diff --git a/src/final_presentation/main.tex b/src/final_presentation/main.tex
index 12b557e..ec2f7b5 100644
--- a/src/final_presentation/main.tex
+++ b/src/final_presentation/main.tex
@@ -154,6 +154,16 @@
     long=belief propagation
 }
 
+\DeclareAcronym{vn}{
+    short=VN,
+    long=variable node
+}
+
+\DeclareAcronym{cn}{
+    short=CN,
+    long=check node
+}
+
 \DeclareAcronym{spa}{
     short=SPA,
     long=sum-product algorithm
@@ -1760,11 +1770,12 @@
                         \schlagwort{commit region} (part of the
                         window with no overlap)
                     \item \schlagwort{update syndrome} of overlapping region
+                    \item move to next window
                 \end{itemize}
             }
     \end{itemize}
 
-    \vspace*{20mm}
+    \vspace*{12mm}
 
     \addreferencesmanual
     {HP23}{
@@ -1784,6 +1795,124 @@
 \subsection{Soft-Information-Aware Sliding-Window Decoding}
 \label{subsec:Soft-Information-Aware Sliding-Window Decoding}
 
+\begin{frame}
+    \frametitle{Soft-Information-Aware Sliding-Window\\ Decoding}
+
+    \begin{itemize}
+        \item Perform \schlagwort{warm-start} by initializing with
+            soft information from previous window
+    \end{itemize}
+
+    \vspace*{-5mm}
+
+    \begin{figure}[H]
+        \centering
+
+        \tikzset{
+            VN/.style={
+                circle, fill=kit-green,
+                inner sep=1.5mm,
+            },
+            CN/.style={
+                rectangle, fill=kit-blue,
+                inner sep=1.8mm,
+            },
+        }
+
+        \begin{tikzpicture}[node distance = 7mm]
+            \node[VN]                  (vn00) {};
+            \node[VN, below = of vn00] (vn01) {};
+            \node[VN, below = of vn01] (vn02) {};
+            \node[VN, below = of vn02] (vn03) {};
+            \node[VN, below = of vn03] (vn04) {};
+
+            \coordinate (temp) at ($(vn01)!0.5!(vn02)$);
+
+            \node[CN, left =15mm of temp] (cn00) {};
+            \node[CN, below = of cn00] (cn01) {};
+
+            \draw (vn00) -- (cn00);
+            \draw (vn01) -- (cn00);
+            \draw (vn03) -- (cn00);
+            \draw (vn01) -- (cn01);
+            \draw (vn02) -- (cn01);
+            \draw (vn04) -- (cn01);
+
+            \foreach \i in {1,2,3,4} {
+                \pgfmathtruncatemacro{\prev}{\i-1}
+
+                \node[VN, right = 35mm of vn\prev 0] (vn\i0) {};
+                \node[VN, below = of vn\i0]          (vn\i1) {};
+                \node[VN, below = of vn\i1]          (vn\i2) {};
+                \node[VN, below = of vn\i2]          (vn\i3) {};
+                \node[VN, below = of vn\i3]          (vn\i4) {};
+
+                \coordinate (temp) at ($(vn\i1)!0.5!(vn\i2)$);
+
+                \node[CN, left = 15mm of temp] (cn\i0) {};
+                \node[CN, below = of cn\i0]     (cn\i1) {};
+
+                \draw (vn\i0) -- (cn\i0);
+                \draw (vn\i1) -- (cn\i0);
+                \draw (vn\i3) -- (cn\i0);
+                \draw (vn\i1) -- (cn\i1);
+                \draw (vn\i2) -- (cn\i1);
+                \draw (vn\i4) -- (cn\i1);
+            }
+
+            \foreach \i in {1,2,3,4} {
+                \pgfmathtruncatemacro{\prev}{\i-1}
+
+                \draw (vn\prev 3) -- (cn\i 0);
+                \draw (vn\prev 4) -- (cn\i 1);
+            }
+
+            \node[
+                draw, inner sep=5mm,line width=1pt,
+                fit=(vn00)(vn04)(cn00)(cn01)(vn20)(vn24)(cn20)(cn21)
+            ]
+            (box1) {};
+            \node[
+                draw, dashed, inner sep=5mm, inner ysep=8mm,line width=1pt,
+                fit=(vn10)(vn14)(cn10)(cn11)(vn30)(vn34)(cn30)(cn31)
+            ]
+            (box2) {};
+
+            % Marker for solid box (positions 0–2)
+            \draw[line width=1pt] ([yshift=-5mm, line width=1pt]box1.south west)
+            -- ++(0,-4mm)
+            coordinate (dim1l);
+            \draw[line width=1pt] ([yshift=-5mm]box1.south east)
+            -- ++(0,-4mm)
+            coordinate (dim1r);
+            \draw[{Latex}-{Latex}, line width=1pt]
+            ([yshift=-2mm]dim1l) -- ([yshift=-2mm]dim1r)
+            node[midway, below=2pt] {$W$};
+
+            % Marker for step size F on top
+            \draw[line width=1pt] ([yshift=3mm]box2.north west)
+            -- ++(0,4mm)
+            coordinate (dim3l);
+            \draw[line width=1pt] ([yshift=3mm]box2.north west -|
+            box1.north west)
+            -- ++(0,4mm)
+            coordinate (dim3r);
+            \draw[{Latex}-{Latex}, line width=1pt]
+            ([yshift=2mm]dim3l) -- ([yshift=2mm]dim3r)
+            node[midway, above=2pt] {$F$};
+
+            \draw[-{Latex}, line width=1pt] ([yshift=8mm] box1.north
+            east) -- ++(35mm,0);
+        \end{tikzpicture}
+    \end{figure}
+
+    \vspace*{-5mm}
+
+    \begin{itemize}
+        \item Pass \ac{cn} to \ac{vn} messages
+    \end{itemize}
+\end{frame}
+
 \begin{frame}
     \frametitle{BP Performance: Window Size I}
 
@@ -1932,8 +2061,8 @@
                         {3/kit-red,4/kit-blue,5/kit-orange} {
                             \edef\temp{\noexpand
                                 \addplot+[mark=o, line width=2pt,
-                                densely dashed, gray, opacity=0.4,
-forget plot]
+                                    densely dashed, gray, opacity=0.4,
+                                forget plot]
                                 table[
                                     col sep=comma, x=physical_p,
                                     y=LER_per_round,
@@ -2068,8 +2197,8 @@ forget plot]
                         {3/kit-red,4/kit-blue,5/kit-orange} {
                             \edef\temp{\noexpand
                                 \addplot+[mark=o, line width=2pt,
-                                densely dashed, gray, opacity=0.4,
-forget plot]
+                                    densely dashed, gray, opacity=0.4,
+                                forget plot]
                                 table[
                                     col sep=comma, x=physical_p,
                                     y=LER_per_round,
@@ -2354,8 +2483,8 @@ forget plot]
 
                             \edef\temp{\noexpand
                                 \addplot+[mark=o, line width=2pt,
-                                forget plot, densely dashed, gray,
-opacity=0.4]
+                                    forget plot, densely dashed, gray,
+                                opacity=0.4]
                                 table[
                                     col sep=comma, x=physical_p,
                                     y=LER_per_round,
@@ -2458,8 +2587,8 @@ opacity=0.4]
 
                             \edef\temp{\noexpand
                                 \addplot+[mark=o, line width=2pt,
-                                forget plot, densely dashed, gray,
-opacity=0.4]
+                                    forget plot, densely dashed, gray,
+                                opacity=0.4]
                                 table[
                                     col sep=comma, x=physical_p,
                                     y=LER_per_round,
@@ -2611,33 +2740,89 @@ opacity=0.4]
 \begin{frame}[fragile]
     \frametitle{BP with Guided Decimation}
 
-    \begin{itemize}
-        \item After every $T$ \ac{bp} iterations, fix most reliable
-            variable node
+    \begin{minipage}{0.5\textwidth}
+        \vspace*{-10mm}
+        \centering
+        \begin{itemize}
+            \item After every $T$ \ac{bp} iterations
+                \citereferencemanual{YLH+24}
+                \begin{itemize}
+                    \item perform hard decision on most reliable \ac{vn}
+                    \item exclude \ac{vn} from further decoding
+                \end{itemize}
+                \vspace*{10mm}
+            \item Mitigates problems due to degeneracy \\
+                $\rightarrow$ Decoder is encouraged to focus on \\
+                \hspace{9mm} one solution
+        \end{itemize}
+    \end{minipage}%
+    \begin{minipage}{0.5\textwidth}
+        \visible<2->{
+            \centering
+            \vspace*{-10mm}
 
-    \end{itemize}
+            \begin{itemize}
+                \item $[[882, 24, 18 \le d \le 24]]$ - generalized
+                    hypergraph product (GHP) code, \\
+                    bit-flip noise \citereferencemanual{YLH+24}
+            \end{itemize}
 
-    % \begin{minipage}{0.65\textwidth}
-    %     \centering
-    %     \begin{algorithm}[H]
-    %         \caption{BP with guided decimation (BPGD)
-    %         \citereferencemanual{YLH+24}}
-    %         \begin{algorithmic}[1]
-    %             \STATE \textbf{for} $r=1$ \textbf{to} $n$ \textbf{do}
-    %             \STATE \hspace{5mm} Run $T$ BP iterations
-    %             \STATE $\hat{x} \leftarrow$
-    %             \STATE \textbf{done}
-    %         \end{algorithmic}
-    %     \end{algorithm}
-    % \end{minipage}%
-    % \begin{minipage}{0.35\textwidth}
-    %     \centering
-    %     \begin{itemize}
-    %         \item asdf
-    %     \end{itemize}
-    % \end{minipage}
+            \vspace*{-5mm}
 
-    \vspace*{15mm}
+            \begin{figure}[H]
+                \centering
+
+                \begin{tikzpicture}
+                    \begin{axis}[
+                            width=13cm,
+                            height=9cm,
+                            ymode=log,
+                            legend pos = south east,
+                            ymin=1e-6, ymax=1,
+                            enlargelimits=false,
+                            legend style={
+                                cells={anchor=west},
+                                cells={align=left},
+                            },
+                            xlabel = {Physical error rate},
+                            ylabel = {Frame error rate},
+                            xtick={0.04,0.05,...,0.1},
+                            xticklabel style={/pgf/number format/fixed},
+                            xticklabel style={/pgf/number format/precision=4},
+                            grid=both,
+                        ]
+                        \addplot+[mark=o, line width=2pt, black]
+                        table[col sep=comma, x=p, y=FER]
+                        {res/literature/yao_bp.csv};
+                        \addlegendentry{BP}
+
+                        \addplot+[mark=o, line width=2pt, kit-green]
+                        table[col sep=comma, x=p, y=FER]
+                        {res/literature/yao_bpgd_1.csv};
+                        \addlegendentry{BPGD, $T = 1$}
+
+                        \addplot+[mark=o, line width=2pt, kit-red]
+                        table[col sep=comma, x=p, y=FER]
+                        {res/literature/yao_bpgd_10.csv};
+                        \addlegendentry{BPGD, $T = 10$}
+
+                        \addplot+[mark=o, line width=2pt, kit-blue]
+                        table[col sep=comma, x=p, y=FER]
+                        {res/literature/yao_bpgd_70.csv};
+                        \addlegendentry{BPGD, $T = 70$}
+
+                        \addplot+[mark=o, line width=2pt, kit-orange]
+                        table[col sep=comma, x=p, y=FER]
+                        {res/literature/yao_bpgd_100.csv};
+                        \addlegendentry{BPGD, $T = 100$}
+
+                    \end{axis}
+                \end{tikzpicture}
+            \end{figure}
+        }
+    \end{minipage}
+
+    \vspace*{2mm}
 
     \addreferencesmanual
     {YLH+24}{Hanwen Yao et al. ``Belief propagation decoding of quantum
@@ -2797,8 +2982,8 @@ opacity=0.4]
                         {3/kit-red,4/kit-blue,5/kit-orange} {
                             \edef\temp{\noexpand
                                 \addplot+[mark=o, line width=2pt,
-                                densely dashed, gray, opacity=0.4,
-forget plot]
+                                    densely dashed, gray, opacity=0.4,
+                                forget plot]
                                 table[
                                     col sep=comma, x=physical_p,
                                     y=LER_per_round,
@@ -2849,6 +3034,7 @@ forget plot]
                 \item \ac{spa} + \ac{gd} decoder
                 \item Parameters
                     \begin{itemize}
+                        \item $T = 1$
                         \item $n_\text{iterations} = 200$
                         \item $F = 1$
                     \end{itemize}
@@ -2933,8 +3119,8 @@ forget plot]
                         {3/kit-red,4/kit-blue,5/kit-orange} {
                             \edef\temp{\noexpand
                                 \addplot+[mark=o, line width=2pt,
-                                densely dashed, gray, opacity=0.4,
-forget plot]
+                                    densely dashed, gray, opacity=0.4,
+                                forget plot]
                                 table[
                                     col sep=comma, x=physical_p,
                                     y=LER_per_round,
@@ -2985,6 +3171,7 @@ forget plot]
                 \item \ac{spa} + \ac{gd} decoder
                 \item Parameters
                     \begin{itemize}
+                        \item $T = 1$
                         \item $n_\text{iterations} = n $
                         \item $F = 1$
                     \end{itemize}
@@ -3076,6 +3263,7 @@ forget plot]
             \item \ac{spa} + \ac{gd} decoder
             \item Parameters
                 \begin{itemize}
+                    \item $T = 1$
                     \item $p = 0.0025$
                     \item $F = 1$
                 \end{itemize}
@@ -3167,6 +3355,7 @@ forget plot]
                 \item \ac{spa} + \ac{gd} decoder
                 \item Parameters
                     \begin{itemize}
+                        \item $T = 1$
                         \item $n_\text{iterations} = 32$
                         \item $W = 5$
                     \end{itemize}
@@ -3219,8 +3408,8 @@ forget plot]
 
                             \edef\temp{\noexpand
                                 \addplot+[mark=o, line width=2pt,
-                                forget plot, densely dashed, gray,
-opacity=0.4]
+                                    forget plot, densely dashed, gray,
+                                opacity=0.4]
                                 table[
                                     col sep=comma, x=physical_p,
                                     y=LER_per_round,
@@ -3271,6 +3460,7 @@ opacity=0.4]
                 \item \ac{spa} + \ac{gd} decoder
                 \item Parameters
                     \begin{itemize}
+                        \item $T = 1$
                         \item $n_\text{iterations} = 200$
                         \item $W = 5$
                     \end{itemize}
@@ -3323,8 +3513,8 @@ opacity=0.4]
 
                             \edef\temp{\noexpand
                                 \addplot+[mark=o, line width=2pt,
-                                forget plot, densely dashed, gray,
-opacity=0.4]
+                                    forget plot, densely dashed, gray,
+                                opacity=0.4]
                                 table[
                                     col sep=comma, x=physical_p,
                                     y=LER_per_round,
@@ -3375,6 +3565,7 @@ opacity=0.4]
                 \item \ac{spa} + \ac{gd} decoder
                 \item Parameters
                     \begin{itemize}
+                        \item $T = 1$
                         \item $n_\text{iterations} = 5000$
                         \item $W = 5$
                     \end{itemize}
@@ -3466,6 +3657,7 @@ opacity=0.4]
             \item \ac{spa} + \ac{gd} decoder
             \item Parameters
                 \begin{itemize}
+                    \item $T = 1$
                     \item $p = 0.0025$
                     \item $W = 5$
                 \end{itemize}
@@ -3780,7 +3972,7 @@ opacity=0.4]
         \begin{itemize}
             \item BP with guided decimation (BPGD) \\
                 $\rightarrow$ Iteratively fix most reliable
-                variable node (VN)
+                \ac{vn}
                 \vspace*{10mm}
             \item \schlagwort{Guided decimation guessing} (GDG)
                 \citereferencemanual{GCR24}
diff --git a/src/final_presentation/res/literature/yao_bp.csv b/src/final_presentation/res/literature/yao_bp.csv
new file mode 100644
index 0000000..7369d07
--- /dev/null
+++ b/src/final_presentation/res/literature/yao_bp.csv
@@ -0,0 +1,8 @@
+p, FER
+0.040000, 0.043667
+0.049986, 0.087737
+0.059972, 0.148066
+0.069958, 0.255386
+0.079945, 0.460128
+0.089931, 0.759770
+0.100000, 0.965714
diff --git a/src/final_presentation/res/literature/yao_bpgd_1.csv b/src/final_presentation/res/literature/yao_bpgd_1.csv
new file mode 100644
index 0000000..0d00005
--- /dev/null
+++ b/src/final_presentation/res/literature/yao_bpgd_1.csv
@@ -0,0 +1,8 @@
+p, FER
+0.040083, 0.000029
+0.049986, 0.000393
+0.059972, 0.006271
+0.069958, 0.055503
+0.080028, 0.244488
+0.090014, 0.559895
+0.100000, 0.904565
diff --git a/src/final_presentation/res/literature/yao_bpgd_10.csv b/src/final_presentation/res/literature/yao_bpgd_10.csv
new file mode 100644
index 0000000..bf5abe1
--- /dev/null
+++ b/src/final_presentation/res/literature/yao_bpgd_10.csv
@@ -0,0 +1,8 @@
+p, FER
+0.039917, 0.000006
+0.049986, 0.000179
+0.059972, 0.003882
+0.070042, 0.038312
+0.080028, 0.229007
+0.090014, 0.610921
+0.100083, 0.885054
diff --git a/src/final_presentation/res/literature/yao_bpgd_100.csv b/src/final_presentation/res/literature/yao_bpgd_100.csv
new file mode 100644
index 0000000..c5e01a5
--- /dev/null
+++ b/src/final_presentation/res/literature/yao_bpgd_100.csv
@@ -0,0 +1,8 @@
+p, FER
+0.040083, 0.000001
+0.050153, 0.000095
+0.060139, 0.003121
+0.070125, 0.036677
+0.079945, 0.255386
+0.090014, 0.513130
+0.100000, 0.847287
diff --git a/src/final_presentation/res/literature/yao_bpgd_70.csv b/src/final_presentation/res/literature/yao_bpgd_70.csv
new file mode 100644
index 0000000..038e2c8
--- /dev/null
+++ b/src/final_presentation/res/literature/yao_bpgd_70.csv
@@ -0,0 +1,8 @@
+p, FER
+0.040000, 0.000002
+0.049986, 0.000119
+0.060055, 0.003716
+0.069958, 0.042725
+0.080111, 0.224068
+0.090014, 0.572237
+0.100000, 0.904565