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PART 1: Modelling First: Building Smarter Endurance Training - with Dr Andrea Zignoli & Prof. Paul Laursen
Manage episode 474126775 series 3305051
💥 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
_____________________
Today’s speakers:
Prof. Paul Laursen https://www.paullaursen.com/
Dr. Andrea Zignoli https://andreazignoli.github.io/
_____________________
165 episodes
Manage episode 474126775 series 3305051
💥 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
_____________________
Today’s speakers:
Prof. Paul Laursen https://www.paullaursen.com/
Dr. Andrea Zignoli https://andreazignoli.github.io/
_____________________
165 episodes
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