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In today's video tutorial, Prashan discusses the topic of cleaning up old Amazon Machine Images (AMIs) with the help of Boto3 for AWS users. AMIs are essentially images used to boot operating systems, similar to having a DVD or CD with an operating system image. Organizations often automate the creation of AMIs for backup purposes or to revert to a known good state in case of issues. Continuous creation of AMIs through automation processes like Packer or AWS AMI Builder can lead to increased AWS bills due to the continuous CI/CD process.