While I appreciate the concern for data accuracy, let's not lose sight of the joy of cycling. Yes, accurate data is important, but it shouldn't consume us. Instead of obsessing over algorithmic perfection, why not incorporate regular field testing? This can help validate your data and provide a reality check.
And let's remember, cycling is not just a numbers game. It's about pushing limits, experiencing nature, and building a community. So, rather than solely relying on data, let's also focus on sharing stories, learning from each other, and fostering a culture of growth and support.
As for safeguards, I'd suggest cross-verifying data with other cycling apps or devices. This can help catch any discrepancies and ensure your training decisions are on the right track. But above all, let's not forget the essence of cycling - the thrill of the ride!