diff --git a/pages/ai.image.generation.md b/pages/ai.image.generation.md
index f406b7b..0f63ad9 100644
--- a/pages/ai.image.generation.md
+++ b/pages/ai.image.generation.md
@@ -13,12 +13,15 @@
 - https://www.youtube.com/watch?v=9Z7ALQrRq_k
 
 ##### dall-e
-
-[[ai.image.processing]]
-### video
-- https://app.pictory.ai/textinput
 - https://openai.com/blog/dall-e/
 
+[[ai.image.processing]]
+
+### video
+- https://app.pictory.ai/textinput
+
+#### VQGAN-CLIP-GENERATOR
+- `This is a package (with available [notebook](https://github.com/rkhamilton/vqgan-clip-generator/blob/main/vqgan_clip_generator.ipynb)) for running VQGAN+CLIP locally, with a focus on ease of use, good documentation, and generating smooth style transfer videos.`
 
 #### DiscoDiffusion
 ![[fcnmod7zff191.webp]]
@@ -35,10 +38,11 @@
 - https://www.reddit.com/r/DiscoDiffusion/comments/uaem27/new_technique_adding_text_while_processing/
 
 ## Generating views
-`[NeRF](http://www.matthewtancik.com/nerf) (Neural Radiance Fields) is a method that achieves state-of-the-art results for synthesizing novel views of complex scenes. Here are some videos generated by this repository (pre-trained models are provided below):`
+`NeRF(Neural Radiance Fields) is a method that achieves state-of-the-art results for synthesizing novel views of complex scenes.`
 
 ### examples
 - https://www.reddit.com/r/MediaSynthesis/comments/uw5nqu/some_additional_nerf_madness/
+- (http://www.matthewtancik.com/nerf) 
 
 ### Tools
 - https://github.com/yenchenlin/nerf-pytorch
diff --git a/pages/areas.artificial intelligence.md b/pages/areas.artificial intelligence.md
index 0c64af7..d052625 100644
--- a/pages/areas.artificial intelligence.md	
+++ b/pages/areas.artificial intelligence.md	
@@ -51,3 +51,7 @@ https://old.reddit.com/r/MachineLearning/comments/m554cq/project_new_python_pack
 
 ---
 Check out Hacker News's post: https://t.me/another_hacker_news/156974
+
+
+------------
+