diff --git a/.obsidian/plugins/obsidian-full-calendar/data.json b/.obsidian/plugins/obsidian-full-calendar/data.json
index 6e422ef77..5ad015aad 100644
--- a/.obsidian/plugins/obsidian-full-calendar/data.json
+++ b/.obsidian/plugins/obsidian-full-calendar/data.json
@@ -5,55 +5,35 @@
       "color": "#ffffff",
       "heading": "Calendar Tasks"
     },
-    {
-      "type": "local",
-      "color": "#e557c6",
-      "directory": "900s Calendars/1. Other Work"
-    },
-    {
-      "type": "local",
-      "color": "#d93a3a",
-      "directory": "900s Calendars/2. Research"
-    },
-    {
-      "type": "local",
-      "color": "#deff38",
-      "directory": "900s Calendars/3. Events"
-    },
-    {
-      "type": "local",
-      "color": "#88c1dd",
-      "directory": "300s School/ME 2016 - Nonlinear Dynamical Systems 1"
-    },
-    {
-      "type": "local",
-      "color": "#58fdc6",
-      "directory": "300s School/NUCE 2100 - Fundamentals of Nuclear Engineering"
-    },
-    {
-      "type": "local",
-      "color": "#4e6ca6",
-      "directory": "300s School/ME 2085 - Graduate Seminar"
-    },
-    {
-      "type": "local",
-      "color": "#ff841f",
-      "directory": "900s Calendars/0. Deadlines"
-    },
     {
       "type": "ical",
-      "color": "#2b00ff",
+      "color": "#89c4fb",
       "url": "https://outlook.office365.com/owa/calendar/40c8aa38153f4b1c81452964fc63cf83@pitt.edu/f450534d1f104a53b0b58f1d1953105416980344478428784892/calendar.ics"
     },
     {
       "type": "ical",
-      "color": "#83ff7a",
+      "color": "#e1dbe1",
       "url": "https://www.officeholidays.com/ics-fed/usa"
     },
     {
       "type": "local",
-      "color": "#c2e660",
-      "directory": "4 Qualifying Exam/2 Writing"
+      "color": "#e13d3d",
+      "directory": "900s Calendars/Research"
+    },
+    {
+      "type": "local",
+      "color": "#ed840c",
+      "directory": "900s Calendars/Learning"
+    },
+    {
+      "type": "local",
+      "color": "#abf85d",
+      "directory": "900s Calendars/Service"
+    },
+    {
+      "type": "local",
+      "color": "#c787d9",
+      "directory": "900s Calendars/Teaching"
     }
   ],
   "defaultCalendar": 0,
diff --git a/1 Daily Notes/2025/2025-02-20.md b/1 Daily Notes/2025/2025-02-20.md
index f543dd7b6..8e1e66829 100644
--- a/1 Daily Notes/2025/2025-02-20.md	
+++ b/1 Daily Notes/2025/2025-02-20.md	
@@ -11,6 +11,10 @@ tags:
 ## What's the plan?
 - [<] TLA Learning Plan #TLA ⏫ ⏳ 2025-02-20 📅 2025-02-20
 - [ ] Do something with Robert's Email #Email 📅 2025-02-20 ⏳ 2025-02-20 
+- [ ] Join union discord #Union ⏳ 2025-02-21 📅 2025-02-21
+- [ ] Invite Yiyang to signal chat #Union ⏳ 2025-02-21 📅 2025-02-21
+- [ ] Set up union github repo #Union ⏳ 2025-02-21 📅 2025-02-21
+
 ## What's the results!
 ```tasks
 done 2025-02-20
@@ -20,8 +24,8 @@ group by tags
 
 # Calendar Tasks
 -  Drive Home [startTime:: 18:30]  [endTime:: 19:00]
--  Drive back to school [startTime:: 15:45]  [endTime:: 16:00]
--  Drive to School [startTime:: 10:00]  [endTime:: 10:30]
--  Drive home [startTime:: 15:00]  [endTime:: 15:15]
--  QSG SOTA [startTime:: 12:00]  [endTime:: 13:00]
--  Gym Showah [startTime:: 20:30]  [endTime:: 22:00]
\ No newline at end of file
+-  BORGER [startTime:: 15:00]  [endTime:: 16:00]
+-  Drive to School [startTime:: 12:40]  [endTime:: 13:00]
+-  Drive home [startTime:: 12:00]  [endTime:: 12:15]
+-  QSG SOTA [startTime:: 11:00]  [endTime:: 12:00]
+-  Gym Showah [startTime:: 20:30]  [endTime:: 22:00]
diff --git a/1 Daily Notes/2025/2025-02-21.md b/1 Daily Notes/2025/2025-02-21.md
index c01c79393..df41e4a00 100644
--- a/1 Daily Notes/2025/2025-02-21.md	
+++ b/1 Daily Notes/2025/2025-02-21.md	
@@ -17,10 +17,4 @@ sort by urgency
 group by tags
 ```
 
-# Calendar Tasks
--  ME2046 HW3 [startTime:: 14:45]  [endTime:: 16:00]
--  ME2046 HW3 [startTime:: 14:45]  [endTime:: 16:00]
--  TLA Time [startTime:: 14:30]  [endTime:: 15:30]
--  Read Papers [startTime:: 13:30]  [endTime:: 14:30]
--  Reading Papers and Flex Time [startTime:: 12:00]  [endTime:: 13:30]
--  QSG SOTA [startTime:: 08:00]  [endTime:: 09:30]
\ No newline at end of file
+# Calendar Tasks
\ No newline at end of file
diff --git a/900s Calendars/2. Research/2. Research - README.md b/900s Calendars/2. Research/2. Research - README.md
deleted file mode 100644
index 454770e45..000000000
--- a/900s Calendars/2. Research/2. Research - README.md	
+++ /dev/null
@@ -1,22 +0,0 @@
-# Table of Contents for 2. Research
-
-## Files
-- [[2024-08-26 Fighting with the BeagleBone.md]]
-- [[2024-08-28 HAIS Journal Club.md]]
-- [[2024-09-10 Nuclear Engineering Steering Committee - Conf Room A UClub.md]]
-
-## Summary
-Here's a concise description of the contents in the folder:
-
-This folder contains notes and meeting schedules from various research-related events and meetings.
-
-*   **Meeting Notes**
-
-    *   [[2024-08-26 Fighting with the BeagleBone]]: Notes on an experiment involving the BeagleBone board, including issues with virtual environments and connecting to a server.
-    *   [[2 pymodbus On the BeagleBone]]: Additional information on using pymodbus on the BeagleBone board for hardware-in-the-loop HIL (Hardware-In-The-Loop) experiments.
-*   **Event Schedules**
-
-    *   [[2024-08-28 HAIS Journal Club]]: A schedule for a journal club meeting, including start and end times, date, and location.
-    *   [[Nuclear Engineering Steering Committee - Conf Room A UClub]]: A schedule for a Nuclear Engineering Steering Committee meeting, including start and end times, date, and location.
-
-Generated by llama3.2:latest
diff --git a/900s Calendars/900s Calendars - README.md b/900s Calendars/900s Calendars - README.md
index 8177d723d..c442c1b52 100644
--- a/900s Calendars/900s Calendars - README.md	
+++ b/900s Calendars/900s Calendars - README.md	
@@ -3,17 +3,13 @@
 ## Subdirectories
 - [[0. Deadlines/0. Deadlines - README]]
 - [[1. Other Work/1. Other Work - README]]
-- [[2. Research/2. Research - README]]
 - [[3. Events/3. Events - README]]
+- [[Learning/Learning - README]]
+- [[Research/Research - README]]
+- [[Service/Service - README]]
+- [[Teaching/Teaching - README]]
 
 ## Summary
-# Contents of the [Calendar Notes] Folder
 
-This folder contains notes related to calendars for the 900s. The contents include:
-
-* Deadlines-related notes, including a [[0. Deadlines/0. Deadlines - README]] that outlines important dates and milestones
-* Work-related notes, including a [[1. Other Work/1. Other Work - README]] on ongoing projects and tasks
-* Research notes, including a [[2. Research/2. Research - README]] on studies and findings related to the 900s
-* Event-related notes, including a [[3. Events/3. Events - README]] that summarizes important events and milestones from the era
 
 Generated by llama3.2:latest
diff --git a/900s Calendars/Learning/Learning - README.md b/900s Calendars/Learning/Learning - README.md
new file mode 100644
index 000000000..ada5059b2
--- /dev/null
+++ b/900s Calendars/Learning/Learning - README.md	
@@ -0,0 +1,6 @@
+# Table of Contents for Learning
+
+## Summary
+
+
+Generated by llama3.2:latest
diff --git a/900s Calendars/2. Research/2024-08-26 Fighting with the BeagleBone.md b/900s Calendars/Research/2024-08-26 Fighting with the BeagleBone.md
similarity index 100%
rename from 900s Calendars/2. Research/2024-08-26 Fighting with the BeagleBone.md
rename to 900s Calendars/Research/2024-08-26 Fighting with the BeagleBone.md
diff --git a/900s Calendars/2. Research/2024-08-28 HAIS Journal Club.md b/900s Calendars/Research/2024-08-28 HAIS Journal Club.md
similarity index 100%
rename from 900s Calendars/2. Research/2024-08-28 HAIS Journal Club.md
rename to 900s Calendars/Research/2024-08-28 HAIS Journal Club.md
diff --git a/900s Calendars/2. Research/2024-09-10 Nuclear Engineering Steering Committee - Conf Room A UClub.md b/900s Calendars/Research/2024-09-10 Nuclear Engineering Steering Committee - Conf Room A UClub.md
similarity index 100%
rename from 900s Calendars/2. Research/2024-09-10 Nuclear Engineering Steering Committee - Conf Room A UClub.md
rename to 900s Calendars/Research/2024-09-10 Nuclear Engineering Steering Committee - Conf Room A UClub.md
diff --git a/900s Calendars/Research/Research - README.md b/900s Calendars/Research/Research - README.md
new file mode 100644
index 000000000..0f5746f6a
--- /dev/null
+++ b/900s Calendars/Research/Research - README.md	
@@ -0,0 +1,11 @@
+# Table of Contents for Research
+
+## Files
+- [[2024-08-26 Fighting with the BeagleBone.md]]
+- [[2024-08-28 HAIS Journal Club.md]]
+- [[2024-09-10 Nuclear Engineering Steering Committee - Conf Room A UClub.md]]
+
+## Summary
+
+
+Generated by llama3.2:latest
diff --git a/900s Calendars/Service/Service - README.md b/900s Calendars/Service/Service - README.md
new file mode 100644
index 000000000..214c0d808
--- /dev/null
+++ b/900s Calendars/Service/Service - README.md	
@@ -0,0 +1,6 @@
+# Table of Contents for Service
+
+## Summary
+
+
+Generated by llama3.2:latest
diff --git a/900s Calendars/Teaching/2025-02-21 QSG SOTA PREP.md b/900s Calendars/Teaching/2025-02-21 QSG SOTA PREP.md
new file mode 100644
index 000000000..aeb4f3b85
--- /dev/null
+++ b/900s Calendars/Teaching/2025-02-21 QSG SOTA PREP.md	
@@ -0,0 +1,8 @@
+---
+title: QSG SOTA PREP
+allDay: false
+startTime: 08:30
+endTime: 10:00
+date: 2025-02-21
+completed: null
+---
diff --git a/900s Calendars/Teaching/Teaching - README.md b/900s Calendars/Teaching/Teaching - README.md
new file mode 100644
index 000000000..4fc84c6ff
--- /dev/null
+++ b/900s Calendars/Teaching/Teaching - README.md	
@@ -0,0 +1,9 @@
+# Table of Contents for Teaching
+
+## Files
+- [[2025-02-21 QSG SOTA PREP.md]]
+
+## Summary
+
+
+Generated by llama3.2:latest
diff --git a/reddup.sh b/reddup.sh
index 43aa76eba..d76b42e48 100755
--- a/reddup.sh
+++ b/reddup.sh
@@ -114,7 +114,7 @@ if [ -f "$readme" ]; then
 fi
 
     if [ $static_changed -eq 0 ]; then
-        echo "[$count/$total] No change: $dir"
+        #echo "[$count/$total] No change: $dir"
         rm "$tmp_static"
         continue
     fi
@@ -139,6 +139,7 @@ unset 'FIND_CONDITIONS[${#FIND_CONDITIONS[@]}-1]'
 
 # Now use find with these conditions.
 # Pull in the content of all markdown files in this folder (excluding the generated README)
+
 folder_md=$(find "$dir" -maxdepth 1 -type f \( "${FIND_CONDITIONS[@]}" \) ! -path "$readme" \
   -exec sh -c 'for file; do
       echo "=======$file========="
@@ -153,24 +154,24 @@ $(cat "$tmp_static")
 Item 2:
 $folder_md"
 
-echo ""
-echo "Prompt:"
-echo "================="
-echo $prompt
-summary=$(ollama run llama3.2 "$prompt")
-echo ""
-echo "Summary:"
-echo "================="
-echo $summary
+#echo ""
+#echo "Prompt:"
+#echo "================="
+#echo $prompt
+#summary=$(ollama run llama3.2 "$prompt")
+#echo ""
+#echo "Summary:"
+#echo "================="
+#echo $summary
    
     
     # Build the full new content: static portion + summary section.
     {
       cat "$tmp_static"
-      echo "## Summary"
-      echo "$summary"
-      echo ""
-      echo "Generated by llama3.2:latest"
+#      echo "## Summary"
+#      echo "$summary"
+#      echo ""
+#      echo "Generated by llama3.2:latest"
     } > "$readme"
 
     rm "$tmp_static"