diff --git a/content/community/logic-group.md b/content/community/logic-group.md
index 35d08c4..b44c6f9 100644
--- a/content/community/logic-group.md
+++ b/content/community/logic-group.md
@@ -15,6 +15,8 @@ given: [https://rairlab.github.io/logic-group/](https://rairlab.github.io/logic-
 
 I presented the following:
 
+01/31/2024: An original talk titled "Planning under Qualitative Uncertainty - Initial Thoughts"
+
 01/24/2024: An original talk titled "Spectra: STRIPS-Inspired AI Planner based on Automated Reasoning"
 
 10/25/2023: An original talk titled "Introduction to Goal Recognition as Planning"
diff --git a/content/research/_index.md b/content/research/_index.md
index 082fa7f..3d70532 100644
--- a/content/research/_index.md
+++ b/content/research/_index.md
@@ -36,7 +36,7 @@ unification algorithms, to building
 tools for interactive theorem provers.
 
 - With Andrew Marshall and Kimberly Cornell, we're currently developing a new syntactic AC algorithm.
-- With Thomas Ferguson and James Oswald we formaliezd a model theory for a fragment of the Deontic Cognitive Event Calculus.
+- With Thomas Ferguson and James Oswald we formalized a model theory for a fragment of the Deontic Cognitive Event Calculus.
 - With James Oswald we've built interactive theorem provers and showed validity of large proofs in parallel using a high performance cluster.