Expert data for frontier AI

Human intelligence for frontier AI.

Verified experts who find where frontier models fail.

Coding Religion Science Finance Lawyers Doctors Language Behaviour
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What is Mereden?

AI has read the internet. The next leap comes from experts. Mereden delivers their judgement.

Engineers, scientists, CAs, lawyers, doctors, language, behaviour, and religion. Each one verified by a person.

How it works

From credential to training data.

  1. STEP 01

    Apply

    Top universities, licences, or olympiad records.

  2. STEP 02

    Verify

    Every credential checked by a person.

  3. STEP 03

    Qualify

    A short domain task, reviewed by people.

  4. STEP 04

    Match to a lab

    Small pods, matched to a lab’s domain.

  5. STEP 05

    Review and deliver

    Senior review before anything ships.

Two ways in

Build with experts, or become one.

For AI labs & teams

Expert data you can ship.

Evals, reasoning data, and red-teaming.

Get expert data

For experts

Train the models with what you know.

Paid, remote, on your schedule.

Apply now

Join the network

Let the people who know train the models.

Applications reviewed within 3 days.