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Build a more sustainable AI strategy

Build a more sustainable AI strategy​

 

Build a more sustainable AI strategy​

AI is big business. But it’s also having a big effect on our carbon emissions: The storage, cooling, and processing power required to train a large language model can produce as much CO2 as driving over a million miles in a family car. This article explores sustainable AI, and how making strategic decisions early in the design process – as well as proper data management – can help save your enterprise a fortune, and potentially reduce CO2 emissions.

Key takeaways:

  • Plan your cost and benefits to make sure you get the most out of your investment.
  • Combine software engineering and data science principles for repeatability, efficiency, and simplicity.
  • Start with an in-depth understanding of the data you’re using.
  • Tune your AI models with tools and techniques for efficiency.

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