diff --git a/tutorials/intermediate/tight_layout_guide.py b/tutorials/intermediate/tight_layout_guide.py
index d186d0ed1a3e..c8234fa881c7 100644
--- a/tutorials/intermediate/tight_layout_guide.py
+++ b/tutorials/intermediate/tight_layout_guide.py
@@ -152,18 +152,17 @@ def example_plot(ax, fontsize=12):
# Caveats
# =======
#
-# * :func:`~matplotlib.pyplot.tight_layout` only considers ticklabels, axis
-# labels, and titles. Thus, other artists may be clipped and also may
-# overlap.
+# * `~matplotlib.pyplot.tight_layout` considers all artists on the axes by
+# default. To remove an artist from the layout calculation you can call
+# `.Artist.set_in_layout`.
#
-# * It assumes that the extra space needed for ticklabels, axis labels,
-# and titles is independent of original location of axes. This is
-# often true, but there are rare cases where it is not.
+# * ``tight_layout`` assumes that the extra space needed for artists is
+# independent of the original location of axes. This is often true, but there
+# are rare cases where it is not.
#
-# * pad=0 clips some of the texts by a few pixels. This may be a bug or
-# a limitation of the current algorithm and it is not clear why it
-# happens. Meanwhile, use of pad at least larger than 0.3 is
-# recommended.
+# * ``pad=0`` can clip some texts by a few pixels. This may be a bug or
+# a limitation of the current algorithm and it is not clear why it
+# happens. Meanwhile, use of pad larger than 0.3 is recommended.
#
# Use with GridSpec
# =================
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