diff --git a/lectures/additive_functionals.md b/lectures/additive_functionals.md
index 326fb085..28313a23 100644
--- a/lectures/additive_functionals.md
+++ b/lectures/additive_functionals.md
@@ -4,7 +4,7 @@ jupytext:
     extension: .md
     format_name: myst
     format_version: 0.13
-    jupytext_version: 1.14.5
+    jupytext_version: 1.16.7
 kernelspec:
   display_name: Python 3 (ipykernel)
   language: python
diff --git a/lectures/amss.md b/lectures/amss.md
index 7ed2692f..d96cb445 100644
--- a/lectures/amss.md
+++ b/lectures/amss.md
@@ -3,8 +3,10 @@ jupytext:
   text_representation:
     extension: .md
     format_name: myst
+    format_version: 0.13
+    jupytext_version: 1.16.7
 kernelspec:
-  display_name: Python 3
+  display_name: Python 3 (ipykernel)
   language: python
   name: python3
 ---
diff --git a/lectures/amss2.md b/lectures/amss2.md
index 30089093..b6230572 100644
--- a/lectures/amss2.md
+++ b/lectures/amss2.md
@@ -3,8 +3,10 @@ jupytext:
   text_representation:
     extension: .md
     format_name: myst
+    format_version: 0.13
+    jupytext_version: 1.16.7
 kernelspec:
-  display_name: Python 3
+  display_name: Python 3 (ipykernel)
   language: python
   name: python3
 ---
diff --git a/lectures/amss3.md b/lectures/amss3.md
index 4369e30b..bf273b0a 100644
--- a/lectures/amss3.md
+++ b/lectures/amss3.md
@@ -3,8 +3,10 @@ jupytext:
   text_representation:
     extension: .md
     format_name: myst
+    format_version: 0.13
+    jupytext_version: 1.16.7
 kernelspec:
-  display_name: Python 3
+  display_name: Python 3 (ipykernel)
   language: python
   name: python3
 ---
diff --git a/lectures/chang_credible.md b/lectures/chang_credible.md
index 7d37c2a8..be079e7f 100644
--- a/lectures/chang_credible.md
+++ b/lectures/chang_credible.md
@@ -3,8 +3,10 @@ jupytext:
   text_representation:
     extension: .md
     format_name: myst
+    format_version: 0.13
+    jupytext_version: 1.16.7
 kernelspec:
-  display_name: Python 3
+  display_name: Python 3 (ipykernel)
   language: python
   name: python3
 ---