diff --git a/Notebooks/Chap09/9_2_Implicit_Regularization.ipynb b/Notebooks/Chap09/9_2_Implicit_Regularization.ipynb
index 10baf36..29c240c 100644
--- a/Notebooks/Chap09/9_2_Implicit_Regularization.ipynb
+++ b/Notebooks/Chap09/9_2_Implicit_Regularization.ipynb
@@ -310,7 +310,7 @@
         "grad_path_tiny_lr = None ;\n",
         "\n",
         "\n",
-        "# TODO:  Run the gradient descent on the modified loss\n",
+        "# TODO:  Run the gradient descent on the unmodified loss\n",
         "# function with 100 steps and a very small learning rate alpha of 0.05\n",
         "# Replace this line:\n",
         "grad_path_typical_lr = None ;\n",
@@ -335,4 +335,4 @@
       }
     }
   ]
-}
\ No newline at end of file
+}