The AI landscape is not easy to file into neat categories. Data cleaning here, sales analysis there, access control in its own box.  This is a guide to 15 new categories we rank: what each one actually means and where the label hides more than it shows.

Deepfakes and synthetic media are rising fast, blurring the line between real and fake content. This guide explains how AI deepfake detection tools work, where they help most, and how to choose the right fit. Whether you are protecting a brand, securing onboarding, or moderating a platform, the goal is the same: trust the media you see and hear.