionally gesturing as input vs incidentally gesturing?

This is why I had to change my Amazon Echo Dot's call word back from "Computer". Turns out one might say "computer" a lot during the course of the day, and Alexa was CONSTANTLY going off when it shouldn't have. It was so disappointing that I gave the echo dot away.