diff --git a/bibliography.bib b/bibliography.bib
index 8bc4292..cbec477 100644
--- a/bibliography.bib
+++ b/bibliography.bib
@@ -1,3 +1,203 @@
+@book{derosnayMacroscopeVersVision1975,
+  title = {Le {{Macroscope}}. {{Vers}} Une Vision Globale},
+  author = {{de Rosnay}, Jo{\"e}l},
+  year = {1975},
+  month = may,
+  edition = {Le Seuil}
+}
+@book{lopezBoutFlux2022,
+  title = {{\`A} Bout de Flux},
+  author = {Lopez, Fanny},
+  year = {2022},
+  month = sep,
+  edition = {Divergences}
+}
+@article{ekchajzerDecisionmakingEnvironmentalComplexity2024,
+  title = {Decision-Making under Environmental Complexity: The Need for Moving from Avoided Impacts of {{ICT}} Solutions to Systems Thinking Approaches},
+  author = {Ekchajzer, David and Bornes, Laetitia and Combaz, Jacques and Letondal, Catherine and Vingerhoeds, Rob},
+  year = {2024},
+  journal = {ICT4S},
+  langid = {english}
+}
+
+@misc{laquadratureEnqueteMarseilleComme2024,
+  title = {{Enqu{\^e}te : {\`a} Marseille comme ailleurs, l'accaparement du territoire par les infrastructures du num{\'e}rique}},
+  shorttitle = {{Enqu{\^e}te}},
+  author = {{La Quadrature}},
+  year = {2024},
+  month = nov,
+  journal = {La Quadrature du Net},
+  url = {https://www.laquadrature.net/2024/11/20/accaparement-du-territoire-par-les-infrastructures-du-numerique/},
+  urldate = {2024-11-21},
+  chapter = {R{\'e}seaux t{\'e}l{\'e}coms},
+  langid = {french}
+}
+
+@techreport{systextControversesMinieresPour2024,
+  type = {{Rapport d'{\'e}tude}},
+  title = {{Controverses mini{\`e}res -- Pour en finir avec certaines contrev{\'e}rit{\'e}s sur la mine et les fili{\`e}res min{\'e}rales -- Mine secondaire et recyclage}},
+  shorttitle = {{Mine secondaire et recyclage}},
+  author = {{SystExt}},
+  year = {2024},
+  month = apr,
+  number = {Volet 2 -- Tome 3},
+  address = {Paris, France},
+  institution = {Association SystExt},
+  url = {https://www.systext.org/sites/all/documents/RP_SystExt_Controverses-Mine_VOLET-2_Tome-3_Avril2024.pdf},
+  urldate = {2024-06-18},
+  copyright = {CC-BY-NC-SA 4.0},
+  langid = {french}
+}
+@misc{zhangDataCenterWater2024,
+  title = {Data {{Center Water Usage}}: {{A Comprehensive Guide}}},
+  shorttitle = {Data {{Center Water Usage}}},
+  author = {Zhang, Mary},
+  year = {2024},
+  month = jan,
+  journal = {Dgtl Infra},
+  url = {https://dgtlinfra.com/data-center-water-usage/},
+  urldate = {2024-11-20},
+  langid = {american},
+  keywords = {datacenter,eau,ecologie,usage,water}
+}
+@misc{kronesWelcomeSodom2018,
+  type = {Documentary},
+  title = {Welcome to {{Sodom}}},
+  author = {Kr{\"o}nes, Christian and Weigensamer, Florian},
+  year = {2018},
+  month = nov,
+  publisher = {Blackbox Film, Greenpeace, Land Steiermark, department 9 - Culture, Europe, Ext. Relations},
+  collaborator = {Schrotthofer, Roland and Weigensamer, Florian and Abubakar, Mohammed and Mohammed, Awal and Yefter, Kwasi},
+  keywords = {agbogbloshie,documentary,e-waste,ghana,recycling,waste},
+  annotation = {IMDb ID: tt8116550\\
+event-location: Austria}
+}
+
+@article{owenEnergyTransitionMinerals2022,
+  title = {Energy Transition Minerals and Their Intersection with Land-Connected Peoples},
+  author = {Owen, John R. and Kemp, Deanna and Lechner, Alex M. and Harris, Jill and Zhang, Ruilian and L{\`e}bre, {\'E}l{\'e}onore},
+  year = {2022},
+  month = dec,
+  journal = {Nature Sustainability},
+  volume = {6},
+  number = {2},
+  pages = {203--211},
+  issn = {2398-9629},
+  doi = {10.1038/s41893-022-00994-6},
+  url = {https://www.nature.com/articles/s41893-022-00994-6},
+  urldate = {2023-05-29},
+  langid = {english},
+  keywords = {critical minerals,energy,energy transitions,favori,social}
+}
+
+@techreport{systextControversesMinieresPour2021,
+  type = {{Rapport d'{\'e}tude}},
+  title = {{Controverses mini{\`e}res -- Pour en finir avec certaines contrev{\'e}rit{\'e}s sur la mine et les fili{\`e}res min{\'e}rales}},
+  author = {{SystExt}},
+  year = {2021},
+  month = nov,
+  number = {Volet 1},
+  address = {Paris, France},
+  institution = {Association SystExt},
+  url = {https://www.systext.org/sites/all/documents/RP_SystExt_Controverses-Mine_VOLET-1_Nov2021_vf.pdf},
+  urldate = {2024-06-18},
+  copyright = {CC-BY-NC-SA 4.0},
+  langid = {french}
+}
+
+@book{gramsciCahiersPrison1948,
+  title = {Cahiers de Prison},
+  author = {Gramsci, Antonio},
+  year = {1948},
+  address = {Turin}
+}
+
+@misc{chehadeNewHybridImmersion2022,
+  title = {New {{Hybrid Immersion Liquid Cooling}} Developments at {{OVHcloud}}},
+  author = {Chehade, Ali and Hnayno, Mohamad and Jay, Julien and Jay, Mohamad Hnayno {and} Julien, Ali Chehade},
+  year = {2022},
+  month = oct,
+  journal = {OVHcloud Blog},
+  url = {https://blog.ovhcloud.com/new-hybrid-immersion-liquid-cooling-developments-at-ovhcloud/},
+  urldate = {2024-09-29},
+  langid = {british},
+  keywords = {cooling,immersion cooling,ovh,refroidissement,water cooling}
+}
+
+@misc{qarnotCloudComputingHPC2024,
+  title = {{Cloud computing, HPC et infrastructure IT bas carbone}},
+  author = {{Qarnot}},
+  year = {2024},
+  url = {https://qarnot.com/fr},
+  urldate = {2024-11-20},
+  langid = {french}
+}
+
+@misc{cerfUntanglingCriticalMinerals2023,
+  title = {Untangling the {{Critical Minerals Knot}}: When {{ICT}} Hits the {{Energy Transitions}}},
+  shorttitle = {Untangling the {{Critical Minerals Knot}}},
+  author = {Cerf, Sophie and {Luxey-Bitri}, Adrien and Quinton, Cl{\'e}ment and Rouvoy, Romain and Simon, Thibault and Truffert, Catherine},
+  year = {2023},
+  month = dec,
+  url = {https://inria.hal.science/hal-04709741},
+  urldate = {2024-10-07},
+  langid = {english},
+  keywords = {co-product,conflict,digital,energy,ict,metals,minerals,mining,transitions}
+}
+
+@misc{systextMetauxDansMon2017,
+  title = {Des M{\'e}taux Dans Mon Smartphone},
+  author = {{SystExt}},
+  year = {2017},
+  month = apr,
+  url = {https://www.systext.org/sites/all/animationreveal/mtxsmp/},
+  urldate = {2024-10-07},
+  keywords = {animation,co-product,metals,minerals,mining,smartphone,systext}
+}
+@misc{shilovIntelSharesBiggest2024,
+  title = {Intel Shares Biggest Unboxing Video Ever as {{ASML}}'s \$380 Million {{High-NA}} Lithography Machine Is Installed in {{Oregon}} Fab},
+  author = {Shilov, Anton},
+  year = {2024},
+  month = mar,
+  journal = {Tom's Hardware},
+  url = {https://www.tomshardware.com/tech-industry/semiconductors/intel-shares-biggest-unboxing-video-ever-as-asmls-dollar380-million-high-na-lithography-machine-is-installed-in-oregon-fab},
+  urldate = {2024-10-07},
+  langid = {english},
+  keywords = {asml,euv,high-na,intel,lithography}
+}
+@misc{roussilheManufacturingElectronicComponents2023,
+  title = {Manufacturing Electronic Components},
+  author = {Roussilhe, Gauthier},
+  year = {2023},
+  month = mar,
+  url = {https://gauthierroussilhe.com/en/resources/la-fabrication-de-composants-electroniques},
+  urldate = {2024-11-15},
+  langid = {english},
+  keywords = {asml,manufacture,microcontrollers,tsmc},
+  annotation = {Poster}
+}
+
+@misc{opensourcemapFairphoneSupplyChain2021,
+  title = {Fairphone 4 {{Supply Chain}}},
+  author = {{Open Sourcemap}},
+  year = {2021},
+  journal = {Open Sourcemap - Development Environment},
+  url = {https://open.sourcemap.com/maps/61a98acef1ddeb086156a529},
+  urldate = {2024-10-07},
+  langid = {english},
+  keywords = {fairphone,manufacture,map,supply chain}
+}
+
+@misc{brechetAuditionSouveraineteIndependance2022,
+  title = {Audition "{{Souverainet{\'e}}} et Ind{\'e}pendance {\'E}nerg{\'e}tique de La {{France}}"},
+  author = {Br{\'e}chet, Yves},
+  year = {2022},
+  month = nov,
+  url = {https://www.youtube.com/watch?v=L0ZX3moD_mQ},
+  urldate = {2024-11-20}
+}
+
+
 @misc{chatonsCharteCollectifCHATONS2024,
   title = {Charte Du Collectif {{CHATONS}}},
   author = {{CHATONS}},
diff --git a/header.tex b/header.tex
index 5bdd319..7ea566c 100644
--- a/header.tex
+++ b/header.tex
@@ -25,6 +25,7 @@
 \MakePerPage{footnote}
 \usepackage{booktabs} % jolis tableaux
 \usepackage{changepage} % For adjustwidth blocks
+% \usepackage{etoc} % localtableofcontents
 
 %% BIBLIO %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 \usepackage[
@@ -32,6 +33,8 @@
   sorting=ynt,
   % style=alphabetic,
   singletitle=true,
+  maxcitenames = 10,
+  maxbibnames = 10,
   backend=biber]{biblatex}
 \addbibresource{bibliography.bib}
 \renewcommand*{\newunitpunct}{\addcomma\space}
@@ -129,13 +132,16 @@
     \insertframenumber\hspace{0.5em}
 \end{beamercolorbox}}}
 
-
 %%% BLOCK
 % Rounded boxes with no shading
 \pgfdeclareverticalshading[lower.bg,upper.bg]{bmb@transition}{200cm}{%
   color(0pt)=(upper.bg); color(2pt)=(upper.bg); color(4pt)=(upper.bg)}
   \setbeamertemplate{blocks}[rounded][shadow=false]
 
+%%% TABLE OF CONTENTS
+% \setbeamertemplate{section in toc}[sections numbered]
+% \setbeamertemplate{subsection in toc}[subsections numbered]
+
 
 %%% SECTION PAGE
 % Set the colors of the section bar
@@ -151,7 +157,7 @@
   \begin{center}
     \usebeamercolor[fg]{section title}
     \usebeamerfont{section title}
-    \insertsectionhead\par
+    \thesection. \insertsectionhead\par
     \ifx\insertsubsectionhead\@empty\else
       \usebeamercolor[fg]{subsection title}
       \usebeamerfont{subsection title}
diff --git a/prez.tex b/prez.tex
index d8b916a..3145534 100644
--- a/prez.tex
+++ b/prez.tex
@@ -3,7 +3,8 @@
 \input{header}
 
 \title{Les grandes questions d'un hébergeur numérique communautaire et convivial}
-\author{Adrien Luxey-Bitri}
+\author{Adrien Luxey-Bitri\\
+{\small \url{luxeylab.net}}}
 \institute{Deuxfleurs -- CHATONS -- Univ Lille -- Inria -- ÉcoInfo\\[4ex]
 	\includegraphics[height=12ex]{figures/deuxfleurs-logo-with-url.pdf}\hspace{2em}%
         \includegraphics[height=12ex]{figures/logo_chatons_800px.png}\\[3ex]%
@@ -14,19 +15,27 @@
 \date{21 novembre 2024\\[2ex]
 \textit{\scriptsize CNRS CIS -- Politiques environnementales du numérique}}
 
-\begin{document}
-
+% Profondeur de la table des matières
+% \setcounter{tocdepth}{1}
 % Begin at section 0
 \setcounter{section}{-1}
 
+\begin{document}
+
+
 %%%%%%%%% title frame %%%%%%%%%
-\maketitle
+\begin{frame}[plain,noframenumbering]
+  \titlepage
+\end{frame}
+
+
 
 %%%%%%%%% TOC %%%%%%%%%
-\begin{frame}[plain]
-  \tableofcontents
+\begin{frame}[plain,noframenumbering]{Au menu}
+  \tableofcontents[hideallsubsections]
 \end{frame}
 
+
 %%%%%%%%% section %%%%%%%%%
 \section{Qui je suis}
 
@@ -140,14 +149,14 @@
 
 
 %%%%%%%%% section %%%%%%%%%
-\section{L'hébergement numérique militant}
-\begin{frame}[plain]
+\section{Planète militance numérique}
+\begin{frame}[plain,noframenumbering]
   \sectionpage
 \end{frame}
 
 %%%%%%%%% frame %%%%%%%%%
-\begin{frame}[t]{Un brin d'actualité}
-  \framesubtitle{Tiré de Freedom Not Fear 2024~\cite{freedomnotfearWhatsGoingYour2024}}
+\begin{frame}[t]{Les lignes de front}
+  \framesubtitle{Gramsci~\cite{gramsciCahiersPrison1948} \& FNF~2024~\cite{freedomnotfearWhatsGoingYour2024}}
   \pause
   \begin{columns}[t]
       \column{0.5\columnwidth}
@@ -155,7 +164,7 @@
         \vspace{2ex}
 
         \begin{itemize}
-          \item 8 décembre (FR)~\cite{laquadratureOutilsChiffrementLors2023}
+          \item 8 décembre~\cite{laquadratureOutilsChiffrementLors2023} (FR)
           \item Vidéo-surv. algo.~\cite{laquadratureVSASurveillanceBatit2024} (FR)
           \item Données de santé (NL)
           \item Extrad. migrants (AL)
@@ -182,7 +191,7 @@
           \item Un Front populaire (FR)
         \end{itemize}
         \vfill
-        \pause
+        % \pause
 
         \centering
         \includegraphics[width=\columnwidth]{figures/yell.png}
@@ -308,20 +317,20 @@
 
       \column{0.5\columnwidth}
         \textbf{La complexité est bien là}
-        \vspace{2ex} 
+        \vspace{3ex} 
         
         \centering
         \includegraphics[width=0.8\columnwidth]{figures/logos_infra.jpg}
         \vspace{4ex} 
         
         \textbf{Logiciels internes faits main}
-        \vspace{2ex} 
+        \vspace{3ex} 
 
         \includegraphics[width=0.6\textwidth]{figures/nos_logiciels.jpg}
-        \vspace{2ex} 
-
-        \raggedright
-        \textbf{Qualité de service \textit{cloud} ?}
+        % \vspace{2ex} 
+        %
+        % \raggedright
+        % \textbf{Qualité de service \textit{cloud} ?}
 
   \end{columns}
 
@@ -348,7 +357,7 @@
         \vspace{1ex}
 
         \raggedright
-        \textbf{C}ollectif des \textbf{H}ébergeurs \textbf{A}lternatifs, \textbf{T}ransparents \textbf{O}uverts, \textbf{N}eutres \& \textbf{S}olidaires
+        \textbf{C}ollectif des \textbf{H}ébergeurs \textbf{A}lternatifs, \textbf{T}ransparents, \textbf{O}uverts, \textbf{N}eutres \& \textbf{S}olidaires
         \vspace{2ex}
 
         \centering
@@ -391,30 +400,288 @@
 
 %%%%%%%%% section %%%%%%%%%
 \section{Questions vives}
-\begin{frame}[plain]
+\begin{frame}[plain,noframenumbering]
   \sectionpage
 \end{frame}
 
 
+%%%%%%%%% subsection %%%%%%%%%
+\subsection{Comprendre l'interaction numérique $\leftrightarrow$ environnement}
 %%%%%%%%% frame %%%%%%%%%
-\begin{frame}{Comprendre l'interaction numérique $\leftrightarrow$ environnement}
-    
+\begin{frame}{\insertsubsectionhead}
+
+  {\Large\centering
+  Instruire scientifiquement les dossiers politiques.
+  \vspace{1ex}
+
+  \raggedleft
+  \normalsize
+  --- Yves Bréchet~\cite{brechetAuditionSouveraineteIndependance2022}
+
+  }
+  \pause
+  \vfill
+
+  \centering
+  \includegraphics[width=.6\columnwidth]{figures/lifecycle-ict.pdf}
+  \pause
+  \vfill
+
+  \begin{enumerate}
+    \item Décortiquer le système productif numérique
+    \item Quantifier ses externalités
+    \item Améliorer le recyclage
+    \item Modéliser les effets dynamiques
+  \end{enumerate}
+\end{frame}
+
+%%%%%%%%% subsubsection %%%%%%%%%
+\subsubsection{Décortiquer le système productif numérique}
+%%%%%%%%% frame %%%%%%%%%
+\begin{frame}[t]{\insertsubsubsectionhead~\cite{opensourcemapFairphoneSupplyChain2021,roussilheManufacturingElectronicComponents2023,shilovIntelSharesBiggest2024}}
+  \centering
+  \includegraphics[width=.9\columnwidth]{figures/fairphone.png}
+  \vspace{2ex}
+
+  \begin{columns}
+      \column{0.35\columnwidth}
+        \centering
+        % \includegraphics[width=\columnwidth]{figures/asml-high-na-euv_lithography.png}
+        \includegraphics[width=1.1\columnwidth]{figures/asml-high-na-euv_machine.png}
+        \vspace{2ex}
+
+        \raggedright
+        ASML (NL) 3nm litho.
+
+        \textbf{380\,M€} la bécane !
+        
+
+      \column{0.65\columnwidth}
+        \includegraphics[width=\columnwidth]{figures/roussilhe-integrated-circuits-en_axed.pdf}
+        
+  \end{columns}
+\end{frame}
+
+%%%%%%%%% subsubsection %%%%%%%%%
+\subsubsection{Quantifier ses externalités}
+%%%%%%%%% frame %%%%%%%%%
+\begin{frame}[t]{\insertsubsubsectionhead}
+  \framesubtitle{Conflit d'usage électrique~\cite{lopezBoutFlux2022,laquadratureEnqueteMarseilleComme2024}}
+
+  \begin{columns}
+      \column{0.5\columnwidth}
+        \centering
+        \includegraphics[width=.8\columnwidth]{figures/fanny-lopez_a-bout-de-flux.jpg}
+              
+
+      \column{0.5\columnwidth}
+        \centering
+        \includegraphics[width=\columnwidth]{figures/fibre_marseille.png}
+        
+  \end{columns}
+\end{frame}
+
+
+%%%%%%%%% frame %%%%%%%%%
+\begin{frame}[t]{\insertsubsubsectionhead~\cite{systextMetauxDansMon2017,cerfUntanglingCriticalMinerals2023}}
+  \framesubtitle{Les minéraux}
+
+  \centering
+  \includegraphics[width=\columnwidth]{figures/systext-smartphone.png}
+
+\end{frame}
+
+% %%%%%%%%% frame %%%%%%%%%
+% \begin{frame}[t]{\insertsubsubsectionhead~\cite{cerfUntanglingCriticalMinerals2023}}
+%   \framesubtitle{Les minéraux (bis)}
+%
+%   \centering
+%   \includegraphics[width=\columnwidth]{figures/elements-criticality.pdf}
+%   \vfill
+%
+%   \begin{itemize}
+%     \item Sur-sollicitation de la table des éléments
+%     \item Minéraux nécessaire à la «~transition énergétique~»
+%   \end{itemize}
+% \end{frame}
+
+%%%%%%%%% frame %%%%%%%%%
+\begin{frame}[t]{\insertsubsubsectionhead}
+  \framesubtitle{L'eau à l'usage}
+  \pause
+
+  \begin{columns}[t]
+  \column{0.33\textwidth}
+    \textbf{La clim c'est nul}
+    \vspace{2ex}
+
+    \includegraphics[width=\columnwidth]{figures/Google-Data-Center-in-The-Dalles-Oregon-Ejects-Plumes-of-Steam-into-the-Air_1080x457.jpg}\\
+    \includegraphics[width=\columnwidth]{figures/datacenter-aisles.png}
+    \vspace{4ex}
+
+    Majorité des acteurs
+    \vspace{1ex}
+
+    1 \textit{hyperscale} = 1 piscine~olympique/j.~\cite{zhangDataCenterWater2024}
+    \pause 
+  \column{0.33\textwidth}
+    \textbf{Le \textit{liquid cooling}...}
+    \vspace{2ex}
+
+    \includegraphics[width=\columnwidth]{figures/datecenter-roof-heat-dissipation_cut.jpg}
+    \begin{columns}
+    \column{.4\columnwidth}
+      \centering
+      \includegraphics[width=.8\columnwidth]{figures/refroidissement-liquide-cpu-photo.jpg}\\
+      \includegraphics[width=\columnwidth]{figures/refroidissement-liquide-cpu-schema.png}
+    \column{.6\columnwidth}
+      \centering
+      \includegraphics[width=\columnwidth]{figures/refroidissement-immersion-schema.jpg}
+    \end{columns}
+    \vspace{2.0ex}
+
+    Merci OVHCloud~\cite{chehadeNewHybridImmersion2022} 
+
+    \pause 
+  \column{0.33\textwidth}
+    \textbf{Réseaux de chaleur !}
+    \vspace{2ex}
+
+    \centering
+    \includegraphics[width=.8\columnwidth]{figures/reseau-chaleur.jpg}
+    \vspace{3ex}
+
+    \raggedright
+    La chaleur comme \textit{ressource}
+    \vspace{3.3ex}
+
+    Merci Qarnot~\cite{qarnotCloudComputingHPC2024} 
+    \vspace{1ex}
+
+    \includegraphics[width=.4\columnwidth]{figures/qarnot-chaudiere.jpg}\hfill
+    \includegraphics[width=.57\columnwidth]{figures/qarnot-radiateur.jpg}
+  \end{columns}
 \end{frame}
 
 %%%%%%%%% frame %%%%%%%%%
-\begin{frame}{Sobriété des usages}
+\begin{frame}{\insertsubsubsectionhead}
+  \framesubtitle{Et le reste ?}
+
+  \begin{itemize}
+    \item Pollution minière $\rightarrow$ SystExt~\cite{systextControversesMinieresPour2021}
+    \item Impacts sociaux extraction/prod $\rightarrow$ Owen et al.~\cite{owenEnergyTransitionMinerals2022} et ... vous ?
+    \item Impacts sociaux usage (dépression, ségrégation...) $\rightarrow$ 
+  \end{itemize}
+  \vfill
+
+  \centering
+  \includegraphics[width=.6\columnwidth]{figures/alaide.jpg}
+
+\end{frame}
+
+%%%%%%%%% subsubsection %%%%%%%%%
+\subsubsection{Améliorer le recyclage}
+%%%%%%%%% frame %%%%%%%%%
+\begin{frame}{\insertsubsubsection}
+  \pause
+  \begin{columns}[t]
+  \column{.5\textwidth}
+    \textbf{Recyclage industriel~\cite{systextControversesMinieresPour2024}}
+    \vspace{1ex}
+
+    \centering
+    \includegraphics[width=\columnwidth]{figures/schredded-hard-drive.png}
+
+    \normalsize\raggedright
+    17\;\% D3E \textbf{collectés} 
+    \vspace{1ex}
+
+    \textbf{Pré-traitement} \\ 
+      Flux matériel en évolution permanente
+    \vspace{1ex}
+
+    \textbf{Traitement} \\
+    Faible qté, peu métaux rentables
+    \pause
+
+  \column{.5\textwidth}
+    \textbf{The artisanal way~\cite{kronesWelcomeSodom2018}}
+    \vspace{1ex}
+
+    \centering
+    \includegraphics[width=\columnwidth]{figures/artisanal-ict-recycling_welcome-to-sodom.png}
+    \raggedright
+    % {\footnotesize Welcome to Sodom, Documentary, 2024}
+    \vspace{1ex}
+
+    \normalsize\raggedright
+    Agbogbloshie, Accra, Ghana (jusqu'à 2021)
+    \vspace{2ex}
+
+
+    \begin{itemize}
+      \item Drame humain
+      \item Artisanat méticuleux
+      \item Marché noir, pas documenté
+    \end{itemize}
     
+  \end{columns}
+\end{frame}
+
+%%%%%%%%% subsubsection %%%%%%%%%
+\subsubsection{Modéliser les effets dynamiques}
+%%%%%%%%% frame %%%%%%%%%
+\begin{frame}{\insertsubsubsection~\cite{derosnayMacroscopeVersVision1975}}
+  \begin{columns}
+    \column{0.7\columnwidth}
+      \includegraphics[width=.9\columnwidth]{figures/jevons.jpg}
+      
+    \column{0.3\columnwidth}
+      \includegraphics[width=.95\columnwidth]{figures/highway-rebound-effect.jpg}
+  \end{columns} 
+  \vspace{1ex}
+
+  \begin{columns}
+    \begin{column}{0.5\textwidth}
+      \centering
+      \includegraphics[width=\columnwidth]{figures/macroscope3.jpg}
+    \end{column}
+    \begin{column}{0.5\textwidth}
+      \centering
+      \includegraphics[width=0.9\columnwidth]{figures/macroscope.jpg}
+    \end{column}
+\end{columns}
 \end{frame}
 
 %%%%%%%%% frame %%%%%%%%%
-\begin{frame}{Géstion collégiale \& bénévole}
-\framesubtitle{d'une infrastructure complexe}
+\begin{frame}{\insertsubsubsection}
+  \framesubtitle{Nouvelles méthodes~\cite{ekchajzerDecisionmakingEnvironmentalComplexity2024}}
+  
+  \centering
+  \includegraphics[width=\columnwidth]{figures/vinted-retroaction.png}
+  \vfill
+
+  Soutenance de L. Bornes le 12 déc. à 14h !
+
+\end{frame}
+%%%%%%%%% subsection %%%%%%%%%
+\subsection{Sobriété des usages}
+
+%%%%%%%%% frame %%%%%%%%%
+\begin{frame}{\insertsubsectionhead}
+\end{frame}
+
+%%%%%%%%% subsection %%%%%%%%%
+\subsection{Gestion collégiale de la complexité}
+%%%%%%%%% frame %%%%%%%%%
+\begin{frame}{\insertsubsectionhead}
+% \framesubtitle{d'une infrastructure complexe}
     
 \end{frame}
 
 %%%%%%%%% section %%%%%%%%%
 \section{Conclusion}
-\begin{frame}[plain]
+\begin{frame}[plain,noframenumbering]
   \sectionpage
 \end{frame}
 
@@ -435,9 +702,17 @@
 \begin{frame}{C'est fini.}
   \framesubtitle{Discutons, maintenant.}
 
-\raggedleft
-\includegraphics[width=.4\textwidth]{figures/subversif_vert.png}
-\vspace{3ex}
+  \begin{columns}
+      \column{0.5\columnwidth}
+        Les slides sont sur \url{luxeylab.net} :
+        \vspace{1ex}
+
+        \includegraphics[width=.6\columnwidth]{figures/slides_qrcode.png}
+
+      \column{0.5\columnwidth}
+      \includegraphics[width=.8\textwidth]{figures/subversif_vert.png}
+  \end{columns}
+\vspace{5ex}
 
 \centering
 \Huge Merci de votre attention !
@@ -446,7 +721,7 @@
 \end{frame}
 
 %%%%%%%%% bib frame %%%%%%%%%
-\begin{frame}{Références}
+\begin{frame}[allowframebreaks]{Références}
 \printbibliography[heading=none]
 \end{frame}
 \end{document}