Hold medical AI to the evidence.
Medical AI states claims with authority and cites sources that may not exist. Telling a well-grounded answer from a confident fabrication is what you do for a living — and it's the difference between a trustworthy model and a merely plausible one.
In short
- Use your clinical judgement to make medical AI safer
- Free training and calibration — no AI background needed
- Remote and flexible, around your practice
- Verified against your professional register
How you make medical AI safer.
Medical AI is only as safe as the experts who judge it. These are the calls only biomedical researchers are placed to make — the failures you can catch that a model never will on its own.
Separate evidence from hallucination
Distinguish a claim the literature actually supports from one that's confidently invented.
Catch fabricated citations
Spot the reference that doesn't exist — or doesn't say what the model claims it does.
Scrutinise the method
See where a model misreads study design, confounding, or the statistics behind a claim.
Keep it current
Flag superseded evidence and findings the field has already moved past.
Ways to contribute.
The same expertise, applied across the work that makes medical AI safer — pick what fits you.
Evaluation & red-teaming
Probe AI claims against the evidence base and the methods behind it.
Ground-truth & dataset curation
Anchor what models are trained and graded against to the actual literature.
Methodology advisory
Advise on evidential rigour in AI evaluation and product claims.
From biomedical researchers to certified evaluator.
Every contributor takes the same calibrated path first — free, self-paced, and the reason AI teams can trust your judgement.
Foundation course
Learn the concepts, methodology and clinical AI safety principles behind the work.
The daily loop
A set of five cases most days, written for your profession. You answer, say how sure you are, and see how it resolved.
The record of your judgement
A report recording how a clinician performed across the eight task types. The calibration that issued them closed in September 2026, and the reports already issued still stand.
Get matched
We match you to evaluation work that fits your expertise.
Common questions
Biomedical Researchers FAQ
How biomedical researchers get started, what the work involves, and how verification works.
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entertheloopClinicians powering AI alignment, training & safety.Verified against
entertheloopClinicians powering AI alignment, training & safety.