The core of this analysis reveals a fundamental misalignment between the technical capacity of current Large Language Models (LLMs) and the nuanced needs of developing adolescents. The RED team’s factual breakdown meticulously documents a consistent deficit – a systematic underestimation of energy and key nutrients – demonstrating a profound lack of technical expertise in this area. This isn't simply a matter of imperfect data; the AI models appear to be defaulting to popular, but potentially ha...