Towards Sustainability of AI

The Sustainable ML Design Pattern Matrix (SML-DPM)

Enhance the sustainability of ML development processes across environmental, social, and governance (ESG) dimensions.

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End-to-end consideration of the ML development process

Agnostic ML development process that enables the use in every organization.

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Sustainability is more than just ecological or soical. It is the combination that matters.

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The design pattterns should motivate stakeholders to develop sustainable ML algortithms.

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Know the responsibilities to act accordingly.