The Institute for Foundation of Machine Learning, or IFML, develops the key foundational tools for the next decade of AI innovation. Our researchers create new algorithms that can help machines learn on the fly, change their expectations as they encounter people and objects in real life, and even bounce back from deliberate attempts by adversaries to manipulate datasets.