The AI Football Lab

We talk a lot about “load” in football — but mostly in physical terms. But players don’t just get tired in the legs.They get tired in the mind too. And when cognitive load gets too high, learning shuts down.Cognitive load is part of our vocabulary now… But do we really know what it means? Or how it works?I wrote this to understand it a little better — and to share some reflections on a key question:How much is too much? Are we building understanding — or just adding load?

We used to shout, “Lift your head!” Now, we shout, “Scan!”But have we just replaced the words while the fundamental problem remains?I believe we often still coach the physical action, not the intelligence that must drive it. We see a head turn, but we don't know if the player is actually seeing the game.In my new article, I explore the difference between an empty head turn and a meaningful search, and how we as coaches can move from giving commands to designing environments that cultivate true game intelligence.What are your thoughts on this?

We’ve all shouted it from the sideline: “Use your left foot!”But what if that common instruction is actually a symptom of a deeper problem? What if it reveals a coaching philosophy that reacts to outcomes rather than systematically building capacity?I’ve explored this topic before, but I've become fascinated by this new angle: moving beyond the circumstantial correction to build a player from the inside out. In this article, I dive into the neuroscience of bi-laterality, the psychology of a growth mindset, and the practical application of complexity in our training sessions.This is the first of many articles I plan to share on Medium.com platform. I hope it sparks a conversation and offers a new perspective.Read it and share your thoughts!(Cover image of the piece: Photo: Ceir Junior; Pexels: https://www.pexels.com/pt-br/foto/jogando-futebol-30490956/)

In this episode, we dive into the evolving role of AI in football, focusing on an area that’s close to my heart: individual player development. Join our virtual presenters as they explore how players learn and unlearn critical skills, the importance of age-appropriate training, and the personalized techniques top academies use to prepare young athletes for elite performance.We’ll also discuss how AI is revolutionizing training by providing data-driven insights and personalized development plans. Discover how AI can empower players to take ownership of their growth, aligning with their club’s goals and becoming true 24-hour athletes—even without a coach at their side 24/7.Whether you’re a coach, player, or just passionate about the future of football, this episode is packed with insights on how technology is shaping the next generation of players. Tune in now to learn how science and AI are enhancing football development in deeper, smarter ways!

In this episode, we dive into how data and artificial intelligence (AI) are transforming football scouting at every level, from elite clubs to grassroots teams. We explore the foundations of data in football, detailing how metrics like Expected Goals (xG) and tactical positioning insights are used to create player profiles. Learn how top clubs like Manchester City and FC Midtjylland use advanced data strategies and AI-driven analysis, while mid-tier and smaller clubs leverage innovative, budget-friendly approaches.We also take a look at the future of AI in scouting—covering applications like real-time performance analysis, virtual reality player trials, and behavioral profiling. Finally, we discuss practical ways that tools like ChatGPT can make data-driven scouting accessible for clubs with limited resources. Tune in to discover how AI is reshaping football talent discovery and recruitment!

In this first episode, generated by NotebookLM, based on the article "The Future of Football: The Role of AI in Personalizing Training, Preventing Injuries, and Enhancing Tactics" by Hugo Vicente, we dive deep into the revolutionary role of Artificial Intelligence in football. We explore how top clubs like Manchester City, Liverpool FC, and PSG are using AI to personalize training, optimize recovery, and make real-time tactical adjustments. We also discuss how AI tools like ChatGPT are becoming accessible to smaller clubs, helping coaches improve decision-making, tailor training plans, and unlock new potential. AI is transforming the game at every level—are you ready to play smarter?