diff --git a/_101.json b/_101.json
index babaff93..2215f7ed 100644
--- a/_101.json
+++ b/_101.json
@@ -19,7 +19,7 @@
     "institute": "",
     "insturl": "",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },
@@ -31,7 +31,7 @@
     "institute": "MSP",
     "insturl": "",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },
@@ -43,7 +43,7 @@
     "institute": "MSP",
     "insturl": "",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },
@@ -55,7 +55,7 @@
     "institute": "University of Edinburgh",
     "insturl": "",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },
@@ -67,7 +67,7 @@
     "institute": "MSP",
     "insturl": "",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },
@@ -77,9 +77,9 @@
     "speaker": "Zanzi Mihejevs",
     "speakerurl": "",
     "institute": "GlAiVe Research",
-    "insturl": "",
+    "insturl": "https://glaive-research.org/",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },
@@ -91,7 +91,7 @@
     "institute": "MSP",
     "insturl": "",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },
@@ -103,7 +103,7 @@
     "institute": "MSP",
     "insturl": "",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },
@@ -115,7 +115,7 @@
     "institute": "MSP",
     "insturl": "",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },
@@ -127,7 +127,7 @@
     "institute": "MSP",
     "insturl": "",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },
@@ -139,7 +139,7 @@
     "institute": "MSP",
     "insturl": "",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },
@@ -151,7 +151,7 @@
     "institute": "MSP",
     "insturl": "",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },
@@ -163,7 +163,7 @@
     "institute": "MSP",
     "insturl": "",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },
@@ -175,7 +175,7 @@
     "institute": "MSP",
     "insturl": "",
     "title": "TBD",
-    "abstract": "TBD",
+    "abstract": "",
     "location": "LT1414a and Online",
     "material":  []
   },