Guides
Independent, sourced explainers to help you understand AI training work and check opportunities before you apply.
Is Data Annotation Legit? How to Tell Real Work from Scams
Data annotation work is real, but scams copy it. Learn how legitimate annotation jobs work, the red flags the FTC warns about, and how to verify a platform before applying.
Are AI Training Jobs Legit? What They Are and How to Check
AI training jobs — response evaluation, annotation, expert review and coding tasks — are real work, but conditions vary. See how they work, how you're paid, and how to spot fake offers.
What Is Data Annotation? A Practical Guide for Beginners
A plain-English explanation of data annotation: real examples for text, images, video and AI responses, the skills involved, how it differs from AI evaluation, and how people find the work.
Data Annotation Jobs on Reddit: How to Read the Threads
Researching data annotation jobs on Reddit? Here's how to weigh individual experiences, spot outdated or contradictory threads, and a checklist to evaluate a platform before you apply.