Outlier
AI Training Expert | Evaluation, Factuality & Improvement
Core Skills & Expertise
Artificial Intelligence
LLM
NLP
Clinical AI
Medical Writing
Factuality
Impact Timeline
The Problem
Clinical AI output needed real fact-checking
A lot of clinical data was being generated by AI that needed real clinical and factual checks — instructions, editing, and retraining on proper guidance.
The Approach
Assessed and ranked hundreds of AI responses
Assessed and ranked hundreds of AI-generated responses for factuality, relevance, and safety, to keep the outputs accurate for real clinical use.
The Result
Improved training and accuracy of clinical AI tools
Improved the training and accuracy of AI tools focused on clinical medicine and healthcare.