The people teaching AI to practise medicine and law are not, mostly, the best in either field.

What the work actually is

Frontier AI labs pay licensed professionals to teach their models how experts reason. For a physician, that means writing realistic clinical scenarios, producing a reference answer at attending-level quality, and grading what the model produces against a rubric. For a lawyer, the same shape with a memo instead of a chart.

It is closer to writing board questions or precepting a resident than to anything people picture when they hear the words gig work. You are not labelling images. You are being asked to make your judgment explicit, in writing, so a machine can learn from it.

Most people who stay say the same thing: it is the most interesting thing they do all week.

What it pays

Rates are set by specialty and seniority, and they are unusually good because credentialed reviewers are scarce and the labs know it.

Figures above come from current public listings. Your rate is set in your offer, and nobody can promise you a number in advance.

Whether you are eligible

The platforms want the same three things, and the bar is real:

• A current, active, unrestricted licence. Inactive or retired status will usually disqualify you — and that is a status many people elect without thinking about it, to skip renewal fees and CME.
• Board certification, for physicians. Preferred in some roles, required in most clinical ones.
• Recent practice. Several listings ask for three or more years of active practice. Being some years out is a harder problem than an inactive licence, because you cannot fix it by filing a form.

Stepping back from full-time practice is not a problem. Having stopped is.

What Moonlux does

Getting from hearing about this to being paid for it currently takes most people somewhere between ten and thirty hours, spread over weeks. Very little of that is difficult. Almost all of it is undocumented, which is why people give up in the middle rather than at the start.

1. Work out where you fit

   Specialty, seniority, and whether your administrative or teaching experience opens a second route. Most people have more than one. The platforms make you pick one.

2. Get you set up

   Accounts, model access, the handful of tools the work requires. This is where the hours go, and none of it is hard once someone shows you.

3. Show you what good looks like

   How these models fail, what a strong reference answer contains, and where the line sits between using a model in your work and letting it write for you. That second one is what gets people removed.

4. Put you in front of the right project

   Not a list of links. A specific opening, with a reason, and what to expect from the assessment.

5. Stay with you through the first month

   Which is when almost everyone quietly stops.

Some candour

Join the first group

Tell us who you are. A person reads every one of these — there is no algorithm behind this yet — and you will hear back within two days.

What we do with this. We keep what you send so we can reply and match you to work. We do not sell it, share it with the platforms without asking you first, or send you anything you did not ask for. Two people-sized guarantees: ask us to delete your record and it is gone the same day, and if nothing has come of it after six months we delete it ourselves.