Robo-diets: can ChatGPT formulate safe dietary advice? Els_Nutrition chatGPT AI deeplearning diet nutrition machinelearning lanuagemodel largelanguagemodel
By Dr. Chinta SidharthanMay 15 2023Reviewed by Lily Ramsey, LLM In a recent study published in the Nutrition Journal, researchers used hypothetical cases of individuals with food allergies to investigate the accuracy and safety of ‘robo-diets’ or diets constructed using the deep learning models implemented in ChatGPT.
One area where ChatGPT has been commonly used is in constructing diets. Tailored diets, by themselves or in combination with medications, have been used to treat various diseases. Related StoriesFour restriction levels were used as prompts for ChatGPT to construct a diet, and these included A) diet for one food allergy with quantity restrictions, B) diet for two food allergies with quantity restrictions, C) diet for one food allergy with a standard energy value, and D) diet for one food allergy with low energy value.
The safety assessment reported that safety was the weakest feature of a ChatGPT-constructed elimination diet. While the ChatGPT-designed diets had successfully eliminated the specified allergens, a nut-free diet included almond milk, which could have led to severe consequences as nut allergy is one of the most severe forms of food allergies.
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