Amazon has significantly upgraded its voice assistant Alexa with new AI technology, allowing for more natural and fluid conversations similar to human interaction. The transition to a large language model has faced various technical challenges, but it promises to enhance Alexa's ability to handle complex requests and improve overall user experience.