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Checklist and scoring sheet representing AI training rubric criteria
beginner Getting Started

What Are Rubrics in AI Training? The Beginner's Complete Guide

Rubrics are the scoring frameworks that determine whether your AI training work passes review — or gets rejected. Learn what rubric dimensions mean, how to write justifications reviewers approve, and the most common mistakes that tank quality scores.

• 9 min
People from diverse backgrounds doing creative work
beginner Getting Started

7 AI Training Jobs You Can Do Without a Degree (2026)

You might think AI jobs are only for coders. They aren't. Companies need creative writers, detail-oriented checkers, and native speakers to teach AI how to be human.

• 7 min
Developer reviewing AI-generated code on a laptop
intermediate Platform Guides

Best AI Training Platforms for Developers (2026): Where Coders Actually Earn

Not all AI training platforms are built for coders. We rank the six best platforms for developers in 2026 — from beginner-friendly DataAnnotation to elite Turing — covering pay rates, assessment difficulty, and what the work actually looks like day-to-day.

• 12 min
Alignerr platform interface and community workspace
intermediate Platform Reviews

Is Alignerr Legit? Reviewing the "New Kid on the Block" (2026)

Alignerr is one of the newest platforms in the AI training space. It is backed by big money, but does that mean steady work? We tested the assessment, the pay, and the Slack community.

• 8 min
Turing platform logo and coding challenge interface
beginner Platform Reviews

Is Turing Legit? The Honest Review for 2026

Turing promises Silicon Valley careers from anywhere in the world. But is it too good to be true? We break down the legitimacy, the payments, and the notoriously difficult entrance exams.

• 8 min
Healthcare professional reviewing medical data on a tablet
advanced Specialist Guides

AI Jobs for Medical Pros: Earning $50-$130/hr Without Treating Patients

Telehealth is great, but training AI pays better. Learn how doctors, nurses, and pharmacists are using their licenses to fact-check medical AI models on platforms like SME Careers and Mercor.

• 12 min
Complete guide to AI training jobs and platforms
beginner Career Guides

How to Find AI Training Jobs in 2026: The Complete Map

AI training jobs are global and in-demand. But with 20+ platforms, confusing requirements, and different pay rates, how do you know where to apply? This guide maps the entire landscape.

• 12 min
How to optimize your Mercor profile for the algorithm
intermediate Platform Guides

How to Hack the Mercor Algorithm: Profile Optimization Guide

Mercor does not use human recruiters. They use an LLM to match profiles to jobs. Here is how to optimize your resume, overcome the "Insightful" tracker fear, and land high-paying contracts.

• 10 min
Digital map highlighting Kenya as a tech hub for AI training
intermediate Global Guides

AI Training Jobs in Kenya (2026): Which Platforms Actually Hire?

Tired of seeing "Region Not Supported"? We tested the major AI training platforms to see which ones are actively hiring in Kenya right now, how they handle M-Pesa payments, and which ones are a waste of your time.

• 10 min
Understanding Outlier empty queue and how to fix it
beginner Troubleshooting

Outlier Empty Queue (EQ) Decoded: Glitch, Review, or Fired?

Staring at "Your queue is currently empty"? We explain the difference between a Green EQ (Wait) and Red EQ (Review), how to use Discourse to find tasks, and when to diversify.

• 7 min
Understanding Micro1 bucket system and profile optimization
intermediate Platform Guides

How to Optimize Your Micro1 Profile: The "Bucket" Strategy

Micro1 groups developers into invisible "buckets." If you are in the wrong bucket, you never get seen. Here is how to move up and unlock 3x more project invites.

• 11 min
Troubleshooting empty dashboard on DataAnnotation
beginner Troubleshooting

DataAnnotation Empty Dashboard: Dry Spell or Shadowban?

Your DataAnnotation dashboard went empty. Is it a technical glitch? A dry spell? Or have you been shadowbanned? Here is how to tell the difference—and what to do about it.

• 7 min