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Because of the free text nature of the output, it’s difficult to assess and compare different responses in terms of a metric or KPI, leading to a manual review in most cases. However, a manual process is time-consuming and not scalable. Since 2023, he has also been working on scaling the use of generative AI in all departments.
ML workspaces are fully containerized with Kubernetes, enabling easy, self-service set up of new projects with access to granular data and a scalable ML framework that gives him access to both CPU and GPUs. The KPI is 0.5 Ready to start experimenting, he logs in to his CDP ML workspace.
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