diff --git a/notebooks/part0_python_intro/00_python_basics_review.ipynb b/notebooks/part0_python_intro/00_python_basics_review.ipynb
index f2e6a654..c57f2885 100644
--- a/notebooks/part0_python_intro/00_python_basics_review.ipynb
+++ b/notebooks/part0_python_intro/00_python_basics_review.ipynb
@@ -1363,7 +1363,7 @@
     "    * `help(os)` brings up docstrings in the output window\n",
     "    * `?os` opens a separate pane below (that you can kick out to another tab using a button next to the X)  \n",
     "  \n",
-    "6. what about chatGPT? For sure, you can try to get chatGPT to write your code. It's pretty effective, but definitely you need to verify what it suggests!\n"
+    "6. How about AI? Copilot, ChatGPT, etc.?\n"
    ]
   },
   {
@@ -1371,7 +1371,11 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "from IPython.display import Image, display\n",
+    "\n",
+    "display(Image(filename='./data/lex.png', width=400))\n"
+   ]
   }
  ],
  "metadata": {
diff --git a/notebooks/part0_python_intro/02_Namespace_objects_modules_packages.ipynb b/notebooks/part0_python_intro/02_Namespace_objects_modules_packages.ipynb
index 9ffb568b..0ae159f7 100644
--- a/notebooks/part0_python_intro/02_Namespace_objects_modules_packages.ipynb
+++ b/notebooks/part0_python_intro/02_Namespace_objects_modules_packages.ipynb
@@ -16,9 +16,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "b263fdce",
-   "metadata": {
-    "scrolled": true
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "import this"
@@ -1643,18 +1641,6 @@
    "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.12.11"
   }
  },
  "nbformat": 4,
diff --git a/notebooks/part0_python_intro/08_pandas.ipynb b/notebooks/part0_python_intro/08_pandas.ipynb
index e6ac63ed..d45bbdf2 100644
--- a/notebooks/part0_python_intro/08_pandas.ipynb
+++ b/notebooks/part0_python_intro/08_pandas.ipynb
@@ -1662,18 +1662,6 @@
    "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.12.11"
   }
  },
  "nbformat": 4,
diff --git a/notebooks/part1_flopy/04_Modelgrid_and_intersection.ipynb b/notebooks/part1_flopy/04_Modelgrid_and_intersection.ipynb
index 3b00b907..0c5c6a81 100644
--- a/notebooks/part1_flopy/04_Modelgrid_and_intersection.ipynb
+++ b/notebooks/part1_flopy/04_Modelgrid_and_intersection.ipynb
@@ -1495,18 +1495,6 @@
    "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.12.11"
   }
  },
  "nbformat": 4,
diff --git a/notebooks/part1_flopy/05_Unstructured_Grid_generation.ipynb b/notebooks/part1_flopy/05_Unstructured_Grid_generation.ipynb
index 301c39ee..0c4d76ac 100644
--- a/notebooks/part1_flopy/05_Unstructured_Grid_generation.ipynb
+++ b/notebooks/part1_flopy/05_Unstructured_Grid_generation.ipynb
@@ -1799,18 +1799,6 @@
    "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.12.11"
   }
  },
  "nbformat": 4,
diff --git a/notebooks/part1_flopy/07-stream_capture_voronoi.ipynb b/notebooks/part1_flopy/07-stream_capture_voronoi.ipynb
index ec1e176f..bddf6030 100644
--- a/notebooks/part1_flopy/07-stream_capture_voronoi.ipynb
+++ b/notebooks/part1_flopy/07-stream_capture_voronoi.ipynb
@@ -6,9 +6,19 @@
    "metadata": {},
    "source": [
     "# Project to make a capture map similar to the approach documented in \n",
-    "_Leake, S.A., Reeves, H.W. and Dickinson, J.E., 2010. A new capture fraction method to map how pumpage affects surface water flow. Groundwater, 48(5), pp.690-700._ From the late, great Stan Leake (1951-2022)  \n",
-    "<img width=\"10%\" height=\"auto\" src=\"./figures/dearoldstan.jpg?raw=true\" align=\"center\">\n",
-    "<img width=\"30%\" height=\"auto\" src=\"./figures/Leake_capture_map.png?raw=true\" align=\"center\">"
+    "_Leake, S.A., Reeves, H.W. and Dickinson, J.E., 2010. A new capture fraction method to map how pumpage affects surface water flow. Groundwater, 48(5), pp.690-700._ From the late, great Stan Leake (1951-2022)  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c89275ab-e9e4-449e-be9d-87b95cd93ffb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from IPython.display import Image, display\n",
+    "display(Image(filename='./figures/dearoldstan.jpg', width=150))\n",
+    "display(Image(filename='./figures/Leake_capture_map.png', width=300))"
    ]
   },
   {
diff --git a/notebooks/part1_flopy/09-gwt-voronoi-demo.ipynb b/notebooks/part1_flopy/09-gwt-voronoi-demo.ipynb
index 10af007b..476af127 100644
--- a/notebooks/part1_flopy/09-gwt-voronoi-demo.ipynb
+++ b/notebooks/part1_flopy/09-gwt-voronoi-demo.ipynb
@@ -471,7 +471,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "pyclass",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   }