diff --git a/INL_Talk.tex b/INL_Talk.tex
index 386e011..105acbf 100644
--- a/INL_Talk.tex
+++ b/INL_Talk.tex
@@ -95,8 +95,10 @@ Provide applied economic insight to support decision-making across Wyoming. The
 \section{Background}
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%
 \begin{frame}{About Wyoming}
+\begin{columns}
+	\begin{column}{0.6\textwidth}
 	\begin{itemize}
-	\item{Least populated U.S. State}
+	\item{Least populated state}
 	\item{Energy economy}
 		\begin{enumerate}
 			\item Most coal
@@ -104,8 +106,14 @@ Provide applied economic insight to support decision-making across Wyoming. The
 			\item Wind
 			\item Data centers
 		\end{enumerate}
-	\item{Commerical advanced reactor}
+	\item Yellowstone and tourism
 \end{itemize}
+	\end{column}
+	\begin{column}{0.4\textwidth}
+		\includegraphics[width=\textwidth]{Wyoming}
+	\end{column}
+\end{columns}
+
 \end{frame}
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%
 \begin{frame}[c]{United States Coal Production 2001-2024}
@@ -128,9 +136,6 @@ Provide applied economic insight to support decision-making across Wyoming. The
 }
 \only<3>{\includegraphics[width=\textwidth]{Time_Series}}
 \end{frame}
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-
-
 %%%%%%%%%%%%%%%%%%%%%%%%%
 \begin{frame}{Is Nuclear Energy the Solution?}
 \begin{columns}
@@ -178,7 +183,8 @@ Provide applied economic insight to support decision-making across Wyoming. The
 		\href{https://www.uwyo.edu/ser/_files/docs/research/publications/cerpa-nuclear6-paper.pdf}{\includegraphics[width=\textwidth]{cerpa-publications-nuclear6.png}}
 		\small
 		\centering
-	 	Electricity	
+		\only<1>{Electricity}
+		\only<2->{\textbf{Electricity}}
 	\end{column}
 	\begin{column}{0.155\textwidth}
 		\href{https://www.uwyo.edu/ser/_files/docs/research/publications/cerpa-nuclear5-paper.pdf}{\includegraphics[width=\textwidth]{cerpa-publications-nuclear5.png}}
@@ -201,7 +207,7 @@ Provide applied economic insight to support decision-making across Wyoming. The
 	\item{Identify challenges to acquire nuclear sectors in Wyoming}
 	\item{Make reports comparable across the supply chain}
 	\item{\textbf{Economic benefits}}
-	\item{\textbf{Costs}}
+	\item{Costs}
 \end{enumerate}
 }
 
@@ -226,26 +232,26 @@ Input output model challenges
 
 \end{frame}
 %%%%%%%%%%%%%%%%%%%%%%%%
-\begin{frame}{Economic Impact Choices}
-Input output model challenges
-\begin{columns}[t]
-	\begin{column}{0.6\textwidth}
-		\begin{enumerate}
-			\item<1->{Unique industry (no state data)}
-			\item<2->{New technologies}
-			\item<3->{Uncertainty in growth}
-			\item<5->{Economic linkages}
-		\end{enumerate}
-	\end{column}
-	\begin{column}{0.4\textwidth}
-		\only<1-2>{\includegraphics[width=\textwidth]{Chooz_Nuclear_Power_Plant-9361}}
-		\only<3>{\includegraphics[width=\textwidth]{Utah_Data_Center_Panorama_(cropped)}}
-		\only<4->{\includegraphics[width=\textwidth]{Nuclear_Forecast}}
-	\end{column}
-\end{columns}
-
-\end{frame}
-\section{Electricity and Reactors}
+%\begin{frame}{Economic Impact Choices}
+%Input output model challenges
+%\begin{columns}[t]
+%	\begin{column}{0.6\textwidth}
+%		\begin{enumerate}
+%			\item<1->{Unique industry (no state data)}
+%			\item<2->{New technologies}
+%			\item<3->{Uncertainty in growth}
+%			\item<5->{Economic linkages}
+%		\end{enumerate}
+%	\end{column}
+%	\begin{column}{0.4\textwidth}
+%		\only<1-2>{\includegraphics[width=\textwidth]{Chooz_Nuclear_Power_Plant-9361}}
+%		\only<3>{\includegraphics[width=\textwidth]{Utah_Data_Center_Panorama_(cropped)}}
+%		\only<4->{\includegraphics[width=\textwidth]{Nuclear_Forecast}}
+%	\end{column}
+%\end{columns}
+%
+%\end{frame}
+\section{Wyoming Nuclear Electricity Model}
 \begin{frame}[plain]
 	\centering
 	\huge
@@ -278,7 +284,6 @@ What will be the local rate of purchases and employment?
 \end{columns}
 \end{frame}
 
-
 \begin{frame}{Economic Forecast Provides Context}
 	\centering
 	\only<1>{\includegraphics[width=0.8\textwidth]{IAEA_North_America_Forecast}}
@@ -296,10 +301,13 @@ What will be the local rate of purchases and employment?
 		\end{itemize}
 \end{frame}
 %%%%%%%%%%%%%%
+\section{Input Output of a Reactor}
 \begin{frame}{Input Output Model of Nuclear Growth}
-	\centering
-	\textbf{Benchmark reactor model apples NRC reported numbers}
-\vfill
+	\vfill
+\only<1>{
+\centering
+	\textbf{Benchmark reactor model applies NRC reported numbers}
+	\vfill
 \begin{columns}
 	\begin{column}{0.55\textwidth}
 		\textbf{Model inputs by year}
@@ -318,14 +326,16 @@ What will be the local rate of purchases and employment?
 		\includegraphics[width=0.8\textwidth]{IMPLAN_Custom}
 	\end{column}
 \end{columns}
+}
+\only<2>{\includegraphics[width=\textwidth]{IMPLAN_Custom}}
 \end{frame}
 %%%%%%%%%%%%
 \begin{frame}{Single Reactor Employment Results}
 	\centering
-	\includegraphics[width=\textwidth]{Single_Reactor_Model}
+	\includegraphics[width=0.8\textwidth]{Single_Reactor_Model}
 \end{frame}
 %%%%%%%%%%%%
-\begin{frame}{Single Reactor Tax model}
+\begin{frame}{Single Reactor Tax Model}
 	\centering
 		\begin{itemize}
 			\item Direct taxes calculated 
@@ -334,12 +344,54 @@ What will be the local rate of purchases and employment?
 	\includegraphics[width=\textwidth]{Single_Reactor_Taxes}
 \end{frame}
 %%%%%%%%%%%%
+\section{Time Considerations}
 \begin{frame}{Accounting for Time with Single Reactor}
 	\includegraphics[width=\textwidth]{NPV_Table}
 \end{frame}
 \begin{frame}{Accounting for Time with Multiple Reactors}
 	\includegraphics[width=\textwidth]{Reactor_Probablity}
 \end{frame}
+\section{Model Results}
+\begin{frame}{Results}
+\includegraphics[width=\textwidth]{Results}
+\end{frame}
+\begin{frame}{Considering Downstream Effects}
+	The I-O model applies existing regional production. That may not always apply to nuclear sectors.
+	\vfill
+\begin{columns}
+	\begin{column}{0.5\textwidth}
+	\begin{itemize}
+		\onslide<1>{\item Uranium}
+		\onslide<2>{\item Fuel fabrication}
+		\onslide<3>{\item Components}
+		\onslide<4>{\item Spent fuel }
+	\end{itemize}
+\end{column}
+	\begin{column}{0.5\textwidth}
+	\only<1>{\includegraphics[width=\textwidth]{Smith-Ranch-Highland}}
+
+\only<2>{	\includegraphics[width=0.75\textwidth]{Gillet}
+\includegraphics[width=0.75\textwidth]{BWXT}}
+	\only<3>{\includegraphics[width=\textwidth]{LH}}
+\only<4>{\includegraphics[width=\textwidth]{Spent_Fuel_Article}}
+	\end{column}
+
+
+\end{columns}
+\end{frame}
+%%%%%%%%%%%%%5
+%%%%%%%%%%%%%%%%%
+\begin{frame}[plain]
+	\begin{center}
+		\huge Conclusion 
+	\end{center}
+
+\begin{center}
+\normalsize For more information contact: 
+\href{mailto:agebben@uwyo.edu}{agebben@uwyo.edu}
+\end{center}
+\end{frame}
+
 
 %%%%%%%
 \end{document}
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