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diff --git a/sessions/XXFEXQ.md b/sessions/XXFEXQ.md
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--- a/sessions/XXFEXQ.md
+++ b/sessions/XXFEXQ.md
@@ -11,7 +11,7 @@ room: "Track 2 - Panels and Workshops"
 length: "20"
 time: "Sunday, 16:30"
 time_iso: "2021-07-11T16:30:00Z"
-resources: [{ description: "Veniamin Veselovsky Photo", url: "/attachments/XXFEXQ_IMG_0872_uzody1U.jpg" }]
+resources: []
 recording: False
 ---
 The rise of organized editing practices in the OpenStreetMap community has outpaced research methods for identifying mappers participating in these efforts and evaluating their work. This research uses machine-learning to improve upon prior approaches to estimating corporate editing on OSM, contributing both a novel methodology as well as summary statistics that shed light on corporate editing behavior in OSM.