diff --git a/www/presentations/semantic-web/slides.pdf b/www/presentations/semantic-web/slides.pdf
index 5ce643d..90eb987 100644
Binary files a/www/presentations/semantic-web/slides.pdf and b/www/presentations/semantic-web/slides.pdf differ
diff --git a/www/presentations/semantic-web/slides.tex b/www/presentations/semantic-web/slides.tex
index 567c461..6dfa8f0 100644
--- a/www/presentations/semantic-web/slides.tex
+++ b/www/presentations/semantic-web/slides.tex
@@ -26,6 +26,67 @@
     \titlepage
 \end{frame}
 
+\begin{frame}
+	\frametitle{About Me}
+	\begin{itemize}
+	    \item Doing knowledge representation research at UoA
+		\begin{itemize}
+		    \item Computer languages for human knowledge
+		\end{itemize}
+		\item The Semantic Web overlaps with my research
+	\end{itemize}
+\end{frame}
+
+\begin{frame}
+    \frametitle{A Technical Writing Problem}
+    \begin{itemize}
+        \item Thesis of papers
+        \pause
+        \item Typical math paper structure:
+        \begin{itemize}
+            \item Preliminaries
+            \begin{itemize}
+                \item Redefine definitions from other papers
+                \item Adjust definitions, use different notation, express in a equivalent, different manner
+            \end{itemize}
+            \item The technical contributions
+        \end{itemize}
+    \end{itemize}
+    \pause
+    \item Consolidating papers is {\bf really} hard
+\end{frame}
+
+\begin{frame}
+    \frametitle{Consolidating Papers}
+    \begin{itemize}
+        \item First, find overlap in the preliminaries sections
+        \pause
+        \item Rectify differences
+        \begin{itemize}
+            \item E.g. paper one calls thingamajig a thingamabob, but paper two calls them doohickeys.
+            \item The combined work should use the same terms throughout for the same object
+            \begin{itemize}
+                \item It should be consistent
+            \end{itemize}
+        \end{itemize}
+        \pause
+        \item A system to make this easier?
+        \begin{enumerate}
+            \item Verify that vocabulary is consistent (only one word per thing)
+            \item Make sure that every technical concept is defined somewhere
+            \item Enhance document with links to definintion
+        \end{enumerate}
+    \end{itemize}
+\end{frame}
+
+\begin{frame}
+    \frametitle{What is the Semantic Web?}
+
+    \begin{itemize}
+        \item Internet of unstructured documents (current)
+        \item Internet of knowledge (semantic web)
+    \end{itemize}
+\end{frame}
 
 \begin{frame}
  \frametitle{A Brief History of Internet ``Versions''}
@@ -50,18 +111,22 @@
     \begin{itemize}
      \item Hundreds of ``Web 2.0'' books sold
         \pause
-        \item But... versions do signal a push for change
+        \item But... versions do signal a push for
+        \begin{itemize}
+            \item an epoch
+        \end{itemize}
     \end{itemize}
 
 \end{frame}
 
 \begin{frame}
- \frametitle{What is Web 3.0?}
+ \frametitle{The Semantic Web: Web 3.0}
 
  \begin{itemize}
-     \item In the 2010s, people were pushing the Semantic Web as Web 3.0
+     \item 2010s, people pushed the Semantic Web as Web 3.0
   \begin{itemize}
-      \item Academics
+      \item Mainly academics
+      \item Low industry adoption
   \end{itemize}
  \end{itemize}
 \end{frame}
@@ -249,7 +314,7 @@ was a 3 foot tall
     \item Someone can write a fanfic of our fanfic to cite and incorporate a new creature we define
     \item Someone browsing for stories can search to find all works that incorporate our creature
     \begin{itemize}
-        \item All usages are self-reported, therefore not susceptible to AI slop errors.
+        \item If usages are self-reported, therefore not susceptible to AI slop errors.
     \end{itemize}
 \end{itemize}
 \end{frame}
@@ -271,7 +336,7 @@ was a 3 foot tall
 \begin{quote}
   ``A technology dies first when people stop using it, and then again when its name is lost. ''
   \vskip 1em
-  \hfill -- Unknown
+  \hfill -- Made up
 \end{quote}
 \pause
     \begin{itemize}
@@ -319,7 +384,7 @@ was a 3 foot tall
 \end{frame}
 
 \begin{frame}
-    \frametitle{Semantic Web Technologys}
+    \frametitle{Semantic Web Technologies}
     \begin{itemize}
         \item RDF
         \begin{itemize}
@@ -339,6 +404,14 @@ was a 3 foot tall
     \end{itemize}
 \end{frame}
 
+\begin{frame}
+	\frametitle{The Semantic Web in the Wild}
+
+	\begin{itemize}
+	    \item ActivityPub
+	\end{itemize}
+\end{frame}
+
 \begin{frame}
 \frametitle{How to Get Started}
     \begin{enumerate}
@@ -351,11 +424,11 @@ was a 3 foot tall
     \end{enumerate}
 \end{frame}
 
-\begin{frame}
-\frametitle{Exercise}
-    \begin{itemize}
-        \item Annotate HTML with RDFa, then verify using an RDF extractor
-    \end{itemize}
-\end{frame}
+% \begin{frame}
+% \frametitle{Exercise}
+%     \begin{itemize}
+%         \item Annotate HTML with RDFa, then verify using an RDF extractor
+%     \end{itemize}
+% \end{frame}
 
 \end{document}