What AI Can Actually Do for Your Piston Aircraft | A Conversation with Dr. John Sipple
Aviation Masters | Episode 4 There is a gap between what artificial intelligence can do today and what most piston aircraft owners believe it can do. On one side of that gap: decades of engine monitor data sitting unanalyzed on hard drives, mechanics troubleshooting by intuition and pattern recognition, and an FAA certification process that has historically treated software as a liability. On the other side, machine learning models are already capable of detecting engine anomalies, explaining probable causes, and flagging trends that no human would catch in a routine pre-flight scan. Bridging that gap is the work Dr. John Sipple has devoted much of his career to. In Episode 4 of Aviation Masters, Mike Busch sits down with Sipple for one of the most substantive conversations the show has produced — not a theoretical overview of AI, but a ground-level examination of what machine learning is, how it works, and why it matters specifically to the owner of a Cirrus, a Cessna, a Bonanza, or a Diamond DA40. This is a long-form episode. It runs nearly two hours, and the depth is earned. If you own a piston aircraft and have ever wondered whether technology might give you […]