My purpose is simple: help people by improving how dental care is understood and delivered.
Evidence‑Based Dentistry is often called the gold standard—and rightly so, because it moved our profession away from guesswork and toward rigor—but in science a foundation is not a finish line. Biology is an open, complex, dynamic system, and population averages alone can’t fully explain (or reliably predict) what will happen in the individual patient in the chair.
That’s why I’m focused on High‑Fidelity Dentistry: the mathematical evolution of evidence‑based practice—not abandoning evidence, but increasing its resolution using tools from systems science, physics, and active inference, while keeping the “help people” axis constant.
Population‑level data provides the starting line, but each patient’s biology, history, and risk profile determine where the evidence actually applies.
Precision comes from resolution. Without sufficient data about the current state, even the best treatment plan is a guess aimed in the right direction.
True fidelity means closing the loop—measuring outcomes, detecting surprise, and adapting the model to the patient rather than forcing the patient into the model.
This website is my lab notebook and a gathering place for clinicians and collaborators across disciplines who want to connect oral health with systemic health—and ultimately connect the repeating patterns across all health‑related systems at once.