05/29/2026
Noise and Signal - First, we have Noise:
Ten Things to Avoid
These are the factors that often lead to over-analysis, stress, or wasted effort.
1. Social media and comparisons: Comparison is the thief of all joy and progress. Content is everywhere, but context is hard to find.
2. The "optimal" anything: Marginal gains from the latest shoes or gadgets are negligible compared to consistent training.
3. Short-term fluctuations: Daily data points are noise. Focus on long-term trends, not the speed, pace, or power meter reading from a single off day.
4. "The Flaw of" Averages: A plan that doesn't account for your specific life stressors, level of development, and needs. You are similar to other athletes, but not the same.
5. Inconsistency: Stick to your coaching plan and established principles. Stay the course. Check out from social media if you need to.
6. Training Zones: While the physiological reasoning behind zones is sound, they are often miscalculated. Most athletes would do better to focus on perceived effort and the specific intent of a session rather than on small differences in HR, pace, or power to stay in a "correct" zone. All intensity ranges are valuable when applied with a clear purpose.
7. Perfect workouts: Consistency beats intensity. A "good enough" session done consistently is infinitely better than a "perfect" session that leads to poor sessions later or limits you from addressing things outside your comfort zone.
8. Negative self-talk: Recognize that your brain will move towards patterns and habits. Often ones you don't want. Work to interrupt the internal dialogue, not with brute force, recognize it, and build the skills to move through it. Having negative thoughts isn't failure. Recognizing them and slowly regaining focus is another rep each time.
9. Over-analyzing: Don't let the data paralyze you. Data is a tool, and not your only tool.
10. Noise: The goal is not to eliminate noise, but to become so clear on what matters that the noise loses its influence.