Why health AI interfaces must adapt to user expertise

1Key Takeaways

• MIT researchers and collaborators found that AI explainability tools in the health sector can produce sharply different results depending on who uses them.
• When applied to skin disease diagnosis, non-experts improved their accuracy with AI assistance, although the improvement largely came from deferring to the model.
• Primary care providers showed a different pattern: they performed ….