Johnny Duda, Ed.D

Johnny Duda is an educator, writer, and the developer of Functional Learning, a framework built on a simple, contestable claim: great learners are built, not born. He came by that conviction firsthand. At fourteen, he bombed a placement exam at one of Chicago’s better high schools and was assigned to every remedial class the school offered. A dean told him he was not college material — a reasonable conclusion about a student whose learning disabilities nobody in 1991 was looking for. What he did instead of accepting it became the through-line of his career: he went to the library, pulled the math books off the shelves, and sorted problems by what they were doing underneath. The workarounds he built — categorizing by deep structure, translating material into his own words, sequencing problems instead of drowning in them — turned out to be the functional literacies that cognitive science has spent forty years validating. Four years later, Harvard said yes. 

 

Johnny has spent the twenty-five years since teaching that system, one student at a time, in ninety-minute sessions — a vantage that let him watch, up close, what generative AI began doing to student reasoning nearly two years before researchers measured it. He holds an A.B. from Harvard and a doctorate in education from UCLA, where his research focused on literacy development and teacher training. He is the author of Functional Learning, a technical monograph, and writes on learning, reading, and the AI era. He lives in Austin, Texas, and works with students and schools nationwide.