diff --git a/content/post/20230718-aug17/agenda.csv b/content/post/20230718-aug17/agenda.csv
index 73f5572..662aece 100644
--- a/content/post/20230718-aug17/agenda.csv
+++ b/content/post/20230718-aug17/agenda.csv
@@ -13,7 +13,7 @@ Time,Title,Speaker(s)
 1:50-2:05pm,[Kinetic Open Storage Update](/talks/20230817/philip.kufeldt) ([slides](https://docs.google.com/presentation/d/1Y9oqqHgG35OIZOkHJ2vnZF-B07yNHnZs/edit?usp=sharing&ouid=105297454540541468964&rtpof=true&sd=true)),[Philip Kufeldt](/author/philip-kufeldt)
 **2:05-2:20pm**,**Break** (refreshments provided),
 **2:20-3.05pm**,**Session 3**,
-2:20-2:35pm,[Query processing for a computational storage system](/talks/20230817/aldrin.montana),[Aldrin Montana](/author/aldrin-montana) (UC Santa Cruz)
+2:20-2:35pm,[Query processing for a computational storage system](/talks/20230817/aldrin.montana) ([slides](https://docs.google.com/presentation/d/1EXzTIhxg2BQzeeQ7iTLB8j9LTkVjEQTkbj48cfLqWPc/edit?usp=sharing)),[Aldrin Montana](/author/aldrin-montana) (UC Santa Cruz)
 2:35-3:05pm,"[C2: LANL-Seagate’s Early Prototype for Near-Data, SQL-Like Query Processing](/talks/20230817/qing.zheng) ([slides](/talks/20230817/qing.zheng/c2-ucsc-workshop-slides.pdf))",[Qing Zheng](/author/qing-zheng) (Los Alamos National Lab)
 **3:05-3:20pm**,**Break** (refreshments provided),
 **3:20-4:10pm**,**Session 4**,