diff --git a/content/Week_2_5/README_TEACHERS.md b/content/Week_2_5/README_TEACHERS.md
index 153e561d9aa5c437f0a46f0a52804118fe62c155..fdb7bfd6e86f82597a8411d0c87492a4f2477a62 100644
--- a/content/Week_2_5/README_TEACHERS.md
+++ b/content/Week_2_5/README_TEACHERS.md
@@ -4,6 +4,8 @@
 
 The book draft for this year is here (note the "draft" in the URL): [mude.citg.tudelft.nl/2024/book/draft/optimization/overview.html](https://mude.citg.tudelft.nl/2024/book/draft/optimization/overview.html). Access it with **username: teacher** and **password: access**.
 
+Note that this year I am including the Gurobi instructions in the book (paired with PA 1.4A, see below), and will also prepare a very brief overview for how to use it in a notebook (paired with PA 1.5, see below). The draft of these pages are here: [mude.citg.tudelft.nl/2024/book/draft/programming/gurobi.html#](https://mude.citg.tudelft.nl/2024/book/draft/programming/gurobi.html#).
+
 The book chapter from last year is here: [mude.citg.tudelft.nl/2023/book/optimization/overview.html](https://mude.citg.tudelft.nl/2023/book/optimization/overview.html)
 
 ## General Files
diff --git a/src/teachers/Week_2_5/README_TEACHERS.html b/src/teachers/Week_2_5/README_TEACHERS.html
index f169737ca5eac12b676b14f671774c28f15e69c7..04bf4229af0ec0372a4eac58369a34a892c9be6b 100644
--- a/src/teachers/Week_2_5/README_TEACHERS.html
+++ b/src/teachers/Week_2_5/README_TEACHERS.html
@@ -368,6 +368,7 @@ code {
 <h1 id="readme-for-teachers-in-optimization-week">README for teachers in optimization week</h1>
 <h2 id="book">Book</h2>
 <p>The book draft for this year is here (note the &quot;draft&quot; in the URL): <a href="https://mude.citg.tudelft.nl/2024/book/draft/optimization/overview.html">mude.citg.tudelft.nl/2024/book/draft/optimization/overview.html</a>. Access it with <strong>username: teacher</strong> and <strong>password: access</strong>.</p>
+<p>Note that this year I am including the Gurobi instructions in the book (paired with PA 1.4A, see below), and will also prepare a very brief overview for how to use it in a notebook (paired with PA 1.5, see below). The draft of these pages are here: <a href="https://mude.citg.tudelft.nl/2024/book/draft/programming/gurobi.html#">mude.citg.tudelft.nl/2024/book/draft/programming/gurobi.html#</a>.</p>
 <p>The book chapter from last year is here: <a href="https://mude.citg.tudelft.nl/2023/book/optimization/overview.html">mude.citg.tudelft.nl/2023/book/optimization/overview.html</a></p>
 <h2 id="general-files">General Files</h2>
 <p>Location of non-code files is in Teams: MUDE Team, General Channel, Files: <a href="https://tud365.sharepoint.com/:f:/r/sites/MUDE/Gedeelde%20documenten/General/2024-25%20Materials/Week_2_5?csf=1&amp;web=1&amp;e=wxbPmB"><code>./2024-25 Materials/Week_2_5/.</code> <strong>link</strong></a>.</p>