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Training Science Podcast

PART 1: Modelling First: Building Smarter Endurance Training - with Dr Andrea Zignoli & Prof. Paul Laursen

Mar 29, 2025
01:06:27

💥 AI in COACHING & TRAINING – Revolutionizing Performance 🚀

Dr. Andrea Zignoli wants you to understand that before AI can be useful in coaching and training, modelling must come first.

In Episode 157 of The Training Science Podcast, Andrea returns to unpack how models like Critical Power, Banister TRIMP, and HRV response curves provide the structure AI needs to make smart, adaptable decisions. This is the foundation of Athletica’s AI-driven training—and why it matters now more than ever.

🔍 Why “modelling first” beats black-box AI every time
📊 Building with science: CP, TRIMP, MMP, and structured periodization
🧠 How natural language AI (LLMs) are reshaping coach-athlete data interaction
🧭 The GPS analogy that explains it all


 #ModelFirst #AIinSports #TrainingScience #EnduranceTraining #AthleticaAI #WorkoutReserve #CriticalPower #HRV #BanisterModel #AIinCoaching #PerformanceMonitoring #Cycling #Running

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Today’s speakers:

Prof. Paul Laursen https://www.paullaursen.com/  

Dr. Andrea Zignoli https://andreazignoli.github.io/ 

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