Artificial Intelligence, Deep Learning, Machine Learning, Data Science.
models is crucial for enhancing their reliability and utility across various applications. By establishing a mathematical model that links the entropy of the output distribution—a measure of diversity—to the probability of hallucination, we can begin to quantify and thereby strategically mitigate