Mikhail Advani discusses implementing IAM roles for authentication in Kubernetes pods running on AWS. He recommends using IAM roles to allow applications to securely communicate with AWS APIs without embedded credentials. The advantages are that no persistent credentials are needed and policies can be finely tuned. However, IAM roles only provide access at the pod level and are best for scenarios where short-lived credentials can be used.