Quality food is defined as whole, minimally processed items that retain their original nutrients, primarily derived from plants. The conversation highlights the confusion surrounding food labeling, emphasizing that foods like cornflakes may seem healthy but are often far removed from their natural state. Understanding the spectrum of food processing is crucial for making informed dietary choices.