From Paradox to Progress: A Net-Positive AI Energy Framework

Reading guide 4

Foreword 5

Executive summary 6

1 The net-positive AI energy imperative 7

2 The net-positive AI energy framework 12

2.1 Design for efficiency 14

2.2 Deploy for impact 17

2.3 Shape demand wisely 19

3 Strategic enablers 23

3.1 Consumer education and workforce upskilling 24

3.2 Ecosystem collaboration 27

3.3 Transparent measurement and accountability 30

Next steps and call to action 34

Contributors 35

Endnotes 37