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Outlier AI

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Outlier is a platform where experts earn freelance income training and evaluating AI by writing prompts, rubrics and rating answers.

What it does

Outlier is a marketplace that pays subject-matter experts to train and improve AI models. Freelancers in coding, STEM, languages and other fields write challenging prompts, create grading rubrics and rate or rank model answers, working flexibly from anywhere for weekly pay. No prior AI experience is required.

How to use: To use Outlier AI, you need to create an account, submit a resume, and pass a screening exam in your area of expertise. Once onboarded, you'll be added to a squad led by an experienced squad lead who will guide you through contributing to various projects. You can then choose projects based on your expertise and availability, and get paid for your contributions.

Core features

Remote AI-training gig work
Tasks: prompt writing, rubrics, rating answers
Flexible hours, work from anywhere
Weekly, quality-based pay
Roles across coding, STEM and languages
Free access to paid AI models

Best for

Earning side income as an AI trainer
Contributing expertise to improve AI
Flexible remote work for grads and experts
Gaining hands-on AI and prompt experience
Toolspool rankingby monthly traffic

Reviews

Big-picture takes: what it's for and whether it delivers. High-engagement YouTube videos — not sponsored.

Tutorials

Step-by-step: exactly how to get things done with it.