Elevating prompts – iteration and influencing model behaviors

In this section, we will introduce techniques for enhancing AI model interactions inspired by cognitive-behavioral research. Behavioral prompting can guide models toward more accurate and nuanced responses. For example, LLM performance can be improved by providing the model with positive emotional stimuli, asking the model to assume a persona or character, or using situational prompting (i.e., role-play). However, it is crucial to recognize that these techniques can also be misused or used to inadvertently introduce stereotypes, as they rely on assumptions and generalizations that may not accurately reflect individual experiences or diverse perspectives. Without careful consideration and monitoring, there is a risk of reinforcing existing biases or creating new ones, potentially leading to skewed or harmful output. Given these challenges, we will explore a responsible approach to employing cognitive-behavioral techniques...