diff --git a/inbox/queue/.extraction-debug/2026-03-17-slotkin-ai-guardrails-act.json b/inbox/queue/.extraction-debug/2026-03-17-slotkin-ai-guardrails-act.json
new file mode 100644
index 00000000..6e2a8f16
--- /dev/null
+++ b/inbox/queue/.extraction-debug/2026-03-17-slotkin-ai-guardrails-act.json
@@ -0,0 +1,27 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "slotkin-ai-guardrails-act-first-legislative-conversion-voluntary-to-binding.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 1,
+    "kept": 0,
+    "fixed": 4,
+    "rejected": 1,
+    "fixes_applied": [
+      "slotkin-ai-guardrails-act-first-legislative-conversion-voluntary-to-binding.md:set_created:2026-03-28",
+      "slotkin-ai-guardrails-act-first-legislative-conversion-voluntary-to-binding.md:stripped_wiki_link:voluntary-pledges-fail-under-competition",
+      "slotkin-ai-guardrails-act-first-legislative-conversion-voluntary-to-binding.md:stripped_wiki_link:Anthropics-RSP-rollback-under-commercial-pressure-is-the-fir",
+      "slotkin-ai-guardrails-act-first-legislative-conversion-voluntary-to-binding.md:stripped_wiki_link:only-binding-regulation-with-enforcement-teeth-changes-front"
+    ],
+    "rejections": [
+      "slotkin-ai-guardrails-act-first-legislative-conversion-voluntary-to-binding.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-28"
+}
\ No newline at end of file
diff --git a/inbox/queue/2026-03-17-slotkin-ai-guardrails-act.md b/inbox/queue/2026-03-17-slotkin-ai-guardrails-act.md
index 3f79d82b..80c504f4 100644
--- a/inbox/queue/2026-03-17-slotkin-ai-guardrails-act.md
+++ b/inbox/queue/2026-03-17-slotkin-ai-guardrails-act.md
@@ -7,9 +7,13 @@ date: 2026-03-17
 domain: ai-alignment
 secondary_domains: []
 format: article
-status: unprocessed
+status: null-result
 priority: high
 tags: [AI-Guardrails-Act, Slotkin, Senate, use-based-governance, autonomous-weapons, mass-surveillance, nuclear-AI, legislative-response, voluntary-to-binding, DoD-AI]
+processed_by: theseus
+processed_date: 2026-03-28
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 1 claims, 1 rejected by validator"
 ---
 
 ## Content
@@ -51,3 +55,12 @@ Senator Adam Schiff (D-CA) is drafting complementary legislation placing "common
 PRIMARY CONNECTION: institutional-gap — this bill is the direct legislative attempt to close it; voluntary-pledges-fail-under-competition — this is the proposed statutory remedy
 WHY ARCHIVED: First legislative conversion of voluntary corporate safety commitments into proposed binding law; its trajectory is the key test of whether use-based governance can emerge
 EXTRACTION HINT: Frame the claim around what the bill represents structurally (voluntary→binding conversion attempt), not its passage probability. The significance is in the framing, not the current political odds.
+
+
+## Key Facts
+- Senator Elissa Slotkin introduced the AI Guardrails Act on March 17, 2026
+- The bill would prohibit DoD from using autonomous weapons without human authorization, AI for domestic mass surveillance, and AI for nuclear launch decisions
+- Senator Adam Schiff is drafting complementary legislation on AI warfare and surveillance safeguards
+- UN Secretary-General Guterres has called for binding LAWS prohibition with 2026 target
+- Over 30 countries and organizations have contributed to international LAWS discussions
+- No binding international instrument on LAWS currently exists