diff --git a/404.html b/404.html
index dee6fee5..896835e8 100644
--- a/404.html
+++ b/404.html
@@ -269,8 +269,8 @@ <h1>Page not found</h1>
   "url": "https://vantage6.github.io/vantage6-workshop/404.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/404.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 3a2e14cf..b661eb07 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -301,7 +301,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://vantage6.github.io/vantage6-workshop/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-03-26",
   "dateModified": "2022-08-05",
-  "datePublished": "2024-05-28"
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index ac5e3bfb..14a7a050 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -352,7 +352,7 @@ <h1>Licenses</h1>
   "identifier": "https://vantage6.github.io/vantage6-workshop/LICENSE.html",
   "dateCreated": "2024-03-26",
   "dateModified": "2023-04-07",
-  "datePublished": "2024-05-28"
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 456a5bd7..fbc03755 100644
--- a/aio.html
+++ b/aio.html
@@ -329,7 +329,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Output</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <div class="codewrapper">
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -358,7 +358,7 @@ <h3 class="callout-title">Challenge 2: how do you nest solutions within
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>You can add a line with at least three colons and a
 <code>solution</code> tag.</p>
@@ -470,8 +470,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://vantage6.github.io/vantage6-workshop/aio.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/aio.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 7aeea875..79396e86 100644
--- a/images.html
+++ b/images.html
@@ -301,8 +301,8 @@ <h3 id="introduction-figure-1">Figure 1</h3>
   "url": "https://vantage6.github.io/vantage6-workshop/images.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/images.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index 32fc3fbf..2f306a87 100644
--- a/index.html
+++ b/index.html
@@ -264,7 +264,7 @@ <h3 class="callout-title">Details<a class="anchor" aria-label="anchor" href="#de
   <h3 class="accordion-header" id="headingSpoiler1">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div>Windows</h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
 <div class="accordion-body">
 <p>Use PuTTY</p>
 </div>
@@ -277,7 +277,7 @@ <h3 class="accordion-header" id="headingSpoiler1">
   <h3 class="accordion-header" id="headingSpoiler2">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div>MacOS</h3>
 </button>
-<div id="collapseSpoiler2" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler2" aria-labelledby="headingSpoiler2">
+<div id="collapseSpoiler2" class="accordion-collapse collapse" aria-labelledby="headingSpoiler2" data-bs-parent="#accordionSpoiler2">
 <div class="accordion-body">
 <p>Use Terminal.app</p>
 </div>
@@ -290,7 +290,7 @@ <h3 class="accordion-header" id="headingSpoiler2">
   <h3 class="accordion-header" id="headingSpoiler3">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div>Linux</h3>
 </button>
-<div id="collapseSpoiler3" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler3" aria-labelledby="headingSpoiler3">
+<div id="collapseSpoiler3" class="accordion-collapse collapse" aria-labelledby="headingSpoiler3" data-bs-parent="#accordionSpoiler3">
 <div class="accordion-body">
 <p>Use Terminal</p>
 </div>
@@ -350,8 +350,8 @@ <h3 class="accordion-header" id="headingSpoiler3">
   "url": "https://vantage6.github.io/vantage6-workshop/index.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/index.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 78dd2cc7..358d6326 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -304,8 +304,8 @@ <h1>Instructor Notes</h1>
   "url": "https://vantage6.github.io/vantage6-workshop/instructor-notes.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/instructor-notes.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 9a3f63c5..607d5ba2 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -269,8 +269,8 @@ <h1>Page not found</h1>
   "url": "https://vantage6.github.io/vantage6-workshop/instructor/404.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/instructor/404.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index e8922a5e..6a45618f 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -303,7 +303,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://vantage6.github.io/vantage6-workshop/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-03-26",
   "dateModified": "2022-08-05",
-  "datePublished": "2024-05-28"
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 8ce589e2..fda789d9 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -354,7 +354,7 @@ <h1>Licenses</h1>
   "identifier": "https://vantage6.github.io/vantage6-workshop/instructor/LICENSE.html",
   "dateCreated": "2024-03-26",
   "dateModified": "2023-04-07",
-  "datePublished": "2024-05-28"
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 1b01cf73..7cc24627 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -315,7 +315,7 @@ <h3 class="card-title">Objectives</h3>
   <h3 class="accordion-header" id="headingInstructor1">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div>Instructor Note</h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Inline instructor notes can help inform instructors of timing
 challenges associated with the lessons. They appear in the “Instructor
@@ -347,7 +347,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Output</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <div class="codewrapper">
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -376,7 +376,7 @@ <h3 class="callout-title">Challenge 2: how do you nest solutions within
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>You can add a line with at least three colons and a
 <code>solution</code> tag.</p>
@@ -488,8 +488,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://vantage6.github.io/vantage6-workshop/instructor/aio.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/instructor/aio.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index 3f43f7bf..f5baa90a 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -303,8 +303,8 @@ <h3 id="introduction-figure-1">Figure 1</h3>
   "url": "https://vantage6.github.io/vantage6-workshop/instructor/images.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/instructor/images.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 3f3e7867..eaf0c5fa 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -280,7 +280,7 @@ <h3 class="callout-title">Details<a class="anchor" aria-label="anchor" href="#de
   <h3 class="accordion-header" id="headingSpoiler1">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div>Windows</h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
 <div class="accordion-body">
 <p>Use PuTTY</p>
 </div>
@@ -293,7 +293,7 @@ <h3 class="accordion-header" id="headingSpoiler1">
   <h3 class="accordion-header" id="headingSpoiler2">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div>MacOS</h3>
 </button>
-<div id="collapseSpoiler2" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler2" aria-labelledby="headingSpoiler2">
+<div id="collapseSpoiler2" class="accordion-collapse collapse" aria-labelledby="headingSpoiler2" data-bs-parent="#accordionSpoiler2">
 <div class="accordion-body">
 <p>Use Terminal.app</p>
 </div>
@@ -306,7 +306,7 @@ <h3 class="accordion-header" id="headingSpoiler2">
   <h3 class="accordion-header" id="headingSpoiler3">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div>Linux</h3>
 </button>
-<div id="collapseSpoiler3" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler3" aria-labelledby="headingSpoiler3">
+<div id="collapseSpoiler3" class="accordion-collapse collapse" aria-labelledby="headingSpoiler3" data-bs-parent="#accordionSpoiler3">
 <div class="accordion-body">
 <p>Use Terminal</p>
 </div>
@@ -366,8 +366,8 @@ <h3 class="accordion-header" id="headingSpoiler3">
   "url": "https://vantage6.github.io/vantage6-workshop/instructor/index.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/instructor/index.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 0613d87d..2066cc47 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -315,8 +315,8 @@ <h3 id="introduction-headingInstructor1">
   "url": "https://vantage6.github.io/vantage6-workshop/instructor/instructor-notes.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/instructor/instructor-notes.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/instructor/introduction.html b/instructor/introduction.html
index 480fed9d..85add795 100644
--- a/instructor/introduction.html
+++ b/instructor/introduction.html
@@ -293,7 +293,7 @@ <h3 class="card-title">Objectives</h3>
   <h3 class="accordion-header" id="headingInstructor1">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div>Instructor Note</h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Inline instructor notes can help inform instructors of timing
 challenges associated with the lessons. They appear in the “Instructor
@@ -325,7 +325,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Output</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <div class="codewrapper">
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -354,7 +354,7 @@ <h3 class="callout-title">Challenge 2: how do you nest solutions within
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>You can add a line with at least three colons and a
 <code>solution</code> tag.</p>
@@ -473,7 +473,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://vantage6.github.io/vantage6-workshop/instructor/introduction.html",
   "dateCreated": "2024-03-26",
   "dateModified": "2023-07-24",
-  "datePublished": "2024-05-28"
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 039bfcaf..87b02943 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -309,8 +309,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://vantage6.github.io/vantage6-workshop/instructor/key-points.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/instructor/key-points.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/instructor/notes.html b/instructor/notes.html
index 435836ed..66da16a6 100644
--- a/instructor/notes.html
+++ b/instructor/notes.html
@@ -403,7 +403,7 @@ <h3 id="rejected-objectives">Rejected objectives<a class="anchor" aria-label="an
   "identifier": "https://vantage6.github.io/vantage6-workshop/instructor/notes.html",
   "dateCreated": "2024-03-26",
   "dateModified": "2024-03-27",
-  "datePublished": "2024-05-28"
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 7a1be276..98da1307 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -254,8 +254,8 @@ <h1>Learner Profiles</h1>
   "url": "https://vantage6.github.io/vantage6-workshop/instructor/profiles.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/instructor/profiles.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 9fc69a66..1adb58b8 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -296,7 +296,7 @@ <h1>Reference</h1>
   "identifier": "https://vantage6.github.io/vantage6-workshop/instructor/reference.html",
   "dateCreated": "2024-03-26",
   "dateModified": "2023-03-16",
-  "datePublished": "2024-05-28"
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/introduction.html b/introduction.html
index c0e1dac4..8823024a 100644
--- a/introduction.html
+++ b/introduction.html
@@ -308,7 +308,7 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Output</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <div class="codewrapper">
 <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -337,7 +337,7 @@ <h3 class="callout-title">Challenge 2: how do you nest solutions within
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>You can add a line with at least three colons and a
 <code>solution</code> tag.</p>
@@ -456,7 +456,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://vantage6.github.io/vantage6-workshop/introduction.html",
   "dateCreated": "2024-03-26",
   "dateModified": "2023-07-24",
-  "datePublished": "2024-05-28"
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 291b4fec..921c86e8 100644
--- a/key-points.html
+++ b/key-points.html
@@ -307,8 +307,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://vantage6.github.io/vantage6-workshop/key-points.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/key-points.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/notes.html b/notes.html
index 68755876..8d386cd6 100644
--- a/notes.html
+++ b/notes.html
@@ -401,7 +401,7 @@ <h3 id="rejected-objectives">Rejected objectives<a class="anchor" aria-label="an
   "identifier": "https://vantage6.github.io/vantage6-workshop/notes.html",
   "dateCreated": "2024-03-26",
   "dateModified": "2024-03-27",
-  "datePublished": "2024-05-28"
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index 25aa5fcf..5bf663ed 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 3.1.11
 pkgdown: 2.0.9
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-05-28T00:42Z
+last_built: 2024-06-04T00:42Z
 
diff --git a/profiles.html b/profiles.html
index d84d7925..00fe63ae 100644
--- a/profiles.html
+++ b/profiles.html
@@ -254,8 +254,8 @@ <h1>Learner Profiles</h1>
   "url": "https://vantage6.github.io/vantage6-workshop/profiles.html",
   "identifier": "https://vantage6.github.io/vantage6-workshop/profiles.html",
   "dateCreated": "2024-03-26",
-  "dateModified": "2024-05-28",
-  "datePublished": "2024-05-28"
+  "dateModified": "2024-06-04",
+  "datePublished": "2024-06-04"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index e6cde7cd..a50533ca 100644
--- a/reference.html
+++ b/reference.html
@@ -294,7 +294,7 @@ <h1>Reference</h1>
   "identifier": "https://vantage6.github.io/vantage6-workshop/reference.html",
   "dateCreated": "2024-03-26",
   "dateModified": "2023-03-16",
-  "datePublished": "2024-05-28"
+  "datePublished": "2024-06-04"
 }
 
   </script><script>