diff --git a/README.md b/README.md
index 5f57518..6d037ff 100644
--- a/README.md
+++ b/README.md
@@ -216,7 +216,7 @@
---
-## 🍿 other recommended articles
+## 🍿 articles
@@ -253,6 +253,7 @@
* [the daily ape on mev](https://thedailyape.notion.site/MEV-8713cb4c2df24f8483a02135d657a221)
* [mev.day amsterdam 2022](https://mevday.org/)
* [cryptocurrency historical data snapshot](https://coinmarketcap.com/historical/)
+* [mempool privacy research list, by a. obadia](https://collective.flashbots.net/t/bookmarks-relevant-for-mempool-privacy-researchers/1091)