Many academic institutions are creating 'walled gardens,' private areas of AI access that don't allow patient information to 'leak out.'
TORONTO — When it comes to using artificial intelligence in your practice, pediatric dermatologist Albert Yan, MD, professor of pediatrics and dermatology at the University of Pennsylvania, Philadelphia, suggests that dermatologists"just jump in" and become familiar with the various AI models.
Personally, he finds that ChatGPT is the most versatile, Gemini perhaps a little better in terms of image generation, and Perplexity probably the best at references because it was designed as an online library. "We have to be very careful about how we interact with AI," said Yan."We can't be posting private patient health information into these systems, no matter how useful these systems are."
When entering requests into a prompt line with an AI system, Yan stressed that these prompts need to be clear and concise. For a complicated calculation or multistep problem, try adding the words"let's do this step by step," he said."This is a technique invoking a 'chain of thought' that allows the system to enhance its accuracy when solving problems."
If there are"long-winded verbose" responses, add the phrase"be concise," and it will shorten the response by about 50%, he added.Yan broached an issue that occasionally comes up, AI hallucinations, which refer to inaccurate or misleading responses on the basis of incomplete training or intrinsic biases within the model.
While AI systems won't replace the clinician, they are continuing to improve and becoming more sophisticated. Yan advises keeping up with emerging developments and engaging and adapting the most appropriate AI tool for an individual clinician's work.
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