diff --git a/lectures/myst.yml b/lectures/myst.yml
index ed6f570..9f2d5f3 100644
--- a/lectures/myst.yml
+++ b/lectures/myst.yml
@@ -119,4 +119,4 @@ project:
 site:
   # Pinned theme release (see https://github.com/QuantEcon/quantecon-theme.mystmd/releases);
   # bump the vX.Y.Z in this URL to take a new theme version.
-  template: https://github.com/QuantEcon/quantecon-theme.mystmd/releases/download/v2.3.0/quantecon-theme.zip
+  template: https://github.com/QuantEcon/quantecon-theme.mystmd/releases/download/v2.5.0/quantecon-theme.zip
diff --git a/lectures/short_path.md b/lectures/short_path.md
index 40a8c27..ba87348 100644
--- a/lectures/short_path.md
+++ b/lectures/short_path.md
@@ -270,16 +270,6 @@ You will be dealing with floating point numbers now, rather than
 integers, so consider replacing `np.equal()` with `np.allclose()`.
 ```
 
-
-```{exercise-end}
-```
-
-% The graph data cell sits OUTSIDE the exercise deliberately. A code cell nested
-% in any directive is never registered with the kernel by @myst-theme/jupyter, so
-% inside the exercise it renders a run button that does nothing and the solution
-% then fails with FileNotFoundError. See QuantEcon/lecture-wasm#64 and
-% QuantEcon/quantecon-theme.mystmd#117. Move it back only once that is fixed.
-
 ```{code-cell} ipython3
 %%file graph.txt
 node0, node1 0.04, node8 11.11, node14 72.21
@@ -384,6 +374,9 @@ node98, node99 0.33
 node99,
 ```
 
+```{exercise-end}
+```
+
 ```{solution} short_path_ex1
 :class: dropdown
 ```