diff --git a/Bitcoin/Sections/About_me.tex b/Bitcoin/Sections/About_me.tex
index 102d68e..949c66a 100644
--- a/Bitcoin/Sections/About_me.tex
+++ b/Bitcoin/Sections/About_me.tex
@@ -13,7 +13,7 @@
         \begin{itemize}
 		\item{Coding and Linux}
 		\item{Fly fishing}
-		\item{Foraging}
+		\item{Camping}
 	\end{itemize}
 
         \column{.5\textwidth} % Right column and width
diff --git a/Bitcoin/Sections/Background.tex b/Bitcoin/Sections/Background.tex
index aec0de6..84600e9 100644
--- a/Bitcoin/Sections/Background.tex
+++ b/Bitcoin/Sections/Background.tex
@@ -41,7 +41,7 @@
     \begin{columns}[c] % The "c" option specifies centered vertical alignment while the "t" option is used for top vertical alignment
 
         \column{.45\textwidth} % Left column and width
-        \textbf{Factors of the Wyoming market}
+        \textbf{Factors of the Wyoming Market}
         \begin{itemize}
             \item Increasing flaring rates
             \item Regulatory concerns about emissions 
@@ -53,11 +53,7 @@
 
         \column{.5\textwidth} % Right column and width
 	Percentage of U.S. Flaring by State
-	\includegraphics[width=\columnwidth,height=\textheight,keepaspectratio]{./img/flared.jpeg}
-
-	Filler: Include heat map of U.S. flaring
-
-
+	\includegraphics[width=\columnwidth,height=0.85\textheight,keepaspectratio]{./img/flared.jpeg}
     \end{columns}
 \end{frame}
 
diff --git a/Bitcoin/Sections/Key_Questions.tex b/Bitcoin/Sections/Key_Questions.tex
index 742741a..53cd362 100644
--- a/Bitcoin/Sections/Key_Questions.tex
+++ b/Bitcoin/Sections/Key_Questions.tex
@@ -1,31 +1,43 @@
 %------------------------------------------------
-
 \begin{frame}{Key Questions}
-	\textbf{What are the long run regional welfare changes that can be expected as Bitcoin mining becomes a coproduct of oil?}
-\pause
+
+	\textbf{What are the long term regional welfare changes that can be expected as Bitcoin mining becomes a coproduct of oil?}
+	\begin{enumerate}
+		\item{How much extra revenue will oil producers receive?}
+		\item{How will levels of drilling change}
+		\item{How will the location of of drilling change}
+	\end{enumerate}
+\end{frame}
+
+\begin{frame}{Strategy}
     \begin{itemize}
-        \item What type of incentives are created?
+	    \item{Identify the incetives }
 		\begin{itemize}
-			\item{Microeconomics model of Bitcoin mining \& oil production choices}
+			\item{Microeconomics model of Bitcoin mining}
+			\item{Upstream Oil production model}
+
+
 		\end{itemize}
  	\pause
-        \item What is the regional distribution of these incentives?
+\item{Find regional variation of the incentives}
 		\begin{itemize}
-			\item{Collection of well attribute data}
+			\item{Collect well atirbute data}
+			\item{Estimate value of gas with Bitcoin mining}
 		\end{itemize}
  	\pause
-	\item How might producers respond in each region? 
+\item{Idenitfy responses of oil producers in each region} 
 		\begin{itemize}
+		\item{Estimate response to oil and gas price changes}
 			\item{Econometric estimates state-basin level elasticity of supply}
+			\item{Forecast new wells, oil production}
 		\end{itemize}
  	\pause
-        \item How will consumer and producer welfare change? 
+\item{\emph{Future Work:} Estimate other welfare changes }
 		\begin{itemize}
-			\item{Model revenue changes}
 			\item{Engineering based pollution estimates}
 			\item{Local externality counterfactual}
 		\end{itemize}
 \end{itemize}
 \pause
-\textbf{Results in counterfactual oil production by geologic basin and state, in key metrics.}
+%\textbf{Results in counterfactual oil production by geologic basin and state, in key metrics.}
 \end{frame}