diff --git a/examples/cubed.ipynb b/examples/cubed.ipynb
index c23578f2..947e7251 100644
--- a/examples/cubed.ipynb
+++ b/examples/cubed.ipynb
@@ -11,7 +11,7 @@
    "source": [
     "# Cubed: an introduction\n",
     "\n",
-    "Tom White, May 2023"
+    "Tom White, November 2023"
    ]
   },
   {
@@ -539,11 +539,10 @@
    "source": [
     "# Xarray integration\n",
     "\n",
-    "* Tom Nicholas recently added [Generalize handling of chunked array types](https://github.com/pydata/xarray/pull/7019) to Xarray\n",
-    "    * Xarray can now use Cubed as its computation engine instead of Dask\n",
+    "* Tom Nicholas added [Generalize handling of chunked array types](https://github.com/pydata/xarray/pull/7019) to Xarray\n",
+    "    * Xarray can use Cubed as its computation engine instead of Dask\n",
     "    * Also needs [cubed-xarray](https://github.com/xarray-contrib/cubed-xarray) integration package\n",
-    "* Examples are coming!\n",
-    "    * See https://github.com/pangeo-data/distributed-array-examples"
+    "* Examples at https://github.com/pangeo-data/distributed-array-examples"
    ]
   },
   {
@@ -561,14 +560,16 @@
     "* Examples and use cases\n",
     "    * Pangeo\n",
     "    * sgkit\n",
-    "* Ease of use\n",
-    "* Improve Xarray integration\n",
-    "* Optimization\n",
-    "    * [Fuse connected blockwise subgraphs](https://github.com/tomwhite/cubed/issues/136)\n",
-    "    * [Support multiple outputs in blockwise](https://github.com/tomwhite/cubed/issues/69)\n",
-    "    * [Execute tasks for independent pipelines in parallel](https://github.com/tomwhite/cubed/issues/80)\n",
-    "* Improve [Array API coverage](https://github.com/tomwhite/cubed/blob/main/api_status.md)"
+    "* [Optimizations](https://github.com/tomwhite/cubed/issues?q=is%3Aissue+is%3Aopen+label%3Aoptimization)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0979b928",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -588,7 +589,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.8"
+   "version": "3.8.13"
   }
  },
  "nbformat": 4,
diff --git a/examples/cubed.slides.html b/examples/cubed.slides.html
index db71e0d2..9266073f 100644
--- a/examples/cubed.slides.html
+++ b/examples/cubed.slides.html
@@ -14659,7 +14659,7 @@
 </div>
 <div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
 </div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
-<h1 id="Cubed:-an-introduction">Cubed: an introduction<a class="anchor-link" href="#Cubed:-an-introduction">&#182;</a></h1><p>Tom White, May 2023</p>
+<h1 id="Cubed:-an-introduction">Cubed: an introduction<a class="anchor-link" href="#Cubed:-an-introduction">&#182;</a></h1><p>Tom White, November 2023</p>
 
 </div>
 </div>
@@ -15213,15 +15213,12 @@ <h1 id="Scalability-and-robustness">Scalability and robustness<a class="anchor-l
 <div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt">
 </div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput " data-mime-type="text/markdown">
 <h1 id="Xarray-integration">Xarray integration<a class="anchor-link" href="#Xarray-integration">&#182;</a></h1><ul>
-<li>Tom Nicholas recently added <a href="https://github.com/pydata/xarray/pull/7019">Generalize handling of chunked array types</a> to Xarray<ul>
-<li>Xarray can now use Cubed as its computation engine instead of Dask</li>
+<li>Tom Nicholas added <a href="https://github.com/pydata/xarray/pull/7019">Generalize handling of chunked array types</a> to Xarray<ul>
+<li>Xarray can use Cubed as its computation engine instead of Dask</li>
 <li>Also needs <a href="https://github.com/xarray-contrib/cubed-xarray">cubed-xarray</a> integration package</li>
 </ul>
 </li>
-<li>Examples are coming!<ul>
-<li>See <a href="https://github.com/pangeo-data/distributed-array-examples">https://github.com/pangeo-data/distributed-array-examples</a></li>
-</ul>
-</li>
+<li>Examples at <a href="https://github.com/pangeo-data/distributed-array-examples">https://github.com/pangeo-data/distributed-array-examples</a></li>
 </ul>
 
 </div>
@@ -15241,20 +15238,28 @@ <h1 id="Next-steps">Next steps<a class="anchor-link" href="#Next-steps">&#182;</
 <li>sgkit</li>
 </ul>
 </li>
-<li>Ease of use</li>
-<li>Improve Xarray integration</li>
-<li>Optimization<ul>
-<li><a href="https://github.com/tomwhite/cubed/issues/136">Fuse connected blockwise subgraphs</a></li>
-<li><a href="https://github.com/tomwhite/cubed/issues/69">Support multiple outputs in blockwise</a></li>
-<li><a href="https://github.com/tomwhite/cubed/issues/80">Execute tasks for independent pipelines in parallel</a></li>
-</ul>
-</li>
-<li>Improve <a href="https://github.com/tomwhite/cubed/blob/main/api_status.md">Array API coverage</a></li>
+<li><a href="https://github.com/tomwhite/cubed/issues?q=is%3Aissue+is%3Aopen+label%3Aoptimization">Optimizations</a></li>
 </ul>
 
 </div>
 </div>
 </div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell-inputWrapper">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea">
+<div class="jp-InputPrompt jp-InputArea-prompt">In&nbsp;[&nbsp;]:</div>
+<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline">
+     <div class="CodeMirror cm-s-jupyter">
+<div class=" highlight hl-ipython3"><pre><span></span>
+</pre></div>
+
+     </div>
+</div>
+</div>
+</div>
+
 </div></section></section>
 </div>
 </div>