Patient safety is your instinct. AI needs it.
AI is moving into triage, monitoring and patient-facing advice — settings where missing a subtle sign costs lives. The bedside judgement you've built is exactly the signal these systems lack.
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 nurses & midwives are placed to make — the failures you can catch that a model never will on its own.
Catch the deteriorating patient
Recognise when a model under-reads early warning signs — the quiet sepsis, the subtle decline a checklist would miss.
Triage and safety-net correctly
Judge the right level of urgency, and catch when “monitor at home” should have been “go to A&E now”.
Keep care person-centred
Spot when advice ignores capacity, consent, or the human context wrapped around the clinical facts.
Protect mothers and babies
In midwifery, make sure the red flags — pre-eclampsia, reduced fetal movements — are never reassured away.
Ways to contribute.
The same expertise, applied across the work that makes medical AI safer — pick what fits you.
Evaluation & red-teaming
Test AI advice for the failures that matter at the bedside, before they ever reach a patient.
Annotation & datasets
Label patient-assessment and care-pathway data so models learn what safe practice looks like.
Clinical advisory
Bring frontline reality to how AI products are designed and validated.
From nurses & midwives 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.
Quick Screen
A short diagnostic that confirms your judgement aligns with expert consensus.
Full Calibration
A calibration across the eight task types that puts a reliability score on your profile.
Get matched
We match you to evaluation work that fits your expertise.
Common questions
Nurses & Midwives FAQ
How nurses & midwives get started, what the work involves, and how verification works.
New clinical AI roles,
straight to your inbox.
Join the waitlist and we'll email you when roles matching your expertise open up — plus rate updates and priority matching the moment you register.
- Early access to new AI roles
- Weekly pay rate updates
- Priority matching when you register
entertheloopClinicians powering AI alignment, training & safety.Verified against
entertheloopClinicians powering AI alignment, training & safety.