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From AI to the Table: A Systematic Review of ChatGPT’s Potential and Performance in Meal Planning and Dietary Recommendations

Expiry Date
: 11/02/2031
CPD Units
: 3.00 Points

A systematic review evaluating ChatGPT’s performance in personalised meal planning and dietary recommendations, highlighting its strengths, limitations, accuracy, and potential role in accessible nutrition support.

Keywords: ChatGPT, personalized dietary recommendations, AI-driven nutrition

Reading material:

Educational Objectives

Educational Aim:

This CPD activity aims to strengthen practitioners’ ability to critically evaluate the ethical, safety, and accuracy considerations of using ChatGPT for personalized dietary recommendations, ensuring responsible and evidence‑informed integration of AI into nutrition practice.

Educational Outcomes:
Upon completion of this module practitioners should have a clear understanding of:

  1. Current evidence on ChatGPT’s accuracy and limitations in generating personalized dietary recommendations across diverse health conditions.
  2. AI-driven nutrition tools and their alignment with clinical dietary guidelines.
  3. Critical appraisal of ChatGPT’s applicability, risks, and potential integration into real-world dietary practice.

Instructions for this Module

  • Read the supplied reading material and complete the quiz that follows;
  • You have three attempts to pass the quiz;
  • The pass grade is 70%;
  • You need to pass the quiz to claim your CPD certificate;
  • Please click on the CPD certificate link below to claim your CPD certificate and to update your CPD Manager.

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