Wise Racer

01/08/2026

🏊‍♂️ What turns a swimming set into effective training?

It is not only the distance or number of repetitions. Intensity, recovery, stroke, task, and the swimmer’s needs all shape the training stimulus.

In Part 3 of our Swim Session Framework, we explore the set as the point where a session goal becomes practical, purposeful work in the pool.

Read the full article:
https://wiseracer.com/en/blog/the-swim-session-framework-the-set-as-the-programming-unit-part-3

If you find it useful, please like, share, or follow Wise Racer. It really helps us continue creating practical, evidence-aware content for the swimming community. Thank you! 🙇

27/06/2026

A swim workout is not automatically a training prescription. 🏊‍♂️📋

In Part 2 of our Swim Session Framework, we look at what gives a swimming session real coaching meaning: the swimmer, the plan, the goals, the expected outcomes, the ex*****on, and the review.

The same written set can mean very different things for different swimmers. It depends on who the swimmer is, where the session sits in the training plan, and what the coach is trying to develop.

Inside the article, we cover:

💡 Why training content is not the same as training prescription
💡 The 5 context questions every session should answer
💡 How session goals connect to set goals
💡 Why every training set needs a clear physical goal or intended stimulus
💡 Why better session records matter for coaches, swimmers, parents, and future AI tools

If you are a swimmer, parent, teacher, or coach, this article helps explain why a good session is more than repeats, distances, strokes, and times.

It is about connecting the work to the swimmer, the goal, and the next decision.

Read the full article here:
https://wiseracer.com/en/blog/the-swim-session-framework-context-and-objectives-before-content-part-2

If you find it useful, please like, share, or follow Wise Racer. It really helps us keep creating practical, evidence-aware content for the swimming community. Thank you! 🙇

02/11/2025

Why do almost all swim sessions look like this: Warm-up → Main → Cool-down?

It isn’t just tradition. Our new article traces the roots of this three-part structure back to education (yep—classroom lesson design!) and shows how it still helps swimmers of all levels train with purpose, protect technique, and recover better.

This is Part 1 of our Swim Session Framework series. Inside, we cover:

📌 Where the 3-part session came from

📌 How do different books/coaches label the middle (the Main part)

📌 Why keeping Parts → Sets → Repeats separate makes every plan clearer

Whether you’re a swimmer, parent, or coach, this gives your sets a solid home—and makes great ideas easier to share.

🔗 Read the full article: https://wiseracer.com/en/blog/the-swim-session-framework-from-pedagogy-to-practice-part-1

Found this helpful? A share would be amazing, but even a ‘like’ or a ‘follow’ means the world to us as we work to get this important conversation started. We put great effort into piecing these posts together, and your support cheers us up to keep them coming. Thanks for your support! 🙏

18/08/2025

Touch one and everything shifts. In training, rest stands shoulder-to-shoulder with volume and intensity—here’s why it belongs in the plan, not the margins:

https://wiseracer.com/en/blog/swimmings-hidden-problem-how-coaches-accidentally-traded-physiology-for-logistics

22/07/2025

A question for the entire swimming community: Is our obsession with the pace clock holding our athletes back?

As we get excited for the World Aquatics Championships 2025 in Singapore, the pressure is on. But what if the biggest hurdle for many swimmers isn't the competition, but a hidden flaw in our daily training methods?

We just published a deep-dive into the science of rest, explaining how a simple logistical shortcut taken decades ago still contributes to athlete burnout and plateaus today. We believe this is a critical conversation for the future of our sport.

Found this helpful? A share would be amazing, but even a ‘like’ or a ‘follow’ means the world to us as we work to get this important conversation started. Thanks for your support! 🙏

🔗 https://wiseracer.com/en/blog/swimmings-hidden-problem-how-coaches-accidentally-traded-physiology-for-logistics

The traditional method for timing swimming sets may be fundamentally flawed. This detailed article explains how swimming's reliance on the "bundled-rest interval"—a method used for convenience—undermines physiological goals, creates unreliable data for analysis with AI, and contributes to athlet...

09/07/2025

🚀💉 Ready for the next sporting showdown? The Enhanced Games are knocking at the door, dangling life-changing USD $1 M payouts for record-breaking feats—but is it progress or a step too far? 🤔

In our brand-new blog post, we unpack:
✨ Why financial pressure makes athletes easy targets
✨ The slippery slope from “bodily autonomy” to subtle coercion
✨ What’s lost when the spirit of sport is traded for a marketing spectacle
✨ Two bold, ethical alternatives that uplift athletes and society

Share your thoughts below, and let’s spark a healthier vision for sport together!

🔗 https://wiseracer.com/en/blog/enhanced-games-at-the-doorstep-how-did-we-get-here

The journey to understanding the Enhanced Games begins with a compelling and valid premise: that our traditional sporting systems have left many athletes **financially vulnerable**. This single truth is the key that unlocks their entire argument. From this point, they build a persuasive narrative of...

13/06/2025

Can the swimming industry unlock its AI potential by fixing its fragmented data? 🏊‍♂️🏊‍♀️

Part 2 of Wise Racer’s blog series dives into the current state of swimming session data management and the exciting opportunity to create a unified, AI-ready framework. What makes this post compelling is how it addresses real-world challenges coaches, clubs, and athletes face when trying to turn raw performance data into actionable insights.

Some key highlights include:

💡 Why fragmented, inconsistent session logs are holding back AI adoption.

💡 How standardized training zones and streamlined logging protocols can fix these gaps.

💡 The essential role of coaches in driving this change across the sport.

As AI becomes a powerful tool for personalized training and performance tracking, this blog offers practical steps toward making swimming more data-driven and future-proof.

🔗 https://wiseracer.com/en/blog/are-swimmings-fitness-and-competitive-industries-data-fit-for-ai-part-2

Part 2 offers both a reality check and a roadmap for progress. We examine the fragmented state of current session data management and show how this disarray hampers effective AI adoption. However, the outlook isn’t bleak—we outline a hopeful path forward through **harmonized data collection prot...

10/04/2025

💥 Sprint Showdown Incoming! 💥
LA28 adds 50m Freestyle, Breaststroke, Butterfly & Backstroke to the Olympic program!
Get ready for explosive speed and tight finishes — at the Los Angeles 2028 Olympic Games will now feature 41 medal events! 🏊‍♂️🏊‍♀️🔥

12/02/2025

Is Your Swimming Data AI-Ready? 🌊

At Wise Racer, we believe that in the race for peak performance, data is the next big wave. But is the swimming industry ready to ride it?

In Part 1 of our new blog series, we explore how data quality serves as the foundation for AI-driven insights and the specific pitfalls that can derail progress if ignored. Here’s what you’ll gain:

💡 Why data quality matters in AI/ML applications for swimming.
💡 The hidden dangers of poor data, from biased models to ineffective training plans.
💡 The core pillars for creating reliable, AI-ready datasets.

Whether you’re a coach striving for better session outcomes or a sports scientist seeking performance breakthroughs, this blog will provide the roadmap to build a strong analytics foundation.

Be a part of this journey! If you find this valuable, help us spread the word by sharing the article. Short on time? A simple ‘like’ or a ‘follow’ goes a long way in supporting what we’re building! 🙇‍♂️

🔗 Article available in different languages here: https://wiseracer.com/en/blog/are-swimmings-fitness-and-competitive-industries-data-fit-for-ai-part-1

Data-driven insights have revolutionized many sports, enabling precise training plans, improved injury prevention, and real-time performance feedback. Yet, in the realm of swimming—a sport where milliseconds matter—the quality and structure of data remain significant challenges. How can AI and M...

25/01/2025

🏊‍♀️ Elite Butterfly Technique: Hidden Edge or Missed Opportunity?

We observed something intriguing while analysing butterfly stroke patterns at the world-class level—a unique approach that’s rare at such an elite stage.

The observation? The second kick—a key component of butterfly propulsion, balance, and efficiency—appears minimised or absent for one of these athletes. At this level, it’s uncommon, as the second kick typically supports stroke rhythm, power output, and sustained forward velocity.

We’ve compiled a short video featuring underwater footage from different events. Can you spot the same pattern in the video?

This raises some thought-provoking questions:

❓ Could this be a purposeful adaptation? Perhaps the technique is optimised for the athlete’s unique morpho-functional characteristics, conserving energy or improving efficiency in specific race scenarios.

❓Or could it be an overlooked opportunity? Developing this aspect of the stroke might unlock measurable gains across distances ranging from the 50m to the 200m butterfly.

This observation reminded us of other innovative approaches to technique that disrupted norms and transformed performance:

🚀 Dolphin Kick in Breaststroke Turns: A well-timed dolphin kick during the pullout phase added significant power and speed.

🚀Underwater Dolphin Kick in Freestyle: This "fifth stroke" maximised speed during starts and turns before surfacing.

🚀Straight-Arm Freestyle Recovery: Increased momentum and speed, particularly in sprint events, compared to the traditional bent-arm recovery.

🚀Wave Breaststroke: An undulating motion improved efficiency and power through smoother transitions between stroke phases.

Whether this represents an opportunity for refinement or a brilliant adaptation, it’s a reminder that swimming, even at the highest levels, is a constant journey of discovery and growth.

👉 Interested in exploring this further? See our observations, effects, and recommendations here: https://docs.google.com/document/d/1g6PaBhaKbQjutq8Np4IkW7Xf4SFDrzTZVDpOEcMB3iU

We’re sharing this as an invitation to explore, learn, and discuss. Have you seen similar cases where an athlete’s unique approach sparked discussion or innovation in technique? Comment below or share your perspective after checking out the video!