diff --git a/src/_blog/bacalhau-beta-v1.md b/src/_blog/bacalhau-beta-v1.md
index f1c8fed5..ac0d6f37 100644
--- a/src/_blog/bacalhau-beta-v1.md
+++ b/src/_blog/bacalhau-beta-v1.md
@@ -19,13 +19,12 @@ Today, we are EXCEEDINGLY pleased to announce the Beta of **[Project Bacalhau](h
 
 Since our initial public launch in July, we have heard tons of exciting ways that researchers and entrepreneurs are using Bacalhau. These include:
 
-- [Caltech High Energy Physics](http://hep.caltech.edu/): Caltech is partnering with the Bacalhau Project to support Caltech High Energy Physics (HEP) program's continued growth in massive-scale data processing. Together we plan to expand compute over **tens of petabytes of high energy physics experimental data** produced at unprecedented energies at the **Large Hadron Collider at CERN** in Geneva on the network.
 - [City of Las Vegas & Blocz.io](https://medium.com/blocz/open-grid-alliance-unleashes-monetization-platform-in-las-vegas-5061eae8f946): Blocz IO is excited to partner with Bacalhau to process real-time CCTV data for the City of Las Vegas. Our combined services will significantly reduce costs and scale up the existing safety capabilities for its visitors.
 - [Bacalhau Partners with LabDAO to Accelerate Scientific Progress](https://bacalhau.substack.com/p/bacalhau-partners-with-labdao-to): Our goal is to accelerate progress by making scientific tools more accessible - building distributed compute infrastructure is an essential component on the way there. We are excited to be partnering with the Bacalhau team to integrate this piece of the puzzle together.
 - [Bacalhau Case Studies](https://www.bacalhau.org/casestudies/): 
-    - Surface Ocean CO₂ Atlas (SOCAT): [Youtube Demo](https://www.notion.so/bc395ced30e949139528e1bb62ff4fe7), [Github](https://www.notion.so/bc395ced30e949139528e1bb62ff4fe7)
-    - EUREC4A Cloud Masking: [Github](https://www.notion.so/bc395ced30e949139528e1bb62ff4fe7)
-    - OpenMM Molecular Simulation: [Github](https://www.notion.so/bc395ced30e949139528e1bb62ff4fe7)
+    - Surface Ocean CO₂ Atlas (SOCAT): [Youtube Demo](https://www.youtube.com/watch?v=t2AHD8yJhLY), [Github](https://github.com/wesfloyd/bacalhau_socat_test)
+    - EUREC4A Cloud Masking: [Github](https://github.com/wesfloyd/how_to_eurec4a)
+    - OpenMM Molecular Simulation: [Github](https://github.com/wesfloyd/openmm-test)
 
 Based on user feedback, we are introducing a breadth of new features to help people adopt compute over data even faster.