diff --git a/beets/util/artresizer.py b/beets/util/artresizer.py
index 2ef41f087..1a13f64ef 100644
--- a/beets/util/artresizer.py
+++ b/beets/util/artresizer.py
@@ -353,7 +353,7 @@ class PILBackend(LocalBackend):
         try:
             im = Image.open(syspath(path_in))
             size = maxwidth, maxwidth
-            im.thumbnail(size, Image.ANTIALIAS)
+            im.thumbnail(size, Image.Resampling.LANCZOS)
 
             if quality == 0:
                 # Use PIL's default quality.
diff --git a/docs/changelog.rst b/docs/changelog.rst
index 8688669e5..ea4a628b6 100644
--- a/docs/changelog.rst
+++ b/docs/changelog.rst
@@ -107,6 +107,8 @@ New features:
 * :doc:`plugins/importfeeds`: Add a new output format allowing to save a
   playlist once per import session.
   :bug: `4863`
+* Make ArtResizer work with :pypi:`PIL`/:pypi:`pillow` 10.0.0 removals.
+  :bug:`4869`
 
 Bug fixes: