Penalty Function Design for a Safety-Critical Chatbot

A development team is building a language model to generate historical fiction narratives. Their goal is to ensure that while the story is creative, specific entities like dates and the names of historical figures remain factually accurate. Which of the following describes the most effective application of a flexible penalty function to balance these two requirements during text generation?

Designing a Penalty Function for High-Quality Code Generation