diff --git a/inbox/archive/.extraction-debug/2026-02-01-ctam-creators-consumers-trust-media-2026.json b/inbox/archive/.extraction-debug/2026-02-01-ctam-creators-consumers-trust-media-2026.json
new file mode 100644
index 00000000..bb8153de
--- /dev/null
+++ b/inbox/archive/.extraction-debug/2026-02-01-ctam-creators-consumers-trust-media-2026.json
@@ -0,0 +1,26 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "short-form-creator-content-is-primary-discovery-mechanism-with-66-percent-of-users-finding-new-content-through-clips-not-traditional-marketing.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 1,
+    "kept": 0,
+    "fixed": 3,
+    "rejected": 1,
+    "fixes_applied": [
+      "short-form-creator-content-is-primary-discovery-mechanism-with-66-percent-of-users-finding-new-content-through-clips-not-traditional-marketing.md:set_created:2026-03-16",
+      "short-form-creator-content-is-primary-discovery-mechanism-with-66-percent-of-users-finding-new-content-through-clips-not-traditional-marketing.md:stripped_wiki_link:social-video-is-already-25-percent-of-all-video-consumption-",
+      "short-form-creator-content-is-primary-discovery-mechanism-with-66-percent-of-users-finding-new-content-through-clips-not-traditional-marketing.md:stripped_wiki_link:creator-and-corporate-media-economies-are-zero-sum-because-t"
+    ],
+    "rejections": [
+      "short-form-creator-content-is-primary-discovery-mechanism-with-66-percent-of-users-finding-new-content-through-clips-not-traditional-marketing.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-16"
+}
\ No newline at end of file
diff --git a/inbox/archive/2026-02-01-ctam-creators-consumers-trust-media-2026.md b/inbox/archive/2026-02-01-ctam-creators-consumers-trust-media-2026.md
index eae2757c..b5e605ae 100644
--- a/inbox/archive/2026-02-01-ctam-creators-consumers-trust-media-2026.md
+++ b/inbox/archive/2026-02-01-ctam-creators-consumers-trust-media-2026.md
@@ -7,9 +7,13 @@ date: 2026-02-01
 domain: entertainment
 secondary_domains: [cultural-dynamics]
 format: report
-status: unprocessed
+status: null-result
 priority: medium
 tags: [creator-economy, trust, content-discovery, fan-engagement, media-2026]
+processed_by: clay
+processed_date: 2026-03-16
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 1 claims, 1 rejected by validator"
 ---
 
 ## Content
@@ -38,3 +42,9 @@ CTAM analysis of how creators and community content are reshaping media trust dy
 PRIMARY CONNECTION: [[social video is already 25 percent of all video consumption and growing because dopamine-optimized formats match generational attention patterns]]
 WHY ARCHIVED: The 66% discovery statistic extends the social video claim from consumption to DISCOVERY — community/creator channels now control how audiences find content
 EXTRACTION HINT: The discovery-as-distribution mechanism is the key claim. If community controls discovery, community controls distribution.
+
+
+## Key Facts
+- CTAM is the Cable & Telecommunications Association for Marketing, representing the cable/telecommunications industry
+- AMC Networks and BritBox are cited as examples of traditional media using fan-first activation strategies
+- CTAM frames successful media strategies as requiring 'testing, learning, and adapting' rather than top-down commissioning