diff --git a/doc/release-notes.md b/doc/release-notes.md
index 6bb8587d7..d5ac70380 100644
--- a/doc/release-notes.md
+++ b/doc/release-notes.md
@@ -4,6 +4,21 @@ release-notes at release time)
 Notable changes
 ===============
 
+Random-cookie RPC authentication
+---------------------------------
+
+When no `-rpcpassword` is specified, the daemon now uses a special 'cookie'
+file for authentication. This file is generated with random content when the
+daemon starts, and deleted when it exits. Its contents are used as
+authentication token. Read access to this file controls who can access through
+RPC. By default it is stored in the data directory but its location can be
+overridden with the option `-rpccookiefile`.
+
+This is similar to Tor's CookieAuthentication: see
+https://www.torproject.org/docs/tor-manual.html.en
+
+This allows running bitcoind without having to do any manual configuration.
+
 Example header
 ----------------------