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1、Frugal AI:Driving Sustainable,Inclusive,and ScalableInnovation White Paper|April 2025 CONTENTSForeword 5 About The Authors 6 Executive Summary 8Introduction:The Case for Frugal AI 9Defining Frugal AI:Core Pillars&Principles 11The Frugal AI Toolkit:Techniques&Methodologies 14Measuring Frugality:Frame

2、works&Standards 16Frugal AI in Action:Case Studies&Applications 17The Cambridge Judge Frugal AI Hub Ecosystem 19Addressing Misconceptions:Frugal AI Myths vs.Reality 20Frugal AI vs.Traditional AI:A Comparative View 21Conclusion:Towards a Sustainable&Inclusive AI Future 22References 23|5 True innovati

3、on isnt measured just by computepower but by human impact.The most powerfulAI in the future will be the one thats efficientenough to scale,inclusive enough to serve,andethical enough to endure.Frugal AI redefinesprogress by asking how we can designintelligence that is open,accessible,and truly inser

4、vice of all.4|FRUGAL AI HUB|White Paper|April 2025The world today stands at the crossroads of unprecedented challenges andopportunities.Climate change,inequality,and resource scarcity are pressing us torethink how we innovate and solve problems.In this context,the principles of frugalinnovationdoing

5、 more with less for more peopleare more relevant than ever.Forover a decade,my colleagues and I at Cambridge have explored how individuals,organisations,and governments can leverage ingenuity to address complex issuessustainably and inclusively.Frugal innovation is not just about cost-cutting;it is

6、about reimagining processes,products,and systems to create value under constraints.It thrives on simplicity,adaptability,and a deep understanding of local needs.By fostering collaboration acrosssectors and embracing resourcefulness,frugal innovation has empowered communitiesin both developed and eme