In AI entrepreneurship, one of the most dangerous mistakes is chasing hot concepts that Big Tech companies propose and aggressively promote — then building your entire startup around them. Building your startup around concepts they're heavily promoting is a catastrophic mistake. These giants move at warp speed and iterate relentlessly — today's "must-have" narrative will be tomorrow’s obsolete footnote.