Training vs consumption carbon tradeoffs

How does artificial intelligence become more sustainable? Richard chats with Darshna Shah about her experiences as Chief AI Officer at Elastic. Darshna discusses the resources required to run large language model experiments, the pressure this has put on the electrical grid, and more. The conversation turns to efficiency - and the idea that there is little incentive in the current land grab around LLMs to be more efficient - that the focus is on growing quickly. But as technologies mature, efficiency becomes a key competitive advantage!

Links

• R
• DeepEval
• Azure AI Evaluation SDK
• GitHub Green Software Foundation

Recorded January 29, 2026