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CircleCI Extends CI/CD Reach to AI Models

In General
November 30, 2023

CircleCI this week revealed it is extending the reach of its continuous integration/continuous delivery (CI/CD) platform to make it simpler to incorporate artificial intelligence (AI) models into DevOps workflows.

In addition to providing access to the latest generation of graphical processor units (GPUs) from NVIDIA via the Amazon Web Services (AWS) cloud, Circle CI has added inbound webhooks to access AI model curation services from providers such as Hugging Face and integrations with LangSmith, a debugging tool for generative AI applications and the Amazon SageMaker service for building AI applications.

CircleCI CEO Jim Rose said while there is clearly a lot of enthusiasm for incorporating AI models into applications, the processes being used are still immature, especially in terms of automating workflows that include testing of probabilistic AI models.

Most AI models are built by small teams of data scientists that create a software artifact that needs to be integrated within a…

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