diff --git a/homomorphic_encryption/README.md b/homomorphic_encryption/README.md
index 2748360..6c4a8d1 100644
--- a/homomorphic_encryption/README.md
+++ b/homomorphic_encryption/README.md
@@ -6,9 +6,13 @@
-##### learning
+#### cool readings
* **[a fully homomorphic encryption scheme, by c. gentry (2009)](https://crypto.stanford.edu/craig/craig-thesis.pdf)**
-
-##### applications
* **[combining machine learning and homomorphic encryption in the apple ecosystem (2024)](https://machinelearning.apple.com/research/homomorphic-encryption)**
+
+
+
+#### cool talks
+
+* **[encrypted mempools: a path to ethereum l1, by m. harvey-hill](https://www.youtube.com/watch?v=mUoWwRoHrvk)**