AI / ML
Advancements in green computing will continue , making sustainable AI more achievable , and AI itself will play an increasingly significant role in addressing global environmental challenges . And as Vincentexplains , the industry will likely move towards standardised ways of measuring and reporting the environmental impact of AI systems .
“ Collaborating with open-source communities such as the Cloud Native Computing Foundation ( CNCF ) can help establish common standards and reference architectures for sustainable AI , ensuring that best practices are shared and adopted widely ,” he says . “ The CNCF , in particular , plays a crucial role in establishing technology standards in cloud-native technology for AI , promoting efficient and scalable AI deployments . Very recently I have been engaging with the CNCF Cloud Native AI workgroup as well as the CNCF Technical Advisory Group on Environmental Sustainability on a proposal to produce a reference architecture and best practices for sustainable AI .
“ Partnering with open source , industry-driven consortia such as FINOS can drive the development of sector-specific guidelines and tools that promote adoption of energyefficient AI tooling and also facilitate the establishment of practical standards and best practices in deploying and managing AI technology .
“ Finally , working with regulatory bodies helps to ensure alignment with environmental regulations and promotes the adoption of policies that incentivise sustainable AI practices . These partnerships collectively support the creation of a cohesive framework for sustainable AI , fostering innovation while minimising environmental impact .”
The journey towards sustainable AI is not just a technological challenge but a societal imperative . As AI continues to transform our world , ensuring its development aligns with environmental sustainability goals is crucial for the long-term viability of both the tech industry and our planet .
As Sujata concludes , by embracing sustainable practices in AI development , tech companies can drive innovation , reduce costs , meet regulatory requirements and ultimately contribute to solving global environmental challenges .
“ If harnessed correctly and within the boundaries of regulations and ethical use , AI can be a powerful tool in supporting industries and communities to address sustainability challenges while driving innovation and positive growth .”
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