diff --git a/.devcontainer/requirements.txt b/.devcontainer/requirements.txt
index 5420b206..815293db 100644
--- a/.devcontainer/requirements.txt
+++ b/.devcontainer/requirements.txt
@@ -2,7 +2,7 @@ gensim==4.3.3
 gym==0.26.2
 huggingface==0.0.1
 imageio==2.35.0
-keras==3.11.3
+keras==3.12.0
 nltk==3.8.1
 pandas==2.2.2
 pillow==10.4.0
diff --git a/binder/requirements.txt b/binder/requirements.txt
index 13f8bec8..0a331582 100644
--- a/binder/requirements.txt
+++ b/binder/requirements.txt
@@ -2,7 +2,7 @@ gensim==4.3.3
 gym==0.26.2
 huggingface==0.0.1
 imageio==2.35.0
-keras==3.11.3
+keras==3.12.0
 nltk==3.8.2
 pandas==2.0.3
 pillow==10.4.0
diff --git a/requirements.txt b/requirements.txt
index 5420b206..815293db 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,7 +2,7 @@ gensim==4.3.3
 gym==0.26.2
 huggingface==0.0.1
 imageio==2.35.0
-keras==3.11.3
+keras==3.12.0
 nltk==3.8.1
 pandas==2.2.2
 pillow==10.4.0