diff --git a/pages/In Praise of Search Tools/LongYear_Version2(1).png b/pages/In Praise of Search Tools/LongYear_Version2(1).png
deleted file mode 100644
index b9725eb..0000000
Binary files a/pages/In Praise of Search Tools/LongYear_Version2(1).png and /dev/null differ
diff --git a/pages/ai.image.generation.md b/pages/ai.image.generation.md
index 63701bb..5584731 100644
--- a/pages/ai.image.generation.md
+++ b/pages/ai.image.generation.md
@@ -1,4 +1,5 @@
 - https://colab.research.google.com/drive/1lx9AGsrh7MlyJhK9UrNTK8pYpARnx457?usp=sharing
+- https://colab.research.google.com/github/alembics/disco-diffusion/blob/main/Disco_Diffusion.ipynb#scrollTo=1YwMUyt9LHG1
 
 ## midjourney AI
 - https://www.youtube.com/watch?v=9Z7ALQrRq_k
diff --git a/pages/ai.image.processing.md b/pages/ai.image.processing.md
index 920f4b5..6324f2a 100644
--- a/pages/ai.image.processing.md
+++ b/pages/ai.image.processing.md
@@ -26,7 +26,6 @@
 - waifu2x
 - https://github.com/IBM/MAX-Image-Resolution-Enhancer
 - https://github.com/kritiksoman/GIMP-ML [[tools.gimp]]
-- 
 
 
 ## style transfer
diff --git a/pages/tools.gimp.md b/pages/tools.gimp.md
new file mode 100644
index 0000000..e69de29