Machine unlearning (MU) is a concept that is likely more interesting to lawyers than to data scientists, as the latter typically focus on collecting, maintaining, and mining as much data as ...

Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant. Have you recently forgotten where you put your car keys? Or ...

A growing body of academic research shows that techniques designed to remove memorized training data from large language models frequently fail to do the job. Multiple independent studies have found ...

The pace of change is accelerating across nearly every facet of society—technology, culture, economics, and even how we think about ourselves. In this rapidly evolving landscape, learning new skills ...

When I heard the word "oxymoron" for the first time, I thought it was fascinating that this contradiction is so pervasive it is considered valid grammar, so much so that we have a well-known word.

Donald Murray, a composition scholar, writes about “unlearning” many so-called rules of writing. Another faculty member on campus, Jon Lang, writes specifically about unlearning the five-paragraph ...