diff --git a/MEV_strategies/atomic_arb/README.md b/MEV_strategies/atomic_arb/README.md
index 755bcf2..9a050a9 100644
--- a/MEV_strategies/atomic_arb/README.md
+++ b/MEV_strategies/atomic_arb/README.md
@@ -36,6 +36,7 @@
 
 <br>
 
+* **[atomic execution is not enough for arbitrage profit extraction in shared sequencers, by m. silva (2025)](https://www.youtube.com/watch?v=yhzMvaHhAOQ)**
 * [anatomy of arber bots](https://github.com/go-outside-labs/mev-toolkit/blob/main/MEV_searchers/bots/arbers.md)
 * [analyzing mev bot's arb, by et](https://medium.com/@etdu/analyzing-an-mev-bots-arbitrage-on-ethereum-c6980cfd347)
 * [how to automate triangular arb recognition](https://mirror.xyz/0xc19565163aFdEe3783FC970E4Bd0275B11848d34/5-tFRGLVbVq0uCLnWnw7B0D-mD7GKZr1DfPXhyopU0Y)