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@@ -35,10 +35,8 @@ A curated list of resources for learning and programming in Noir.
 ### Talks and workshops
 
 - [Inside Aztec Labs Youtube playlist](https://www.youtube.com/playlist?list=PLabpoAlaCBY2-sW1C8UDo16SRaMNFrnt1) - Includes videos reviewing Private Transactions, the kernel circuit, Noir Contract Syntax, Cross chain communication and tree data structures.
-- [Intro to Aztec.nr](https://www.youtube.com/watch?v=58YWjQe6Cqs&list=PLabpoAlaCBY0XuHR5q3jKqKGYWbP4fDeU) - Aztec.nr is the smart contract framework for Noir contract written on Aztec.
-- [Privacy Preserving Smart Contract Architectures](https://www.youtube.com/watch?v=09nDPDN1ORA)
-  - We explore potential ways of enabling encrypted programmable blockchain networks, with strong privacy guarantees. We will analyze existing architectures and their trade-offs, as well new solutions that preserve traditional smart-contract semantics.
-  - Zac Williamson is Co-Founder and CEO of Aztec Protocol
+- [Intro to Aztec.nr](https://www.youtube.com/watch?v=58YWjQe6Cqs&list=PLabpoAlaCBY0XuHR5q3jKqKGYWbP4fDeU) - An introductory workshop for Aztec.nr, the smart contract framework for Noir contracts written on Aztec.
+- [Privacy Preserving Smart Contract Architectures](https://www.youtube.com/watch?v=09nDPDN1ORA) - Zac Williamson, the co-founder and CEO of Aztec Labs, explores how to enable encrypted programmable blockchain networks with strong privacy guarantees. 
 - [Private-Public Composability](https://www.youtube.com/watch?v=7Oc0tjdbi70&t=17723s)
 - [How to build a SNARK](https://www.youtube.com/watch?v=j6wlamEPKlE) - Zac Williamson