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.

Choosing an AI model training platform can feel overwhelming. Options range from no-code builders to code-first MLOps stacks, each promising speed, accuracy, and lower costs. This guide breaks down how model training tools work, where they differ, and what to check before you commit.