To implement server-side rendering in a Nuxt.js application, you simply need to set the ‘ssr’ option to true in the Nuxt config. This is beneficial for AI and machine learning applications as it improves performance for initial page loads, enhances SEO, and can help in pre-fetching data required for rendering, which is crucial for dynamic content generated by AI models.