AI Gig Work — Reviews & Pay Data
AI Gig Work Reviews, Pay Rates & Survival Guides
Real reviews, pay rates, and survival guides for Outlier, DataAnnotation, Alignerr, and every other AI training platform. Written by a gig worker, backed by data.
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Platform Intelligence
Latest Articles
Handshake AI Lawsuit 2026: The Class Action, the August Pay Failure, and What to Document Today
A proposed class and collective action against Handshake was filed in California federal court on July 20, 2026. Meanwhile workers this pay cycle report getting $50 against $1,300 owed. Here is what is actually on the docket, what the arbitration clause does to your options, and the paperwork to save before you lose access to it.
Is Unpaid Labor in America Legal?
Mercor's reminder about Insightful timer accuracy looks like housekeeping until you read it twice. Forget to start your timer and the hours are gone. Forget to stop it and you report the overage on your own unpaid time. Here is why that is legal, what it says about contract work, and how to protect yourself.
OutlierOutlier Aether Workers Deactivated Without Pay: What's Happening in July 2026
A new wave of Aether deactivations is hitting workers all at once, and many report unpaid hours logged right before the cut. Here is what is happening, why AirTM points at Scale AI, and how to fight for the pay you are owed.
From the community
Join the conversation — no email needed →What workers are talking about
The Briefing
Read the wire — my TMZ for AI gig work →What the platforms are whispering
Mercor's 5-Hour Bonus Is 5+ Weeks Late — Here's What Workers Are Actually Hearing
Back in early May, Mercor told experts on one of its biggest projects to clear their schedules for a massive task drop. The drop never came — and the 5-hour "compensation bonus" that was promised to make up for it still hasn't been paid more than five weeks later. Here's what the community is being told, why "eligible" is doing a lot of heavy lifting in that sentence, and how to think about it.
All PlatformsSix Months, $23,811, and Why AI Gig Work Is Basically Just Uber for Your Brain (Plus the Tax Habit That Saves Me)
I've logged $23,811 across five AI gig platforms in the first half of 2026. If I can do this, anyone can. It's mostly about applying and getting lucky. But because no taxes are withheld, you need a system. Here is the three-minute habit that keeps April 15 from becoming a disaster.
Are the AI Platforms Going Full Hunger Games?
Mercor put 20,000+ contractors in one Slack channel. Handshake's new project is climbing past 10,000. Nobody hires that many people to share a small pile of work by accident — it's a business model. Here's what the Hunger Games actually look like, why platforms run it, and how to decide if the rules are ones you can live with.
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Frequently Asked Questions
We answer questions across five categories. Tap one to browse — every question links to the full answer on the FAQ page.
- → Is Outlier AI legit or a scam?
- → Is DataAnnotation legit? Does it actually pay?
- → Is Alignerr worth signing up for in 2026?
- → How does Telus AI compare to Outlier and DataAnnotation?
- → Has anyone worked on Babel Audio? What's it like?
- → Is Handshake AI legit or just another gig platform?
- → What happened to the Outlier Aether project?
- → Mindrift vs Outlier — which is better for beginners?
- → How do I get started with AI training work?
- → How long does it take to get accepted on DataAnnotation?
- → How do I pass the DataAnnotation starter assessment?
- → Do I need coding skills to do AI training work?
- → Can I work on multiple AI training platforms at the same time?
- → What equipment do I need for AI gig work?