diff --git a/content/en/learn/module-0/conversation.mdx b/content/en/learn/module-0/conversation.mdx
index f5f254c09..5c049a7e2 100644
--- a/content/en/learn/module-0/conversation.mdx
+++ b/content/en/learn/module-0/conversation.mdx
@@ -116,7 +116,7 @@ Clear listening.
 
 > "More and more I see the value of human conversation: the value of what arises between us when we speak in truth with what we have and what we seek. All of us. When I see this human conversation that **must** arise again, there is something more that is asked here. Which is that human beings begin to converse for ourselves, and with ourselves, so that we can - once again - **find what was old community in future form**. And that will only grow out of a conversation about that which we know, and that which we wish to know."
 
-This notion of "that which we wish to know" leads us to a [surprising story](https://publicism.info/science/machines/9.html) about another complementary pair of opposites: artificial intelligence and intelligence augmentation. It is a story which reveals how the future of search is now understood to be conversation: an ongoing dialogue about the tension between automating and augmenting the human experience. What is most fascinating is that
+This notion of "that which we wish to know" leads us to a [surprising story](https://web.archive.org/web/20230202072611/https://publicism.info/science/machines/9.html) about another complementary pair of opposites: artificial intelligence and intelligence augmentation. It is a story which reveals how the future of search is now understood to be conversation: an ongoing dialogue about the tension between automating and augmenting the human experience. What is most fascinating is that
 
 > Human-machine interaction is a form of conversation, a dynamical process, in which the participants learn about each other.