diff --git a/data/people/RvM.toml b/data/people/RvM.toml
index daf419c..f30767a 100644
--- a/data/people/RvM.toml
+++ b/data/people/RvM.toml
@@ -8,4 +8,7 @@ forming methods to understand data. He's in particular excited in
 applications in machine learning, improving and making learning more
 interpretable.
 """
+orcid   = "0009-0009-8673-1042"
+web     = "https://richard.topology.rocks"
+bluesky = "richard.topology.rocks"
 github  = "richardvonmoos"
diff --git a/data/publications.bib b/data/publications.bib
index b0a479f..12f621b 100644
--- a/data/publications.bib
+++ b/data/publications.bib
@@ -2020,6 +2020,7 @@ @unpublished{vonMoos26a
   archiveprefix = {arXiv},
   primaryclass  = {cs.LG},
   keywords      = {AI/ML, GDL},
+  tl;dr         = {Invariants capture structure of graphs, are expressive, show dataset heterogeneity, predict multi-task performance, and decouple a tasks dependence on structure and features.},
 }
 
 @unpublished{Limbeck26a,