How should the Largest Contentful Paint image be handled differently from other images?

Short interview answer

It should load as early as possible — preloaded or with fetchpriority high — because the metric essentially measures when it finishes rendering. Every other image, especially below the fold, should be lazy-loaded so it doesn't compete for that early bandwidth.