1. Using large language models for scouting

Professor David Sumpter, Co-Founder of Twelve, outlines how large language models can be used for scouting. 

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2. Modelling player movements
2. Modelling player movements
3. Predicting transfer values between leagues
3. Predicting transfer values between leagues
4. Using data in set piece analysis
4. Using data in set piece analysis
5. Manager recruitment
5. Manager recruitment
6. Build your own language agent
6. Build your own language agent
7. Data skills for the modern game
7. Data skills for the modern game
8. Setting up your environment
8. Setting up your environment
9. AI Automated Opposition Analysis
9. AI Automated Opposition Analysis
10. Quantifying your game model
10. Quantifying your game model
11. Data from a player’s perspective
11. Data from a player’s perspective