The primary use of machine translation in applications is to enable quick and efficient conversion of text from one language to another. It facilitates communication across linguistic barriers, allowing users to understand and interact with content in different languages. Popular applications include translation services like Google Translate, which utilize advanced algorithms and large databases to produce more accurate translations. This technology is also employed in localization for software and websites, ensuring a seamless user experience for a global audience.