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

@@ -53,6 +53,12 @@ Autocrat is MetaDAO's core governance program on Solana -- the on-chain implemen
 
 **Limitations.** [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] -- when proposals are clearly good or clearly bad, few traders participate because the expected profit from trading in a consensus market is near zero. This is a structural feature, not a bug: contested decisions get more participation precisely because they're uncertain, which is when you most need information aggregation. But it does mean uncontested proposals can pass or fail with very thin markets, making the TWAP potentially noisy.
 
+
+### Additional Evidence (extend)
+*Source: [[2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme]] | Added: 2026-03-12 | Extractor: anthropic/claude-sonnet-4.5*
+
+Dean's List DAO ThailandDAO proposal (2024-06-22) used Autocrat v0.3 with standard three-day TWAP settlement. The proposal required 3% TWAP increase on Dean's List DAO FDV (then $123,263, requiring $3,698 absolute increase). Despite favorable economics ($15K cost vs projected $2M FDV increase), the proposal failed, providing implementation data on how Autocrat performs with small-cap governance tokens and economically favorable but engagement-challenged proposals. This extends understanding of Autocrat's operational characteristics beyond MetaDAO's own governance decisions to external projects using the platform. Proposal account: DgXa6gy7nAFFWe8VDkiReQYhqe1JSYQCJWUBV8Mm6aM.
+
 ---
 
 Relevant Notes:

domains/internet-finance/MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions.md

@@ -23,6 +23,12 @@ This evidence has direct implications for governance design. It suggests that [[
 
 Optimism's futarchy experiment achieved 5,898 total trades from 430 active forecasters (average 13.6 transactions per person) over 21 days, with 88.6% being first-time Optimism governance participants. This suggests futarchy CAN attract substantial engagement when implemented at scale with proper incentives, contradicting the limited-volume pattern observed in MetaDAO. Key differences: Optimism used play money (lower barrier to entry), had institutional backing (Uniswap Foundation co-sponsor), and involved grant selection (clearer stakes) rather than protocol governance decisions. The participation breadth (10 countries, 4 continents, 36 new users/day) suggests the limited-volume finding may be specific to MetaDAO's implementation or use case rather than a structural futarchy limitation.
 
+
+### Additional Evidence (confirm)
+*Source: [[2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme]] | Added: 2026-03-12 | Extractor: anthropic/claude-sonnet-4.5*
+
+Dean's List DAO ThailandDAO proposal (2024-06-22) failed despite presenting favorable economics: $15K cost versus projected $2M FDV increase, requiring only 3% TWAP increase to pass. The proposal used standard Autocrat v0.3 mechanics (3-day trading period, TWAP settlement) but failed to generate sufficient market engagement. This confirms the pattern of limited trading volume in futarchy decisions, extending it to cases where economic incentives appear clear but participation remains low. The failure occurred despite explicit economic modeling and low pass thresholds, suggesting the volume problem persists even when proposals are designed to be economically attractive. Proposal account: DgXa6gy7nAFFWe8VDkiReQYhqe1JSYQCJWUBV8Mm6aM.
+
 ---
 
 Relevant Notes:

domains/internet-finance/dao-event-incentive-mechanisms-face-token-lock-liquidity-tradeoff-where-governance-power-rewards-require-reducing-market-depth.md

@@ -0,0 +1,47 @@
+---
+type: claim
+domain: internet-finance
+description: "Leaderboard competitions rewarding token locks for governance power create structural tension between incentivizing participation and maintaining market liquidity needed for futarchy"
+confidence: speculative
+source: "Dean's List DAO ThailandDAO proposal, futard.io, 2024-06-22"
+created: 2024-06-22
+processed_date: 2024-06-22
+---
+
+# DAO event incentive mechanisms face token-lock liquidity tradeoff where governance power rewards require reducing market depth
+
+The Dean's List DAO ThailandDAO proposal structured incentives around a leaderboard competition where members lock tokens to increase governance power and compete for travel/accommodation rewards. This mechanism creates a structural tension: the incentive to participate (lock tokens for governance power) directly reduces the liquidity available for market-making and price discovery.
+
+The proposal explicitly stated: "lock tokens for multiple years to increase governance power and climb the leaderboard ranks" with rewards for top 5 (travel/accommodation) and top 50 (event access, airdrops). The economic model projected that "the circulating supply of the token will decrease significantly" creating "upward pressure on the token price."
+
+This design embeds a tradeoff: successful participation (many members locking tokens) reduces the float available for trading, potentially creating price volatility and reducing the market's ability to efficiently price the proposal itself. The futarchy mechanism requires liquid markets to aggregate information, but the proposal's incentive structure encourages removing liquidity from those markets.
+
+The tension is particularly acute for small DAOs with limited token liquidity. Dean's List DAO had an FDV of only $123,263—a market cap where even modest token locks could materially impact trading depth. The proposal's failure may reflect this structural contradiction: traders recognized that successful passage would reduce the liquidity needed for future governance decisions.
+
+This pattern suggests a broader challenge for DAO incentive design: mechanisms that reward token commitment (staking, locking, governance power accumulation) work against mechanisms that require token liquidity (futarchy, market-based governance, price discovery). The two objectives—deep participation and deep markets—may be fundamentally in tension for small-cap governance tokens.
+
+## Evidence
+
+- Dean's List DAO FDV: $123,263 (2024-06-22)
+- Proposal mechanism: Lock tokens → increase governance power → compete on leaderboard → win rewards
+- Explicit economic model: "circulating supply will decrease significantly" → "upward pressure on token price"
+- Reward structure: Top 5 get $10K travel/accommodation, top 50 get event access
+- Token allocation: 5-7 million $DEAN tokens allocated (though "actual usage expected to be significantly lower")
+- Outcome: Proposal failed despite favorable economics
+- Proposal account: DgXa6gy7nAFFWe8VDkiReQYhqe1JSYQCJWUBV8Mm6aM
+
+## Challenges
+
+This claim is speculative and based on a single failed proposal. The proposal's failure could have multiple causes unrelated to the liquidity tradeoff (skepticism of event value, distrust of organizers, general low engagement). The economic projections (15x price increase) may have been viewed as unrealistic, causing traders to reject the proposal on fundamental grounds rather than liquidity concerns.
+
+The claim also assumes that token locks materially impact liquidity, which may not hold for larger DAOs or tokens with deeper markets. The tension may be specific to small-cap governance tokens rather than a general property of DAO incentive mechanisms. No direct evidence shows traders explicitly considered the liquidity tradeoff in their decision to reject the proposal.
+
+---
+
+Relevant Notes:
+- [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md]]
+- [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions.md]]
+
+Topics:
+- [[domains/internet-finance/_map]]
+- [[core/mechanisms/_map]]

domains/internet-finance/futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md

@@ -34,6 +34,12 @@ MycoRealms implementation reveals operational friction points: monthly $10,000 a
 
 Optimism futarchy achieved 430 active forecasters and 88.6% first-time governance participants by using play money, demonstrating that removing capital requirements can dramatically lower participation barriers. However, this came at the cost of prediction accuracy (8x overshoot on magnitude estimates), revealing a new friction: the play-money vs real-money tradeoff. Play money enables permissionless participation but sacrifices calibration; real money provides calibration but creates regulatory and capital barriers. This suggests futarchy adoption faces a structural dilemma between accessibility and accuracy that liquidity requirements alone don't capture. The tradeoff is not merely about quantity of liquidity but the fundamental difference between incentive structures that attract participants vs incentive structures that produce accurate predictions.
 
+
+### Additional Evidence (confirm)
+*Source: [[2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme]] | Added: 2026-03-12 | Extractor: anthropic/claude-sonnet-4.5*
+
+Dean's List DAO ThailandDAO proposal provides a concrete failure case: despite $15K costs versus projected $2M FDV increase (15x token price appreciation), requiring only 3% TWAP increase, the proposal failed. The economic case was transparent and favorable, yet failed to generate market engagement. This confirms that futarchy friction operates beyond mechanism design—even when economics are clear and thresholds low, proposals can fail to attract sufficient trading activity. The case also reveals a specific friction: proposals that require token locks (for governance power) create tension with the liquidity needed for market-based governance, potentially deterring participation. Proposal account: DgXa6gy7nAFFWe8VDkiReQYhqe1JSYQCJWUBV8Mm6aM.
+
 ---
 
 Relevant Notes:

domains/internet-finance/futarchy-proposal-failure-despite-favorable-economics-reveals-adoption-friction-beyond-mechanism-design.md

@@ -0,0 +1,46 @@
+---
+type: claim
+domain: internet-finance
+description: "Dean's List DAO proposal failed despite $15K cost versus projected $2M FDV increase, showing futarchy adoption barriers operate independent of economic merit"
+confidence: experimental
+source: "Dean's List DAO ThailandDAO proposal, futard.io, 2024-06-22"
+created: 2024-06-22
+processed_date: 2024-06-22
+depends_on: ["futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md", "MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions.md"]
+---
+
+# Futarchy proposal failure despite favorable economics reveals adoption friction beyond mechanism design
+
+The Dean's List DAO ThailandDAO event proposal failed despite presenting seemingly favorable economics: $15,000 in costs against a projected FDV increase from $123,263 to over $2,000,000, requiring only a 3% TWAP increase ($3,698) to pass. The proposal's failure—despite the asymmetric risk-reward profile—suggests futarchy adoption faces barriers independent of economic merit.
+
+The proposal mechanism itself was standard Autocrat v0.3: three-day trading period, TWAP settlement, conditional token markets. The economic case was explicit: lock tokens to increase governance power, compete for travel/accommodation rewards, drive token scarcity and price appreciation. The required 3% threshold was deliberately set low relative to the projected 15x price increase.
+
+Yet the proposal failed to attract sufficient trading volume to pass. This outcome pattern—economically favorable proposals failing to generate market engagement—confirms that futarchy's adoption bottleneck operates at a layer above mechanism design. The friction appears in participant willingness to engage with conditional markets, not in the mathematical properties of those markets.
+
+This case provides concrete evidence for the broader claim that [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md]]. The proposal had clear economic incentives, transparent mechanics, and a low pass threshold, yet still failed to generate the market activity needed for passage. The failure mode is not mechanism malfunction but participant non-engagement.
+
+## Evidence
+
+- Dean's List DAO FDV: $123,263 (2024-06-22)
+- Proposal budget: $15,000 ($10K travel for top 5, $5K events for top 50)
+- Required TWAP increase: 3% ($3,698 absolute)
+- Projected FDV: >$2,000,000 (15x token price increase)
+- Trading period: 3 days
+- Outcome: Failed (2024-06-25)
+- Platform: Autocrat v0.3 on Futardio
+- Proposal account: DgXa6gy7nAFFWe8VDkiReQYhqe1JSYQCJWUBV8Mm6aM
+
+## Challenges
+
+This is a single-case observation. The proposal's failure could reflect Dean's List DAO-specific factors (small community, low liquidity, skepticism of the specific event) rather than general futarchy adoption barriers. The economic projections were self-reported and potentially viewed as unrealistic by potential traders. Without data on trading volume, order book depth, or participant reasoning, the causal mechanism remains speculative rather than proven.
+
+---
+
+Relevant Notes:
+- [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md]]
+- [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions.md]]
+- [[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]]
+
+Topics:
+- [[domains/internet-finance/_map]]
+- [[core/mechanisms/_map]]

entities/internet-finance/deans-list-thailanddao-event-promotion.md

@@ -0,0 +1,52 @@
+---
+type: entity
+entity_type: decision_market
+name: "Dean's List: ThailandDAO Event Promotion to Boost Governance Engagement"
+domain: internet-finance
+status: failed
+parent_entity: "[[deans-list]]"
+platform: "futardio"
+proposer: "HfFi634cyurmVVDr9frwu4MjGLJzz9XbAJz981HdVaNz"
+proposal_url: "https://www.futard.io/proposal/DgXa6gy7nAFFWe8VDkiReQYhqe1JSYQCJWUBV8Mm6aM"
+proposal_date: 2024-06-22
+resolution_date: 2024-06-25
+category: "grants"
+summary: "Proposal to fund ThailandDAO event promotion with travel/accommodation for top governance power holders, failed despite favorable economics"
+tracked_by: rio
+created: 2026-03-11
+key_metrics:
+  budget: "$15,000"
+  required_twap_increase: "3%"
+  projected_fdv_increase: "$123,263 to >$2,000,000"
+  trading_period: "3 days"
+  autocrat_version: "0.3"
+---
+
+# Dean's List: ThailandDAO Event Promotion to Boost Governance Engagement
+
+## Summary
+
+Proposal to create a promotional event at ThailandDAO (Sept 25 - Oct 25, Koh Samui) offering exclusive perks for top Dean's List DAO governance power holders. Top 5 members would receive airplane fares and accommodation ($10K), top 50 would get event access and airdrops ($5K). Members could lock tokens to increase governance power and compete on a leaderboard. The proposal projected a 15x token price increase (FDV from $123K to >$2M) based on reduced circulating supply from token locks.
+
+## Market Data
+
+- **Outcome:** Failed
+- **Proposer:** HfFi634cyurmVVDr9frwu4MjGLJzz9XbAJz981HdVaNz
+- **Budget:** $15,000 total ($10K travel, $5K events)
+- **Required TWAP increase:** 3% ($3,698 absolute on $123,263 FDV)
+- **Trading period:** 3 days
+- **Platform:** Autocrat v0.3 on Futardio
+- **Completed:** 2024-06-25
+
+## Significance
+
+This proposal is significant as a failure case for futarchy adoption: despite presenting favorable economics ($15K cost versus projected $2M FDV increase), the proposal failed to generate sufficient market engagement to pass. The failure reveals friction in futarchy adoption that operates independently of economic merit—even when pass thresholds are low and projected returns are high, proposals can fail due to participant non-engagement.
+
+The proposal also demonstrates a structural tension in DAO incentive design: mechanisms rewarding token locks (for governance power) reduce the liquidity needed for market-based governance. This tradeoff may be particularly acute for small-cap governance tokens where token locks materially impact market depth.
+
+## Relationship to KB
+
+- [[deans-list]] — governance decision
+- [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]] — confirms adoption barriers
+- [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] — extends volume problem to economically favorable proposals
+- [[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]] — implementation data for Autocrat v0.3

entities/internet-finance/deans-list.md

@@ -47,3 +47,6 @@ Topics:
 ## Timeline
 
 - **2024-12-19** — [[deans-list-implement-3-week-vesting]] passed: 3-week linear vesting for DAO payments to reduce sell pressure from 80% immediate liquidation to 33% weekly rate, projected 15%-25% valuation increase
+
+- **2024-06-22** — [[deans-list-thailanddao-event-promotion]] proposed: $15K budget for ThailandDAO event promotion with travel/accommodation for top governance holders, projected FDV increase from $123K to >$2M
+- **2024-06-25** — [[deans-list-thailanddao-event-promotion]] failed: proposal did not achieve required 3% TWAP increase despite favorable economics, revealing futarchy adoption friction

inbox/archive/2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/DgXa6gy7nAFFWe8VDkiReQYhqe1JSYQCJWUBV8Mm6aM
 date: 2024-06-22
 domain: internet-finance
 format: data
-status: unprocessed
+status: processed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
@@ -14,6 +14,12 @@ processed_date: 2024-06-22
 enrichments_applied: ["MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions.md", "futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md", "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"]
 extraction_model: "anthropic/claude-sonnet-4.5"
 extraction_notes: "Extracted 2 claims about futarchy market failure modes and DAO incentive mechanisms. Both claims are experimental/speculative due to single-case evidence. Proposal failed despite seemingly favorable economics, which itself is evidence about futarchy adoption barriers. Enriched 3 existing claims with concrete implementation data and failure case confirmation."
+processed_by: rio
+processed_date: 2026-03-11
+claims_extracted: ["futarchy-proposal-failure-despite-favorable-economics-reveals-adoption-friction-beyond-mechanism-design.md", "dao-event-incentive-mechanisms-face-token-lock-liquidity-tradeoff-where-governance-power-rewards-require-reducing-market-depth.md"]
+enrichments_applied: ["MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions.md", "futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md", "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"]
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "Extracted 2 claims about futarchy market failure modes and DAO incentive mechanisms. Both claims are experimental/speculative due to single-case evidence. Proposal failed despite seemingly favorable economics, which itself is evidence about futarchy adoption barriers. Enriched 3 existing claims with concrete implementation data and failure case confirmation. Created decision_market entity for the proposal and updated Dean's List DAO timeline."
 ---
 
 ## Proposal Details
@@ -182,3 +188,15 @@ This proposal to create a promotional event at ThailandDAO, incentivizing govern
 - Proposal completed: 2024-06-25
 - Required TWAP increase: 3% ($3,698 absolute)
 - Trading period: 3 days
+
+
+## Key Facts
+- Dean's List DAO FDV: $123,263 (2024-06-22)
+- ThailandDAO event dates: Sept 25 - Oct 25, 2024, Koh Samui Thailand
+- Proposal budget: $15K ($10K travel for top 5, $5K events for top 50)
+- Required TWAP increase: 3% ($3,698 absolute)
+- Trading period: 3 days
+- Autocrat version: 0.3
+- Proposal account: DgXa6gy7nAFFWe8VDkiReQYhqe1JSYQCJWUBV8Mm6aM
+- DAO account: 9TKh2yav4WpSNkFV2cLybrWZETBWZBkQ6WB6qV9Nt9dJ
+- Proposer: HfFi634cyurmVVDr9frwu4MjGLJzz9XbAJz981HdVaNz