peer reviewed · PMC
The AI Recommendation Paradox: A Systematic Review Evaluating the Promise, Peril, and Path Forward for Large Language Models in Exercise Recommendation
In plain English
A sober look at what goes wrong when a language model prescribes physical activity. Required reading before any coaching product gives instructions to a user with a health condition.
large language models
exercise prescription
safety
Related research
- AI-Generated Exercise Prescriptions for At-Risk Populations: Safety and Feasibility of a Large Language Model Assessed by Expert Evaluation
- Consistency of AI-Generated Exercise Prescriptions: A Repeated Generation Study Using a Large Language Model
- Mind Companion: An Embodied Conversational Agent for Process-Based Psychotherapy