Open Projects // Freelance Tasks

Use your expertise to help train AI.

Help us test and improve early-stage language models. Set your own hours, work remotely, and get paid weekly.

Rates range from $20.00 to $100.00+/hr depending on domain depth
// Total Paid Out$1,000+Sent to early contributors
// Active Contributors25+Experts reviewing tasks
// Different Countries3+Our early global reach
// Tasks Completed1,000+Reviews processed so far
Apple NewsTIMEBuzzFeedYAHOO!BUSINESS INSIDERTHE INDEPENDENTThe New York TimesApple NewsTIMEBuzzFeedYAHOO!BUSINESS INSIDERTHE INDEPENDENTThe New York Times
Project Pool Directory

Browse open subjects

STEM$40.00

Coding Specialist

Review code examples, test logic, and help early-stage models output cleaner code.

Apply for Coding pool
Generalist$22.00

Generalist Specialist

Check response tone, verify basic facts, and review general written text.

Apply for Generalist pool
Professional$55.00

Law Specialist

Review summaries of legal documents, check contract logic, and verify statutory references.

Apply for Law pool
STEM$45.00

Mathematics Specialist

Review step-by-step equations, check algebraic proofs, and find errors in mathematical logic.

Apply for Mathematics pool
Professional$80.00

Medicine Specialist

Review medical explanations, check clinical reasoning examples, and ensure health information is safe.

Apply for Medicine pool
STEM$45.00

Physics Specialist

Review derivations, check electromagnetic calculations, and verify explanations of physical concepts.

Apply for Physics pool
Professional$50.00

Finance Specialist

Review corporate finance calculations, check market analyses, and verify mathematical logic.

Apply for Finance pool
Professional$45.00

Accounting Specialist

Review balance sheets, check GAAP/IFRS calculations, and verify general bookkeeping steps.

Apply for Accounting pool
Languages$25.00

Bilingual Specialist

Review translation quality, check regional phrasing differences, and verify translated texts.

Apply for Bilingual pool
STEM$45.00

Chemistry Specialist

Review reaction steps, check chemical equations balancing, and verify molecular logic.

Apply for Chemistry pool
STEM$45.00

Biology Specialist

Review descriptions of cellular pathways, check genomic data, and verify scientific logic.

Apply for Biology pool
// OUR FOCUS

Real, thoughtful work.

Language models often make mistakes on complex rules and calculations. We focus on finding these errors rather than doing simple data entry.

01

Focus on accuracy

Getting the right answer is what matters most. You will check facts, review steps, and verify code.

02

Direct improvements

Your feedback directly helps update the models, teaching them how to solve problems step-by-step.

03

Work on your schedule

There are no daily meetings or set hours. Log in and work on projects whenever you have time.

04

Clear hourly pay

Your hours are tracked on your dashboard, and payouts are processed weekly.

The Process

How it works

1

1. Quick test

Take a short assessment to show your expertise in your chosen field.

2

2. Choose tasks

Once approved, you can pick any active project from your dashboard.

3

3. Get paid

Complete tasks on your own time, track your earnings, and get paid weekly.

Simulator Panel

What a task looks like

Here is an example of a typical workflow. You'll review a prompt, check the model's response, and write a correction if it made a mistake.

TRAINER_BENCH // WRITE A PROMPT

Active Directive

Draft highly specific, complex prompts in your field to test the boundaries of a frontier AI's capabilities. You'll construct scenarios that require multi-step reasoning, precise calculations, or structural syntax compliance.

EXECUTION_PROMPT >
PROMPT_COMMAND >
Explain the mechanism of a nucleophilic acyl substitution under acidic vs basic conditions, citing stereochemical constraints.
Expert Objective >
Identify whether the model accurately outlines the protonation steps, recognizes tetrahedral intermediate stability, and identifies stereochemical preservation or inversion correctly.
Trainer Status Notes

System objective: Verify logical consistency under variable pH parameters.

TARGET DEMOGRAPHICS

Who we are looking for

Language models are good at basic writing, but they struggle with specialized topics. We want to work with scholars, students, and professionals.

Academics and students

Great for researchers, graduate students, and teachers in subjects like science, history, or math.

Developers and programmers

Ideal for software engineers and students who enjoy debugging, checking code efficiency, and analyzing logic.

Subject experts

Built for professionals like lawyers, accountants, financial analysts, and healthcare practitioners who want to consult on technical topics.

Linguists and translators

For bilingual writers and translators who can check translation accuracy, cultural nuances, and grammar.

Frequently Asked Questions

Work with us on your own terms

Join our community of subject specialists training early-stage AI models on a flexible schedule.