A positive matrix is a matrix in which all its entries are positive real numbers, often used to represent systems where all interactions or elements are inherently non-negative, like probabilities or distances. They play a crucial role in various fields such as economics and network theory, where the positivity ensures stability and meaningful interpretations of the matrix operations.