diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0e59d562c..697a8fff5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -14,6 +14,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Other changes
 
+* Update penguins example to credit Allison Horst and drop usage of `shiny.experimental` (#798).
+
 
 ## [0.6.0] - 2023-08-08
 
diff --git a/examples/penguins/app.py b/examples/penguins/app.py
index bb4a52fe0..d10b7e7aa 100644
--- a/examples/penguins/app.py
+++ b/examples/penguins/app.py
@@ -8,7 +8,6 @@
 import seaborn as sns
 from colors import bg_palette, palette
 
-import shiny.experimental as x
 from shiny import App, Inputs, Outputs, Session, reactive, render, req, ui
 
 sns.set_theme()
@@ -45,6 +44,11 @@
     ),
     ui.output_ui("value_boxes"),
     ui.output_plot("scatter", fill=True),
+    ui.help_text(
+        "Artwork by ",
+        ui.a("@allison_horst", href="https://twitter.com/allison_horst"),
+        class_="text-end",
+    ),
 )
 
 
@@ -83,7 +87,7 @@ def value_boxes():
         df = filtered_df()
 
         def penguin_value_box(title: str, count: int, bgcol: str, showcase_img: str):
-            return x.ui.value_box(
+            return ui.value_box(
                 title,
                 count,
                 {"class": "pt-1 pb-0"},