diff --git a/domains/internet-finance/pro-rata-ico-allocation-creates-capital-inefficiency-through-massive-oversubscription-refunds.md b/domains/internet-finance/pro-rata-ico-allocation-creates-capital-inefficiency-through-massive-oversubscription-refunds.md
index 31cae72a..85a61e99 100644
--- a/domains/internet-finance/pro-rata-ico-allocation-creates-capital-inefficiency-through-massive-oversubscription-refunds.md
+++ b/domains/internet-finance/pro-rata-ico-allocation-creates-capital-inefficiency-through-massive-oversubscription-refunds.md
@@ -34,6 +34,12 @@ The lower volatility in recent launches could reflect declining speculative inte
 
 Solomon's 51x oversubscription ($102.9M committed vs $8M accepted) required returning $94.9M to participants, demonstrating the capital inefficiency of oversubscribed raises even when the platform caps final acceptance.
 
+
+### Additional Evidence (confirm)
+*Source: [[2026-03-09-futarddotio-x-archive]] | Added: 2026-03-16*
+
+The first Futardio raise demonstrated this exact inefficiency: $11M committed against $50K minimum, requiring automated refunds for excess capital. The 220x oversubscription means ~99.5% of committed capital was returned, validating the capital inefficiency claim with real data.
+
 ---
 
 Relevant Notes:
diff --git a/inbox/archive/.extraction-debug/2026-03-09-futarddotio-x-archive.json b/inbox/archive/.extraction-debug/2026-03-09-futarddotio-x-archive.json
new file mode 100644
index 00000000..95377cdd
--- /dev/null
+++ b/inbox/archive/.extraction-debug/2026-03-09-futarddotio-x-archive.json
@@ -0,0 +1,25 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "futarchy-governed-permissionless-launches-create-220x-oversubscription-validating-compressed-fundraising-timelines.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 1,
+    "kept": 0,
+    "fixed": 2,
+    "rejected": 1,
+    "fixes_applied": [
+      "futarchy-governed-permissionless-launches-create-220x-oversubscription-validating-compressed-fundraising-timelines.md:set_created:2026-03-16",
+      "futarchy-governed-permissionless-launches-create-220x-oversubscription-validating-compressed-fundraising-timelines.md:stripped_wiki_link:cryptos-primary-use-case-is-capital-formation-not-payments-o"
+    ],
+    "rejections": [
+      "futarchy-governed-permissionless-launches-create-220x-oversubscription-validating-compressed-fundraising-timelines.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/2026-03-09-futarddotio-x-archive.md b/inbox/archive/2026-03-09-futarddotio-x-archive.md
index c0449dd3..a8d6c3dd 100644
--- a/inbox/archive/2026-03-09-futarddotio-x-archive.md
+++ b/inbox/archive/2026-03-09-futarddotio-x-archive.md
@@ -6,7 +6,7 @@ url: https://x.com/futarddotio
 date: 2026-03-09
 domain: internet-finance
 format: tweet
-status: unprocessed
+status: enrichment
 tags: [futardio, permissionless-launchpad, ownership-coins, capital-formation, metadao]
 linked_set: metadao-x-landscape-2026-03
 curator_notes: |
@@ -24,6 +24,10 @@ extraction_hints:
   - "Which projects are launching on Futardio vs MetaDAO curated ICOs — market segmentation data"
   - "Low tweet volume means near-100% signal — almost every tweet is substantive"
 priority: medium
+processed_by: rio
+processed_date: 2026-03-16
+enrichments_applied: ["pro-rata-ico-allocation-creates-capital-inefficiency-through-massive-oversubscription-refunds.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 # @futarddotio X Archive (March 2026)
@@ -50,3 +54,10 @@ priority: medium
 ## Noise Filtered Out
 - Very little noise — 70 total tweets, most are substantive announcements or mechanism explanations
 - No casual engagement pattern — this is a pure project account
+
+
+## Key Facts
+- Futardio has only 70 total tweets as of March 2026
+- Futardio uses time-based preference curves for allocation
+- Futardio requires proposers to provide initial liquidity
+- Futardio operates independently from MetaDAO despite using same infrastructure