Melanie Mitchell is an American scientist. She is the Davis Professor of Complexity at the Santa Fe Institute. Her major work has been in the areas of analogical reasoning, complex systems, genetic algorithms and cellular automata, and her publications in those fields are frequently cited. Melanie Mitchell is a prominent computer scientist celebrated for her profound contributions to the fields of artificial intelligence and complex systems. Her research delves into understanding the capabilities and limitations of machine learning algorithms, shedding light on the intricacies of human cognition and intelligence.