diff --git a/presentation.pdf b/presentation.pdf
index 9e74611..140e327 100644
Binary files a/presentation.pdf and b/presentation.pdf differ
diff --git a/principal.tex b/principal.tex
index 55f2e0c..51b12b1 100644
--- a/principal.tex
+++ b/principal.tex
@@ -529,7 +529,7 @@
                 \eventspan {\decimaldate{1}{5}{2025}}{\decimaldate{1}{10}{2026}}%
                 {\textbf{\color{red} \emph{Embedding} de n\oe uds par \emph{Deep Learning}}}[red][.3][0.1]
                 \eventspan {\decimaldate{1}{4}{2026}}{\decimaldate{1}{4}{2027}}%
-                {\textbf{\color{ao(english)} Inférence de réseaux}}[ao(english)][.3][0.1]
+                {\textbf{\color{ao(english)} Inférence jointe de réseaux}}[ao(english)][.3][0.1]
                 \eventspan {\decimaldate{1}{4}{2027}}{\decimaldate{1}{10}{2027}}%
                 {\textbf{\color{gray} Rédaction du manuscrit}}[gray][.3][0.1][b]
                 % \eventpoint{\decimaldate{11}{4}{1976}}{Launch of Apple I}[red][1][1]