diff --git a/the agora as a social knowledge graph.md b/the agora as a social knowledge graph.md
index b7e5de304..47b11063b 100644
--- a/the agora as a social knowledge graph.md	
+++ b/the agora as a social knowledge graph.md	
@@ -11,7 +11,7 @@
 			- Because links between two nodes in an Agora can be [[annotated]] (i.e. #tagged or qualified by other nearby links) and have multiplicity, the Agora is in fact a [[hypergraph]].
 			- Individual agoras are expected to federate and organize into greater Agora networks, which are in themselves graph-like at a higher level.
 		- On a system level, there exists a [[reference Agora]] that provides a minimum viable implementation for the [[underlay]], [[interlay]], [[overlay]] components of the [[distributed knowledge graph]].
-			- In the reference Agora, links can be said to [[fan out]] by default in the sense that they are evaluated in social context
+			- In the reference Agora, links can be said to [[fan out]] by default in the sense that they are evaluated in social context in individual contributions (resulting in following a link sometimes surfacing more than what the individual author envisioned.)
 			- We are using said reference Agora to refine the proposed system and run experiments.
 			- Some hypotheses that we are testing:
 				- Individual contributions can be useful on average when served best-effort in a social context at the cost of adopting a default social stance (at little extra effort over baseline), and this mechanism benefits from network effects.