diff --git a/docs/index.html b/docs/index.html
index 3e904df4..efe5bd26 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -220,7 +220,11 @@
       <div id="figure1">
       </div>
       <script src="js/figure1.js"></script>
-      <figcaption>Example of probabilistic predictions TODO: complete.</figcaption>
+      <figcaption>Example of probabilistic predictions <d-math>p(y|x)</d-math>.
+        Left: samples <d-math>(y,x)</d-math>.
+        Right: learned conditional distribution <d-math>p(y|x)</d-math> for a given <d-math>x</d-math>.<br>
+        The value of <d-math>x</d-math> can be changed by dragging the slider.
+      </figcaption>
     </figure>
 
     <h2>Treeffuser</h2>
@@ -974,12 +978,12 @@ <h2>Displaying code snippets</h2>
 
   <d-appendix>
 
-    <h3>Contributions</h3>
-    <p>Some text describing who did what: Alessandro did the parmigiana.</p>
-    <h3>Reviewers</h3>
-    <p>Some text with links describing who reviewed the article.</p>
+<!--    <h3>Contributions</h3>-->
+<!--    <p>Some text describing who did what: Alessandro did the parmigiana.</p>-->
+<!--    <h3>Reviewers</h3>-->
+<!--    <p>Some text with links describing who reviewed the article.</p>-->
 
-    <d-bibliography src="bibliography.bib"></d-bibliography>
+<!--    <d-bibliography src="bibliography.bib"></d-bibliography>-->
   </d-appendix>
 
   <distill-footer></distill-footer>