AtomicEval
For aspiring AI evaluators

AI confidently makes
false claims.
Can you catch them?

Game-style lessons that train you to spot hallucinations, missed instructions and answers that sound right but aren't.

  • No sign-up to start
  • Job Readiness Score
  • Improve your skills
5 left+10 XP
Evaluation task

Prompt

Can I take two cabin bags on an Economy ticket?

Policy

Economy fares include one cabin bag up to 7 kg. Extra bags can be added at check-in for a fee.

AI response

Economy includes one cabin bag up to 10 kg.1

Gold members get a free second cabin bag.2

Extra bags can be added at check-in.

Can you catch what's wrong?

2 issues

2 Not in the source

The policy never mentions a Gold tier or a free second bag.

1 Hallucination

The policy says 7 kg, not 10 kg.

Roles companies are hiring AI evaluators for, right now

External listings, not AtomicEval job postings. AtomicEval is not affiliated with these platforms and doesn't guarantee acceptance or work.

Skills you need

You already have
the skills AI
companies need.

What many don't yet know is how to turn those skills into AI evaluation expertise — and start earning from it.

Aa

English

Read closely and write clear, precise feedback.

D

Domain expertise

Law, health, finance, code: your field is an edge.

A

Analytical thinking

Split an answer into claims and test each.

R

Research ability

Check a claim against the source, fast.

!

Attention to detail

Notice the one word that changes the meaning.

How AtomicEval works

Learn it. Practise it. Prove it.

Short lessons build the skill. Instant feedback sharpens it. Expert review makes it count.

5
Concept

Ambiguity = two readings

1Learn

Bite-size, game-style lessons. One idea per screen, about 3 minutes each.

Which claim is unsupported?

+10 XP

“Free second cabin bag”

“7 kg cabin limit”

2Practise

Answer real evaluation questions and see instantly what you caught and what you missed.

Expert-reviewed

Job-ready band

3Prove

PRO

Take proctored tests reviewed by human experts and build a verified evaluator profile.

What AI evaluators actually do

Six skills. Every one is in the course.

  1. 01

    Compare AI responses

  2. 02

    Identify hallucinations

  3. 03

    Detect instruction failures

  4. 04

    Catch factual errors

  5. 05

    Evaluate reasoning

  6. 06

    Write precise feedback

Our mission

Prepare aspiring evaluators to compete for global AI evaluation opportunities.

  1. 1

    Learn

    Master the concepts evaluators are tested on.

  2. 2

    Prove

    Earn expert-reviewed scores on a verified profile.

  3. 3

    Compete

    Apply with your verified profile, with confidence.

Pricing

Start free. Go Pro when you're ready.

Free

₹0

Try the full learning experience.

  • Start Here: take a free challenge to check your job readiness
  • Learn concepts in game-style lessons
  • Practice questions with instant answers
  • AI feedback on your writing, limited
  • Preview every section on the pro path
Take first challenge

Pro

Recommended

₹999/ year

About ₹83 a month. Learn, prove and get seen.

  • All 8 sections and 31 topics
  • Human expert review of your justifications
  • Proctored tests and evaluator quality metrics
  • Verified AE Profile, visible to recruiters
  • Referrals based on eligibility
  • Written modules, cheat sheets, Excel templates
  • Advanced AI feedback, no daily limit
Get Pro · ₹999/year

FAQ

Questions,
answered.

Still stuck? Write to us from the Contact page.

Is AtomicEval free to start?

Yes. The Ambiguity unit, its practice questions and basic AI feedback are free. No card, no sign-up wall.

Do I need AI or coding experience?

No. The course is built for people with no AI evaluation background. If you can read carefully and explain your reasoning in clear English, you can start today.

How is my writing graded?

Practice questions have fixed correct answers, so you see instantly what you caught and what you missed. Your written justifications get AI feedback, and on Pro, human expert reviewers grade your proctored tests.

What does Pro include?

All 8 sections and 31 topics, human expert review, proctored tests with evaluator quality metrics, a verified AE Profile visible to recruiters, referral eligibility, written modules, cheat sheets and Excel templates, and advanced AI feedback with no daily limit. Everything that was in the Assessment Ready Kit is included.

Does AtomicEval guarantee a job?

No. AtomicEval scores are our own educational assessment of your evaluation skills. They are not an official qualification, and AtomicEval does not guarantee employment or eligibility on any third-party platform.

Are you affiliated with Mercor, Outlier or others?

No. AtomicEval is an independent educational platform. We are not affiliated with, and do not represent, any third-party hiring platform.

Catch failure with your first challenge in the next 5 minutes.

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