diff --git a/README.md b/README.md
index 70d44eacf..fd0ade605 100644
--- a/README.md
+++ b/README.md
@@ -19,18 +19,17 @@ To get a first impression, you're welcome to play with our public demo at [demo.
 
 ## Features ##
 
-* Browse all your photos and videos without worrying about duplicates, the conversion of [RAW images](https://docs.photoprism.org/user-guide/settings/library/), or video transcoding
-* Powerful search filters and different views make finding the right picture as easy as it should be
-* Play Live Photos™ by hovering over them in albums and search results
+* Browse all your photos and videos without worrying about duplicates, RAW image conversion or video transcoding
+* Powerful search filters and views make finding the right picture as easy as it should be
 * Since the [user interface](https://demo.photoprism.org/) is a [Progressive Web App](https://developer.mozilla.org/en-US/docs/Web/Progressive_web_apps),
   it provides a native app-like experience, and you can easily install it on the home screen of all major operating systems and mobile devices
-* Includes four high-resolution [world maps](https://demo.photoprism.org/places) to see where you've been,
-  and for rediscovering long-forgotten shots
-* Enjoy privacy-preserving face detection and recognition 💎
-* AI-powered [image classification](https://docs.photoprism.org/developer-guide/metadata/classification/)
+* Includes four high-resolution [world maps](https://demo.photoprism.org/places) to see where you've been and for rediscovering long-forgotten shots
+* Play Live Photos™ by hovering over them in [albums](https://demo.photoprism.org/albums) and [search results](https://demo.photoprism.org/browse?view=cards&q=type%3Alive)
+* Enjoy privacy-preserving [face detection and recognition](https://demo.photoprism.org/people) 💎
+* AI-powered [image classification](https://demo.photoprism.org/labels)
   based on Google TensorFlow
 * Metadata is extracted and merged from Exif, XMP, and proprietary formats such as Google Photos JSON sidecar files
-* Image properties like colors, chroma, luminance, quality, panoramic projection, and location type are automatically detected when you update the index or import files 
+* Image properties like colors, chroma, luminance, quality, panoramic projection, and location type are automatically detected when you update the index or import files
 * Use [PhotoSync](https://www.photosync-app.com/) to securely backup iOS and Android mobile devices in the background
 * WebDAV clients such as Microsoft's Windows Explorer and Apple's Finder can [connect](https://docs.photoprism.org/user-guide/sync/webdav/) directly to PhotoPrism, allowing you to open, edit, and delete files from your computer or phone as if they were local