diff --git a/domains/internet-finance/MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window.md b/domains/internet-finance/MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window.md
index 1bd4cb00..beb2fbf5 100644
--- a/domains/internet-finance/MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window.md	
+++ b/domains/internet-finance/MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window.md	
@@ -83,6 +83,12 @@ Proposal #3 on MetaDAO (account EXehk1u3qUJZSxJ4X3nHsiTocRhzwq3eQAa6WKxeJ8Xs) ra
 
 Production deployment data from futard.io shows Proposal #1 on DAO account De8YzDKudqgeJXqq6i7q82AgxxrQ1JXXfMgouQuPyhY using Autocrat version 0.3, with proposal created, ended, and completed all on 2025-03-05. This confirms operational use of the Autocrat v0.3 implementation in live governance.
 
+
+### Additional Evidence (confirm)
+*Source: [[2024-12-02-futardio-proposal-approve-deans-list-treasury-management]] | Added: 2026-03-15*
+
+Dean's List DAO treasury proposal required TWAP > 3% for passage, with the proposal arguing potential 5-20% FDV increase from de-risking would exceed this threshold. Proposal completed December 5, 2024 after 3-day duration.
+
 ---
 
 Relevant Notes:
diff --git a/domains/internet-finance/futarchy-proposals-with-favorable-economics-can-fail-due-to-participation-friction-not-market-disagreement.md b/domains/internet-finance/futarchy-proposals-with-favorable-economics-can-fail-due-to-participation-friction-not-market-disagreement.md
index f8916167..54143f5d 100644
--- a/domains/internet-finance/futarchy-proposals-with-favorable-economics-can-fail-due-to-participation-friction-not-market-disagreement.md
+++ b/domains/internet-finance/futarchy-proposals-with-favorable-economics-can-fail-due-to-participation-friction-not-market-disagreement.md
@@ -43,6 +43,12 @@ Single-case evidence limits generalizability. The failure could be specific to:
 
 However, this case provides concrete evidence that [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]] operates even when the economics appear favorable.
 
+
+### Additional Evidence (extend)
+*Source: [[2024-12-02-futardio-proposal-approve-deans-list-treasury-management]] | Added: 2026-03-15*
+
+Dean's List treasury proposal passed despite requiring active market participation to price a 40 percentage point survival probability improvement. The proposal explicitly calculated that potential FDV increase (5-20%) exceeded the 3% TWAP threshold, suggesting the economics were clearly favorable yet still required formal market validation.
+
 ---
 
 Relevant Notes:
diff --git a/inbox/archive/.extraction-debug/2024-12-02-futardio-proposal-approve-deans-list-treasury-management.json b/inbox/archive/.extraction-debug/2024-12-02-futardio-proposal-approve-deans-list-treasury-management.json
new file mode 100644
index 00000000..1c4c1351
--- /dev/null
+++ b/inbox/archive/.extraction-debug/2024-12-02-futardio-proposal-approve-deans-list-treasury-management.json
@@ -0,0 +1,35 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "treasury-stablecoin-conversion-increases-dao-survival-probability-through-volatility-elimination.md",
+      "issues": [
+        "no_frontmatter"
+      ]
+    },
+    {
+      "filename": "treasury-de-risking-increases-dao-fdv-through-market-confidence-signal.md",
+      "issues": [
+        "no_frontmatter"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 2,
+    "kept": 0,
+    "fixed": 5,
+    "rejected": 2,
+    "fixes_applied": [
+      "treasury-stablecoin-conversion-increases-dao-survival-probability-through-volatility-elimination.md:set_created:2026-03-15",
+      "treasury-stablecoin-conversion-increases-dao-survival-probability-through-volatility-elimination.md:stripped_wiki_link:futarchy-governed DAOs converge on traditional corporate gov",
+      "treasury-de-risking-increases-dao-fdv-through-market-confidence-signal.md:set_created:2026-03-15",
+      "treasury-de-risking-increases-dao-fdv-through-market-confidence-signal.md:stripped_wiki_link:coin price is the fairest objective function for asset futar",
+      "treasury-de-risking-increases-dao-fdv-through-market-confidence-signal.md:stripped_wiki_link:futarchy-markets-can-price-cultural-spending-proposals-by-tr"
+    ],
+    "rejections": [
+      "treasury-stablecoin-conversion-increases-dao-survival-probability-through-volatility-elimination.md:no_frontmatter",
+      "treasury-de-risking-increases-dao-fdv-through-market-confidence-signal.md:no_frontmatter"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-15"
+}
\ No newline at end of file
diff --git a/inbox/archive/2024-12-02-futardio-proposal-approve-deans-list-treasury-management.md b/inbox/archive/2024-12-02-futardio-proposal-approve-deans-list-treasury-management.md
index 4399037e..bf3ef3b8 100644
--- a/inbox/archive/2024-12-02-futardio-proposal-approve-deans-list-treasury-management.md
+++ b/inbox/archive/2024-12-02-futardio-proposal-approve-deans-list-treasury-management.md
@@ -6,9 +6,13 @@ url: "https://www.futard.io/proposal/4gaJ8bi1gpNEx6xSSsepjVBM6GXqTDfLbiUbzXbARHW
 date: 2024-12-02
 domain: internet-finance
 format: data
-status: unprocessed
+status: enrichment
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
+processed_by: rio
+processed_date: 2026-03-15
+enrichments_applied: ["MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window.md", "futarchy-proposals-with-favorable-economics-can-fail-due-to-participation-friction-not-market-disagreement.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Proposal Details
@@ -122,3 +126,15 @@ This strategy ensures financial stability while signaling prudence to investors,
 - Autocrat version: 0.3
 - Completed: 2024-12-05
 - Ended: 2024-12-05
+
+
+## Key Facts
+- Dean's List DAO treasury valued at $75,000-$87,000 at $350 SOL (excluding DEAN token)
+- Proposal account: 4gaJ8bi1gpNEx6xSSsepjVBM6GXqTDfLbiUbzXbARHW1
+- Proposal number: 5
+- DAO account: 9TKh2yav4WpSNkFV2cLybrWZETBWZBkQ6WB6qV9Nt9dJ
+- Autocrat version: 0.3
+- Proposal completed: 2024-12-05
+- Conservative FDV used in proposal: $500,000
+- Required TWAP threshold for passage: >3%
+- Proposal status: Passed