418: Potluck Discussion – When Racing Data Doesn’t Match Training, Muscle Memory, and Just How Much Aerodynamics Have Changed Cycling
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In this episode of Fast Talk, hosts Trevor Connor, Grant Holicky, and Julie Young dive into three interconnected themes: the disconnect between training and racing performance data, the science and psychology of muscle memory, and the dramatic evolution of cycling aerodynamics over the past decade. The conversation begins with a critical examination of normalized power as a metric, with Grant arguing it's misleading because it reflects perceived effort rather than actual physical output. The hosts emphasize that race success isn't about maximizing power numbers but about strategic pacing, mental toughness, and performance under pressure. They highlight how athletes often underperform in races not due to fitness, but due to mental factors like anxiety, overthinking, and lack of race-specific training. The discussion then shifts to muscle memory, where the team explores how repetitive practice embeds motor skills into the brain, allowing athletes to perform complex movements without conscious thought. They stress the importance of routine, cognitive load management, and observational learning—like watching elite performers—to build and maintain muscle memory. Finally, the hosts tackle the evolution of bike technology, with Grant and Trevor acknowledging that modern bikes, wheels, and aerodynamic components have significantly improved performance—especially in time trials and flat races—despite the sport’s historical resistance to change. They conclude that while marginal gains add up, the real advantage lies in integrating these tools with mental and technical preparedness. Key takeaways include: (1) Normalize your mindset over metrics—winning matters more than power numbers; (2) Train mentally by simulating race conditions to reduce choking; (3) Build muscle memory through repetition, routine, and observation; (4) Aerodynamic improvements in bikes, wheels, and positions have made modern bikes significantly faster than those from 2014; (5) Focus your budget on aerodynamics (frame, wheels, cockpit) rather than high-end drivetrains; (6) Mental performance is just as critical as physical fitness; (7) Watch elite performances to train your brain, not just your body; (8) The cumulative effect of small aerodynamic gains can be massive over long races.
Race success is not measured by power numbers, but by performance under pressure and strategic execution.
Normalized power reflects perceived effort, not actual output—use it cautiously.
Mental toughness and routine can override physical limits in high-stakes situations.
Muscle memory is built through repetition, not conscious thought, and is critical for high-speed performance.
Modern bikes have improved dramatically in aerodynamics, especially in position, frame design, and component integration.
…and 3 more takeaways available in PodZeus
Intro and the Power Paradox
The hosts kick off with humor about the podcast intro, then dive into a core coaching dilemma: why athletes produce lower power in races than in training. They question the value of metrics like normalized power and emphasize that race results matter more than numbers.
Normalized Power: A Flawed Metric?
“Normalized power was invented to turn power into an internal metric. It's based on how your heart rate responds to effort and then trying to translate that in the power. And I can give you the whole formula, but we don't need to go into that right now. So basically it is saying here's how hard the ride felt for you, not how hard you are actually going.”
The Mental Side of Performance
“You can use power to decouple those two things, right? And say, hey, take a look at this power when you're following somebody now. What about this race over here when you went off the front? And look, your powers through the roof and everything leading in was very similar.”
Muscle Memory: Skill, Routine, and the Brain
“If you're thinking about these things in a race, you haven't practiced it enough. You need to develop this muscle memory, learn these skills in training so that when you're in a race, you aren't thinking about it. You just do it.”
The Aerodynamic Revolution in Cycling
“If you look at the difference between 2025 and 2026, you're probably not seeing anything too big in and of itself. But again, if you're talking about a 12-year change and somebody's finding 10 watts a year... It's 120 watts.”
“If you're thinking about these things in a race, you haven't practiced it enough. You need to develop this muscle memory, learn these skills in training so that when you're in a race, you aren't thinking about it. You just do it.”
“If you look at the difference between 2025 and 2026, you're probably not seeing anything too big in and of itself. But again, if you're talking about a 12-year change and somebody's finding 10 watts a year... It's 120 watts.”
“Normalized power was invented to turn power into an internal metric. It's based on how your heart rate responds to effort and then trying to translate that in the power.”
Hosts
Grant Holicky
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Trevor Connor
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Julie Young
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KC and the Sunshine Band
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SymeraMD
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American Flyers
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Dr. Pruitt
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Paul McCartney
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Dr. Frederick Shaliff
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Chariots of Fire
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