AI & nutrition: chatbots are only suitable for nutritional recommendations to a limited extent
Study by the University of Hohenheim: ChatGPT and Gemini create healthy nutrition plans for average people - but fail due to special diets
AI-generated daily plans for vegan, vegetarian and omnivorous diets
The researchers had ChatGPT and Gemini generate a total of 108 daily plans for a fictitious female person with different diets: Sometimes the woman ate meat, sometimes vegetarian or vegan.
"We also varied the complexity of the chat requests, known as prompts," explains Dr. Podszun. "This allowed us to test whether a simple lay prompt leads to worse results than a complex prompt that experts could formulate."
The scientists then compared the nutrient content of the AI-generated daily plans with the reference values of the National Academies of Sciences, Engineering and Medicine.
AI daily plans contain too much protein and are aimed at weight loss
The daily plans included foods and recipes with exact gram specifications for breakfast, lunch and dinner as well as for various snacks. "The chatbots provided different meal suggestions, but overall came to similar results in terms of nutrient content," explains Dr. Podszun. Varying the prompts did not show any significant differences in the results either.
The majority of the plans met most of the reference values. "However, the AI daily plans contained too little energy, carbohydrates and vitamin D on average. From a nutritional point of view, this is not dramatic for healthy people with occasional consumption and sufficient vitamin D synthesis," explains Dr. Podszun. "However, the rather small portion sizes and low calorie content can lead to unintentional weight loss over time."
The protein content was significantly higher than recommended, especially in the diet plans with meat: "The AI chatbots seem to be picking up on the current trend towards a high-protein diet," concludes Dr. Podszun.
Caution is advised with restrictive diets
The vegan diet plans were rather inadequate: both chatbots lacked vitamin B12 in their vegan diet plans, which is important for a healthy nervous system, blood formation and neurological processes. Gemini had also integrated animal products into the vegan diet.
"Vegans cannot get enough vitamin B12 from food because it is contained in animal products. They therefore have to take the nutrient in the form of food supplements or fortified foods," explains Dr. Podszun.
Gemini has never recommended supplementation of the vitamin, ChatGPT only sometimes.
Conclusion: a good source of inspiration - but nothing more
"The AIs' suggestions were mostly healthier than what people in Germany eat on average every day," summarizes Dr. Podszun. "So the plans are definitely suitable for daily meal inspiration. Qualified professionals could use the AI chatbots' suggestions as inspiration for their professional practice."
However, Dr. Podszun adds that the AI chatbots are not yet a substitute for professional nutritional advice. "Anyone who has a restrictive diet, for example a vegan diet or suffers from intolerances, should not rely on the chatbots."
The nutritionist advises continuing to seek support from certified nutritionists: "Otherwise, there is a risk of nutritional deficiencies and other health consequences."
Note: This article has been translated using a computer system without human intervention. LUMITOS offers these automatic translations to present a wider range of current news. Since this article has been translated with automatic translation, it is possible that it contains errors in vocabulary, syntax or grammar. The original article in German can be found here.
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