Minor changes

slides/introduction.md

@@ -18,6 +18,14 @@
   </Footnote>
 </Footnotes>
 
+<!--
+- compute doubles every two years
+- energy production grows linearly at 2% per year
+
+- to meet future compute demands
+  - -> drastic improvements in energy efficiency
+-->
+
 ---
 
 ## Introduction
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 <br>
 
-#### Roofline model of GPT revisions<sup>1</sup>
+- AI workloads become increasingly memory-bound
 
 <br>
 
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   Ivo Bolsens. „Scalable AI Architectures for Edge and Cloud“, 2023.
   </Footnote>
 </Footnotes>
+
+<!--
+- Emerging AI applications become increasingly memory-bound
+- Roofline model
+- Not limited by compute power but by memory
+-> researchers begin to consider processing in memory to circumvent memory bottleneck
+-->