The Human Factor: Legal Scholarship in an Algorithmic Age
July 31st, 2026 By Keith Robinson If the machine had the idea, is the scholarship yours? That question ran through “The Human Factor: Legal Scholarship in an Algorithmic Age,” a discussion group at SEALS on July 31 moderated by Krista Bordatto. While the group never settled on how to identify authentic scholarly contribution, the discussion was lively and thought-provoking. One speaker framed the stakes in terms IP lawyers will recognize. There is a sweat-of-the-brow argument buried in what we mean by scholarship. An author mines hundreds of sources and wrestles with ideas, and that effort has always been part of the claim to authorship. AI now does some of that work, and sometimes all of it. We need to arrive