diff --git a/index.md b/index.md
index c8c02875da132da25bd8eeeda6ff88854d9669d9..c94a30eda75cb1442ff5177799741e3884e6d9e8 100644
--- a/index.md
+++ b/index.md
@@ -2,12 +2,12 @@
 author: Alexandre Strube
 title: Helmholtz BLABLADOR ![](images/blablador.png){ width=550px }
 subtitle: An experimental Large Language Model server
-date: April 11, 2024
+date: June 12, 2024
 ---
 
 # Take the slides with you
 
-![https://go.fzj.de/it-forum-talk-blablador](images/talk-it-forum.png){ width=500px }
+![https://go.fzj.de/2024-06-haiconf](images/talk-haiconf.png){ width=500px }
 
 ---
 
@@ -61,10 +61,8 @@ Andrew Ng, 28.02.2024
 
 ## Some facts
 
-- We have no models of our own (yet) deployed
-- Can host one model with 8 gpus, and multiple with smaller size (Haicluster is 16 gpus)
-- Mixtral-8x7b: takes 7 gpus
-- ***No data collection at all. I don't keep ANY data whatsoever***
+- ***I CAN HOST YOUR MODEL***
+- No data collection at all. I don't keep ***ANY*** data whatsoever!
     - You can use it AND keep your data private
     - No records? Privacy (and GDPR is happy)
 
@@ -72,7 +70,7 @@ Andrew Ng, 28.02.2024
 
 ## Deployment as a service
 
-- Scientists from (currently just FZJ) can deploy their models on their hardware and point to blablador
+- Scientists from (currently just FZJ) can deploy their models on their _own_ hardware and point to blablador
 - This solves a bunch of headaches for researchers:
     - Authentication
     - Web server
@@ -306,15 +304,12 @@ curl --header "Authorization: Bearer MY_TOKEN_GOES_HERE"   https://helmholtz-bla
 
 ---
 
-## Link to these Slides
-![https://go.fzj.de/it-forum-talk-blablador](images/talk-it-forum.png){ width=500px }
-
+## Like the slides? Want to use them?
 
----
+Gitlab link to source code of the slides (needs JUDOOR account)
 
-## Like the slides? Want to use them?
+[https://gitlab.jsc.fz-juelich.de/strube1/2024-06-talk-haiconf](https://gitlab.jsc.fz-juelich.de/strube1/2024-06-talk-haiconf)
 
-[Gitlab link to source code of the slides (need JUDOOR account)](https://gitlab.jsc.fz-juelich.de/strube1/2024-04-talk-it-forum-blablador)
 
 ---
 
diff --git a/public/images/talk-haiconf.png b/public/images/talk-haiconf.png
new file mode 100644
index 0000000000000000000000000000000000000000..2541807cd6ab97e3ac43ab16241b6541ef1cf4f1
Binary files /dev/null and b/public/images/talk-haiconf.png differ
diff --git a/public/images/talk-it-forum.png b/public/images/talk-it-forum.png
deleted file mode 100644
index daf6bb56ba64d311143dde7a96381f213e2ffc46..0000000000000000000000000000000000000000
Binary files a/public/images/talk-it-forum.png and /dev/null differ
diff --git a/public/index.html b/public/index.html
index 5ce8676c5d5ce9dbd33edc99e21b0ee754022f10..7943d13115bca679c163421b69c663651c41b05b 100644
--- a/public/index.html
+++ b/public/index.html
@@ -4,7 +4,7 @@
   <meta charset="utf-8">
   <meta name="generator" content="pandoc">
   <meta name="author" content="Alexandre Strube">
-  <meta name="dcterms.date" content="2024-04-11">
+  <meta name="dcterms.date" content="2024-06-12">
   <title>Helmholtz BLABLADOR </title>
   <meta name="apple-mobile-web-app-capable" content="yes">
   <meta name="apple-mobile-web-app-status-bar-style" content="black-translucent">
@@ -229,16 +229,16 @@
 data-src="images/blablador.png" width="550" /></h1>
   <p class="subtitle">An experimental Large Language Model server</p>
   <p class="author">Alexandre Strube</p>
-  <p class="date">April 11, 2024</p>
+  <p class="date">June 12, 2024</p>
 </section>
 
 <section id="take-the-slides-with-you" class="slide level1">
 <h1>Take the slides with you</h1>
 <figure>
-<img data-src="images/talk-it-forum.png" width="500"
-alt="https://go.fzj.de/it-forum-talk-blablador" />
+<img data-src="images/talk-haiconf.png" width="500"
+alt="https://go.fzj.de/2024-06-haiconf" />
 <figcaption
-aria-hidden="true">https://go.fzj.de/it-forum-talk-blablador</figcaption>
+aria-hidden="true">https://go.fzj.de/2024-06-haiconf</figcaption>
 </figure>
 </section>
 <section class="slide level1">
@@ -317,12 +317,10 @@ comes</li>
 
 <h2 id="some-facts">Some facts</h2>
 <ul>
-<li class="fragment">We have no models of our own (yet) deployed</li>
-<li class="fragment">Can host one model with 8 gpus, and multiple with
-smaller size (Haicluster is 16 gpus)</li>
-<li class="fragment">Mixtral-8x7b: takes 7 gpus</li>
-<li class="fragment"><strong><em>No data collection at all. I don’t keep
-ANY data whatsoever</em></strong>
+<li class="fragment"><strong><em>I CAN HOST YOUR
+MODEL</em></strong></li>
+<li class="fragment">No data collection at all. I don’t keep
+<strong><em>ANY</em></strong> data whatsoever!
 <ul>
 <li class="fragment">You can use it AND keep your data private</li>
 <li class="fragment">No records? Privacy (and GDPR is happy)</li>
@@ -334,7 +332,7 @@ ANY data whatsoever</em></strong>
 <h2 id="deployment-as-a-service">Deployment as a service</h2>
 <ul>
 <li class="fragment">Scientists from (currently just FZJ) can deploy
-their models on their hardware and point to blablador</li>
+their models on their <em>own</em> hardware and point to blablador</li>
 <li class="fragment">This solves a bunch of headaches for researchers:
 <ul>
 <li class="fragment">Authentication</li>
@@ -632,21 +630,11 @@ database in browser’s ram</li>
 </section>
 <section class="slide level1">
 
-<h2 id="link-to-these-slides">Link to these Slides</h2>
-<figure>
-<img data-src="images/talk-it-forum.png" width="500"
-alt="https://go.fzj.de/it-forum-talk-blablador" />
-<figcaption
-aria-hidden="true">https://go.fzj.de/it-forum-talk-blablador</figcaption>
-</figure>
-</section>
-<section class="slide level1">
-
 <h2 id="like-the-slides-want-to-use-them">Like the slides? Want to use
 them?</h2>
+<p>Gitlab link to source code of the slides (needs JUDOOR account)</p>
 <p><a
-href="https://gitlab.jsc.fz-juelich.de/strube1/2024-04-talk-it-forum-blablador">Gitlab
-link to source code of the slides (need JUDOOR account)</a></p>
+href="https://gitlab.jsc.fz-juelich.de/strube1/2024-06-talk-haiconf">https://gitlab.jsc.fz-juelich.de/strube1/2024-06-talk-haiconf</a></p>
 </section>
 <section class="slide level1">