diff --git a/content/rooms/fragments/v2-state-res.md b/content/rooms/fragments/v2-state-res.md
index e666d7f8..442e400f 100644
--- a/content/rooms/fragments/v2-state-res.md
+++ b/content/rooms/fragments/v2-state-res.md
@@ -45,15 +45,19 @@ whereas the conflicted state set may associate multiple events to the same key.
The *auth chain* of an event *E* is the set containing all of *E*'s auth events,
all of *their* auth events, and so on recursively, stretching back to the
start of the room. Put differently, these are the events reachable by walking
-the graph induced by an event's `auth_events` links.
+the graph induced by an event's `auth_events` links. If *S* is a collection of
+events, the *full auth chain of S* is the union of the auth chains of every
+event *E* in *S*.
**Auth difference.**
The *auth difference* is calculated by first calculating the full auth
-chain for each state *S**i*, that is the union of the auth
-chains for each event in *S**i*, and then taking every event
-that doesn't appear in every auth chain. If *C**i* is the
-full auth chain of *S**i*, then the auth difference is
- ∪ *C**i* − ∩ *C**i*.
+chain for each state *S**i*, and then discarding the events
+belonging to each full auth chain. In symbols: if *C*(*S*) is the full auth
+chain of a collection of events *S*, the auth difference is
+ ∪*i* *C*(*Si*) - ∩*i* *C*(*Si*).
+This can be [computed more efficiently](https://github.com/matrix-org/matrix-spec/issues/1118) as
+ *C*(*F*) - ∩*i* *C*(*Si* - *F*) ,
+where *F* is the full conflicted set.
**Full conflicted set.**
The *full conflicted set* is the union of the conflicted state set and