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Exploring Continuous Deployment and Pre-Deployment Testing in AI Applications
This chapter delves into the significance of thorough pre-deployment testing in the continuous deployment of artificial intelligence applications, stressing the need for rigorous evaluations like 'torture tests' to guarantee expected behavior. It draws parallels between the deployment of AI models and Continuous Integration/Continuous Deployment (CI/CD) processes to emphasize the critical testing phase before real-world implementation.