diff --git a/notebooks/features/graphical_models.ipynb b/notebooks/features/graphical_models.ipynb
index 3b26edae..0994c8a1 100644
--- a/notebooks/features/graphical_models.ipynb
+++ b/notebooks/features/graphical_models.ipynb
@@ -97,7 +97,7 @@
    "metadata": {},
    "source": [
     "\n",
-    "# from autofit import setup_notebook; setup_notebook()\n",
+    "from autofit import setup_notebook; setup_notebook()\n",
     "\n",
     "from os import path\n",
     "import matplotlib.pyplot as plt\n",
@@ -141,6 +141,8 @@
    "cell_type": "code",
    "metadata": {},
    "source": [
+    "# Intentional raw guard: this guards a single file, and this workspace has no\n",
+    "# should_simulate / PYAUTO_SMALL_DATASETS contract (unlike autolens/autogalaxy).\n",
     "if not path.exists(\n",
     "    path.join(\"dataset\", \"example_1d\", \"gaussian_x1__low_snr\", \"dataset_0\", \"data.json\")\n",
     "):\n",
diff --git a/notebooks/features/shared_analysis_state.ipynb b/notebooks/features/shared_analysis_state.ipynb
index 2a47e4f5..29e25cb5 100644
--- a/notebooks/features/shared_analysis_state.ipynb
+++ b/notebooks/features/shared_analysis_state.ipynb
@@ -104,7 +104,7 @@
    "metadata": {},
    "source": [
     "\n",
-    "# from autofit import setup_notebook; setup_notebook()\n",
+    "from autofit import setup_notebook; setup_notebook()\n",
     "\n",
     "from os import path\n",
     "import matplotlib.pyplot as plt\n",
@@ -147,6 +147,8 @@
    "cell_type": "code",
    "metadata": {},
    "source": [
+    "# Intentional raw guard: this guards a single file, and this workspace has no\n",
+    "# should_simulate / PYAUTO_SMALL_DATASETS contract (unlike autolens/autogalaxy).\n",
     "if not path.exists(\n",
     "    path.join(\"dataset\", \"example_1d\", \"gaussian_x1__low_snr\", \"dataset_0\", \"data.json\")\n",
     "):\n",
diff --git a/scripts/features/graphical_models.py b/scripts/features/graphical_models.py
index ec1117a9..8fbfbc27 100644
--- a/scripts/features/graphical_models.py
+++ b/scripts/features/graphical_models.py
@@ -71,6 +71,8 @@
 If the dataset does not already exist on your system, it will be created by running the corresponding
 simulator script. This ensures that all example scripts can be run without manually simulating data first.
 """
+# Intentional raw guard: this guards a single file, and this workspace has no
+# should_simulate / PYAUTO_SMALL_DATASETS contract (unlike autolens/autogalaxy).
 if not path.exists(
     path.join("dataset", "example_1d", "gaussian_x1__low_snr", "dataset_0", "data.json")
 ):
diff --git a/scripts/features/shared_analysis_state.py b/scripts/features/shared_analysis_state.py
index 0666e314..e8f76b64 100644
--- a/scripts/features/shared_analysis_state.py
+++ b/scripts/features/shared_analysis_state.py
@@ -77,6 +77,8 @@
 
 If the dataset does not already exist on your system, it will be created by running the corresponding simulator script.
 """
+# Intentional raw guard: this guards a single file, and this workspace has no
+# should_simulate / PYAUTO_SMALL_DATASETS contract (unlike autolens/autogalaxy).
 if not path.exists(
     path.join("dataset", "example_1d", "gaussian_x1__low_snr", "dataset_0", "data.json")
 ):