For years, one of the biggest criticisms of CrossFit has been that, Given every workout is different, it's difficult to measure and track training stress in a meaningful way. Dr. Jerry Mangine joins Doug Larson, Travis Mash, and Mike Lane to discuss a decade of research aimed at solving that problem. Jerry breaks down how his team analyzed every CrossFit Open workout ever performed, developed equations to quantify workload across different movements, and created a system for classifying workouts based on total work performed and the rate at which athletes complete it. The conversation explores why some workouts produce specific adaptations, how coaches can better manage training stress, and what the future of CrossFit programming might look like when workload can finally be measured objectively.

The discussion expands into broader athletic performance, including the impact of body type on CrossFit success, critical power testing, VO2 max, lactate tolerance, gymnastics versus weightlifting backgrounds, and how AI may soon automate performance analysis across sports. Jerry also shares his vision as founding director of Kennesaw State's new Human Sport Performance and Well-Being Research Center, where researchers are developing new technologies to help athletes and coaches make smarter decisions. Whether you're a CrossFit athlete, strength coach, sport scientist, or simply interested in how performance is measured and improved, this episode offers a fascinating look at where athletic monitoring and training optimization are headed next.

Links:

Doug Larson on Instagram
Coach Travis Mash on Instagram