Raw LLM Responses

What? "Decision science is a field that uses data analysis, statistics, and behavioral understanding to improve decision-making, particularly in situations involving uncertainty and complexity. It focuses on applying insights from data analysis to guide choices and strategies, bridging the gap between data-driven insights and actionable outcomes. " Also gen AI models aren't just working with language they are also being used on images and other things. It isn't interpreting raw English and reasoning about it. The data is getting tokenized so the model can effectively guess what token should come next. I have been implementing NLP solutions for over a decade, the tech here is not very new at all. The researchers are talking about the need for the reasoning to be presented in plain English and I am trying to understand why that even matters. If they decide to limit themselves in the is manner they will get passed by someone else.