diff --git a/assets/Renewable_Energy_Forecasting.png b/assets/Renewable_Energy_Forecasting.png
new file mode 100644
index 0000000..9dc8880
Binary files /dev/null and b/assets/Renewable_Energy_Forecasting.png differ
diff --git a/index.qmd b/index.qmd
index 8845ecc..7a7f2f0 100644
--- a/index.qmd
+++ b/index.qmd
@@ -97,20 +97,18 @@ col_yellow <- "#FCE135"
 
 ## The beginning: June 2020
 
-<center>
-<img src="assets/allisonhorst/the_beginning_cropped.png">
-</center>
+![Artwork by [\@allison_horst](https://allisonhorst.com/)](assets/allisonhorst/the_beginning_cropped.png)
 
 ## Motivation
 
 :::: {.columns}
 
-::: {.column width="48%"}
+::: {.column width="53%"}
 
-<table style="width: 100%; border-collapse: separate; border-spacing: 0 0.7em; border: none;">
+<table style="width: 100%; border-collapse: separate; border-spacing: 0 0.8em; border: none;">
   <tr style="border: none;">
     <td style="vertical-align: top; width: 1.5em; border: none;">
-      <i class="fa fa-fw fa-network-wired" style="color:var(--col_green_10);"></i>
+      <i class="fa fa-fw fa-network-wired" style="color:var(--col_grey_9);"></i>
     </td>
     <td style="border: none;">
       Energy market liberalization created complex, interconnected trading systems
@@ -118,7 +116,7 @@ col_yellow <- "#FCE135"
   </tr>
   <tr style="border: none;">
     <td style="vertical-align: top; border: none;">
-      <i class="fa fa-fw fa-wind" style="color:var(--col_green_10);"></i>
+      <i class="fa fa-fw fa-wind" style="color:var(--col_grey_9);"></i>
     </td>
     <td style="border: none;">
       Renewable energy transition introduces uncertainty and volatility from weather-dependent generation
@@ -126,7 +124,7 @@ col_yellow <- "#FCE135"
   </tr>
   <tr style="border: none;">
     <td style="vertical-align: top; border: none;">
-      <i class="fa fa-fw fa-chart-line" style="color:var(--col_green_10);"></i>
+      <i class="fa fa-fw fa-chart-line" style="color:var(--col_grey_9);"></i>
     </td>
     <td style="border: none;">
       Traditional point forecasts are inadequate for modern energy markets with increasing uncertainty
@@ -134,7 +132,7 @@ col_yellow <- "#FCE135"
   </tr>
   <tr style="border: none;">
     <td style="vertical-align: top; border: none;">
-      <i class="fa fa-fw fa-percent" style="color:var(--col_green_10);"></i>
+      <i class="fa fa-fw fa-percent" style="color:var(--col_grey_9);"></i>
     </td>
     <td style="border: none;">
       Risk inherently *is* a probabilistic concept
@@ -142,7 +140,7 @@ col_yellow <- "#FCE135"
   </tr>
   <tr style="border: none;">
     <td style="vertical-align: top; border: none;">
-      <i class="fa fa-fw fa-dice" style="color:var(--col_green_10);"></i> 
+      <i class="fa fa-fw fa-dice" style="color:var(--col_grey_9);"></i> 
     </td>
     <td style="border: none;">
       **Probabilistic forecasting** essential for risk management, planning and decision making in volatile energy environments
@@ -150,7 +148,7 @@ col_yellow <- "#FCE135"
   </tr>
   <tr style="border: none;">
     <td style="vertical-align: top; border: none;">
-      <i class="fa fa-fw fa-sync-alt" style="color:var(--col_green_10);"></i> 
+      <i class="fa fa-fw fa-sync-alt" style="color:var(--col_grey_9);"></i> 
     </td>
     <td style="border: none;">
       **Online learning** methods needed for fast-updating models with streaming energy data
@@ -165,13 +163,19 @@ col_yellow <- "#FCE135"
 
 :::
 
-::: {.column width="48%"}
+::: {.column width="43%"}
+
+![Image generated by Sora (OpenAI)](assets/Renewable_Energy_Forecasting.png)
 
 :::
 
 ::::
 
-## Overview of the Thesis {transition="fade" transition-speed="slow" #sec-overview}
+## Overview of the Thesis {#sec-overview}
+
+::: {.r-stack}
+
+::: {.fragment .fade-in-then-out}
 
 <table style="width: 100%; border-collapse: separate; border-spacing: 0 1em; border: none;">
   <tr style="border: none;">
@@ -232,7 +236,9 @@ col_yellow <- "#FCE135"
   </tr>
 </table>
 
-## Overview of the Thesis {transition="fade" transition-speed="slow"} 
+:::
+
+::: {.fragment .fade-in-then-out}
 
 <table style="width: 100%; border-collapse: separate; border-spacing: 0 1em; border: none;">
   <tr style="border: none;">
@@ -293,7 +299,9 @@ col_yellow <- "#FCE135"
   </tr>
 </table>
 
-## Overview of the Thesis
+:::
+
+::: {.fragment .fade-in-then-out}
 
 <table style="width: 100%; border-collapse: separate; border-spacing: 0 1em; border: none;">
   <tr class = "greyed-out" style="border: none;">
@@ -354,6 +362,10 @@ col_yellow <- "#FCE135"
   </tr>
 </table>
 
+:::
+
+:::
+
 ## Overview
 
 :::: {.columns}