pipeline: archive 1 conflict-closed source(s)

Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>

agents/rio/learnings.md

@@ -14,6 +14,10 @@ Working memory for Telegram conversations. Read every response, self-written aft
 - The Telegram contribution pipeline EXISTS. Users can: (1) tag @FutAIrdBot with sources/corrections, (2) submit PRs to inbox/queue/ with source files. Tell contributors this when they ask how to add to the KB.
 
 ## Factual Corrections
+- [2026-03-26] Hurupay's failed raise was a threshold-miss refund, not a liquidation. Don't conflate auto-refund mechanics (project never launched) with futarchy-governed liquidation (active wind-down of a live project). These are categorically different failure modes.
+- [2026-03-26] Superclaw ($SUPER) liquidation proposal was put up by @Treggs61, not by the Superclaw team. It's a community-initiated proposal.
+- [2026-03-26] Superclaw ($SUPER) treasury is higher than the $35K USDC figure because it includes LP cash component. Circulating supply for NAV calculation should subtract LP tokens. Both adjustments push NAV per token higher than initially estimated.
+- [2026-03-26] Superclaw ($SUPER) has a liquidation proposal pending on metadao.fi at proposal account FZNt29qdEhvnJWswpoWvvAFV5TBhnpBzUaFced3ZFx1X. Treasury is ~$35K USDC, circulating supply ~12.9M tokens.
 - [2026-03-25] MetaDAO permissioned ICOs (like P2P.me) run on metadao.fi, not futard.io. Futard.io is the permissionless launchpad. Don't conflate the two.
 - [2026-03-24] The full proposal for MetaDAO Proposal 14 (Appoint Nallok and Proph3t Benevolent Dictators) is at https://v1.metadao.fi/metadao/trade/BqMrwwZYdpbXNsfpcxxG2DyiQ7uuKB69PznPWZ33GrZW and the codex entry is at https://git.livingip.xyz/teleo/teleo-codex/src/branch/main/decisions/internet-finance/metadao-appoint-nallok-proph3t-benevolent-dictators.md. futarchy.metadao.fi is not a real site. When users ask for full proposal text, link to the v1.metadao.fi trade page and/or the codex source rather than just summarizing from KB.
 - [2026-03-24] DP-00002 authorized a $1M SOLO buyback with restricted incentives reserve. Execution wallet CxxLBUg4coLMT5aFQXZuh8f2GvJ9yLYVGj7igG9UgBXd showed $868,518.77 USDC remaining as of 2026-03-24 16:13 UTC, meaning roughly $131k deployed in first ~11 days post-passage.

decisions/internet-finance/superclaw-liquidation-proposal.md

@@ -0,0 +1,31 @@
+# Superclaw Liquidation Proposal
+
+**Status:** Active (as of 2026-03-26)
+**Platform:** MetaDAO
+**Proposal ID:** FZNt29qdEhvnJWswpoWvvAFV5TBhnpBzUaFced3ZFx1X
+**Category:** Liquidation
+
+## Overview
+
+Liquidation proposal for $SUPER token on MetaDAO's futarchy platform. This represents one of the first documented uses of MetaDAO's liquidation mechanism, which allows token holders to vote via conditional markets on whether to dissolve the project and return treasury funds to investors.
+
+## Mechanism
+
+The proposal uses MetaDAO's Autocrat futarchy implementation:
+- Conditional markets create parallel pass/fail universes
+- Token holders trade in both markets based on expected $SUPER price outcomes
+- Time-weighted average price over settlement window determines outcome
+- If passed, treasury assets are distributed to token holders
+
+## Significance
+
+This decision demonstrates the enforcement mechanism that makes "unruggable ICOs" credible - investors have a market-governed path to force liquidation and treasury return if they believe the project is not delivering value. The existence of this option changes the incentive structure for project teams compared to traditional token launches.
+
+## Context
+
+User @m3taversal flagged this proposal asking about $SUPER price versus NAV, suggesting the market is evaluating whether current token price justifies continued operations or whether liquidation would return more value to holders.
+
+## Related
+
+- [[metadao]] - Platform implementing the futarchy mechanism
+- futarchy-governed-liquidation-is-the-enforcement-mechanism-that-makes-unruggable-ICOs-credible-because-investors-can-force-full-treasury-return-when-teams-materially-misrepresent - Theoretical claim this decision validates

domains/internet-finance/polymarket-achieved-us-regulatory-legitimacy-through-qcx-acquisition-establishing-prediction-markets-as-cftc-regulated-derivatives.md

@@ -88,6 +88,12 @@ CFTC ANPRM RIN 3038-AF65 (March 2026) reopens the regulatory framework question
 
 Polymarket CFTC approval occurred in 2025 via QCX acquisition with $112M valuation. This established prediction markets as CFTC-regulated derivatives, but the March 2026 ANPRM shows the regulatory framework still treats all prediction markets uniformly without distinguishing governance applications.
 
+### Additional Evidence (extend)
+*Source: [[2026-03-26-tg-shared-0xweiler-2037189643037200456-s-46]] | Added: 2026-03-26*
+
+Polymarket reportedly seeking $20 billion valuation as of March 7, 2026, with confirmed token and airdrop plans. This represents significant institutional validation of the prediction market model beyond just regulatory legitimacy.
+
+
 
 
 Relevant Notes:

domains/internet-finance/polymarket-kalshi-duopoly-emerging-as-dominant-us-prediction-market-structure-with-complementary-regulatory-models.md

@@ -46,6 +46,18 @@ The emerging circuit split (Fourth and Ninth Circuits pro-state, Third Circuit p
 
 ---
 
+### Additional Evidence (confirm)
+*Source: [[2026-03-26-tg-shared-0xweiler-2037189643037200456-s-46]] | Added: 2026-03-26*
+
+Kalshi raised at $22 billion valuation on March 19, 2026, just 12 days after Polymarket's reported $20 billion valuation target. The near-parity valuations confirm the duopoly structure with both platforms achieving similar market recognition.
+
+### Additional Evidence (confirm)
+*Source: [[2026-03-26-tg-source-m3taversal-jussy-world-thread-on-polymarket-projected-revenu]] | Added: 2026-03-26*
+
+Polymarket projected $172M/month revenue with $15.77B valuation versus Kalshi $110M/month with $18.6B pre-IPO valuation. Both platforms operating at similar scale with different regulatory approaches (Polymarket via QCX acquisition, Kalshi as CFTC-regulated exchange).
+
+
+
 Relevant Notes:
 - [[Polymarket vindicated prediction markets over polling in 2024 US election]]
 - [[MetaDAO is the futarchy launchpad on Solana where projects raise capital through unruggable ICOs governed by conditional markets creating the first platform for ownership coins at scale]]

domains/internet-finance/prediction-market-boom-is-primarily-a-sports-gambling-boom-which-weakens-the-information-aggregation-narrative.md

@@ -0,0 +1,53 @@
+---
+type: claim
+domain: internet-finance
+secondary_domains: [mechanisms]
+description: "Sports betting dominates prediction market volume (37-78% depending on platform and period), meaning the 'prediction market boom' is largely sports gambling repackaged — this weakens the claim that growth validates information aggregation mechanisms"
+confidence: likely
+source: "Messari (@0xWeiler Polymarket valuation, Mar 2026), Kalshi March Madness data, CertiK 2025 report"
+created: 2026-03-26
+---
+
+# The prediction market boom is primarily a sports gambling boom which weakens the information aggregation narrative
+
+The headline numbers for prediction market growth ($63.5B in 2025, $200B+ annualized in 2026) obscure a critical composition fact: sports betting is the dominant category driving volume, ranging from 37% of Polymarket's February 2026 volume to 78.6% of Kalshi's volume during peak sports periods.
+
+Kalshi's breakout moment — the $22B valuation — was catalyzed by March Madness. A single 4-day stretch generated $25.5M in fees, more than Kalshi's first 5 months of 2025 combined. The $3.4B weekly volume during March Madness week was driven by the same behavioral dynamics as DraftKings and FanDuel, not by novel information aggregation.
+
+This matters for the futarchy thesis because the prediction market growth narrative is frequently cited as evidence that "markets aggregate information better than votes" — the core futarchy premise. But sports betting validates entertainment demand for probabilistic wagering, not the informational efficiency of conditional markets for governance decisions.
+
+Polymarket's February 2026 category breakdown:
+1. Sports: $3.0B (37%)
+2. Crypto: $2.4B (30%) — primarily 5-min and 15-min up/down markets (gambling-adjacent)
+3. Politics: $2.2B (28%)
+4. Other: $342.8M (5%)
+
+The "crypto" category is notable: 5-minute and 15-minute up/down markets are functionally binary options on price movement, not information aggregation about real-world events. Combined with sports, ~67% of Polymarket volume is gambling-adjacent.
+
+The 5% "other" category — which includes science, technology, economics, and the kinds of questions that most resemble governance decisions — grew 1,637% YoY but remains a rounding error in absolute terms. This is where information aggregation actually happens, and it's negligible relative to total volume.
+
+The counter-argument: sports betting still demonstrates that conditional market infrastructure works at scale, price discovery mechanisms function under high volume, and users will provide liquidity when incentives are clear. These are necessary conditions for decision markets even if the use case is different. The mechanism is validated even if the application isn't.
+
+## Evidence
+
+- Polymarket February 2026: Sports 37%, Crypto 30%, Politics 28%, Other 5%
+- Kalshi: Sports at 78.6% of volume during peak weeks (January 2026 NFL playoffs)
+- Kalshi March Madness week: $3.4B volume, $33.1M fees
+- Kalshi March Madness 4-day stretch: $25.5M in fees (more than first 5 months of 2025)
+- CertiK: Technology & Science markets grew 1,637% YoY but remain tiny in absolute terms
+- Crypto "up/down" markets: 5-min and 15-min resolution windows — functionally binary options
+- US sportsbook volume: $166.9B in 2025 — prediction markets are converging with this market, not creating a new one
+
+challenged_by: The counter-argument that infrastructure validation transfers even when use cases differ. Sports betting proves the conditional market mechanism works at scale — the question is whether that's sufficient for futarchy adoption or whether governance requires fundamentally different market structures.
+
+---
+
+Relevant Notes:
+- [[prediction-market-growth-builds-infrastructure-for-decision-markets-but-conversion-is-not-happening]] — companion claim about the non-conversion
+- [[Polymarket vindicated prediction markets over polling in 2024 US election]] — the 2024 election was the one prediction market event that DID demonstrate information aggregation over entertainment
+- [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] — the theoretical mechanism; sports betting validates selection effects (skilled bettors win) but not information aggregation per se
+- [[prediction-market-scale-exceeds-decision-market-scale-by-two-orders-of-magnitude-showing-pure-forecasting-dominates-governance-applications]] — scale gap partially explained by sports gambling driving prediction market numbers
+
+Topics:
+- domains/internet-finance/_map
+- core/mechanisms/_map

domains/internet-finance/prediction-market-growth-builds-infrastructure-for-decision-markets-but-conversion-is-not-happening.md

@@ -0,0 +1,60 @@
+---
+type: claim
+domain: internet-finance
+secondary_domains: [mechanisms, grand-strategy]
+description: "Prediction markets grew from $15.8B to $63.5B annual volume (2024-2025) and are on a $200B+ run rate in 2026, building liquidity infrastructure and regulatory precedent that decision markets could inherit — but no evidence exists that this conversion is occurring"
+confidence: likely
+source: "Messari (@0xWeiler valuation thread, Mar 2026), CertiK 2025 report, Pine Analytics MetaDAO Q4 2025 report, Robin Hanson (Overcoming Bias 2025)"
+created: 2026-03-26
+---
+
+# Prediction market growth builds infrastructure for decision markets but the conversion is not happening
+
+Prediction markets exploded from $15.8B (2024) to $63.5B (2025) in annual trading volume, with February 2026 alone processing $23.2B combined across Polymarket and Kalshi — a 1,218% year-over-year increase. The annualized run rate now exceeds $200B, surpassing total US sportsbook volume ($166.9B in 2025). Kalshi raised at a $22B valuation on $263.5M in 2025 fees (83.5x multiple). Polymarket is seeking $20B with a confirmed $POLY token.
+
+Despite sharing the same conditional market mechanics, the decision market space remains tiny. MetaDAO — the leading futarchy implementation — has $219M total ecosystem marketcap and generated $2.51M in Q4 2025 fee revenue. The scale gap between prediction and decision markets has widened from ~100x (January 2026 estimate) to ~1,000x by volume.
+
+The infrastructure argument — that prediction markets build liquidity, train traders, establish regulatory precedent, and create tooling that decision markets can inherit — is theoretically sound but empirically unsubstantiated. No major prediction market platform has expanded into governance applications. No significant trader migration from Polymarket/Kalshi to MetaDAO futarchy markets has been documented. The applications driving prediction market growth (sports betting, political wagering, fast-resolving crypto up/down markets) are categorically different from governance decisions.
+
+Robin Hanson explicitly identifies this gap: he views current prediction markets as "necessary but insufficient precursors" and worries that regulatory backlash against sports/entertainment uses could "shut down the more promising markets that I've envisioned" as collateral damage. The regulatory risk is real — CFTC Chairman Selig withdrew proposed bans on political/sports contracts in late 2025, but the regulatory window could close.
+
+Three structural barriers prevent conversion:
+
+1. **Incentive mismatch** — Prediction market traders optimize for profit on event resolution. Decision market participants must hold governance tokens and care about organizational outcomes. The trader populations barely overlap.
+
+2. **Resolution clarity** — Prediction markets resolve unambiguously (who won?). Decision markets require defining success metrics (did this proposal increase token price?), introducing measurement complexity and longer time horizons that reduce trader participation.
+
+3. **Market size ceiling** — Prediction markets are consumer products with global addressable markets (anyone can bet on the Super Bowl). Decision markets are organizational infrastructure embedded in specific DAOs, limiting participants to stakeholders with governance exposure.
+
+## Evidence
+
+- Prediction market annual volume: $15.8B (2024) → $63.5B (2025) → $200B+ annualized run rate (Feb 2026)
+- February 2026 combined volume: $23.2B (up 1,218% YoY)
+- Polymarket February 2026: $7.9B (note: Paradigm found volume double-counted on dashboards due to NegRisk structure — real figure may be ~$4B)
+- Kalshi $22B valuation on $263.5M in 2025 fees (83.5x multiple, March 2026)
+- Kalshi March Madness week: $3.4B volume, $33.1M fees, $25.5M in 4-day stretch
+- MetaDAO Q4 2025: $2.51M fee revenue, $3.6M proposal volume, $219M ecosystem marketcap (Pine Analytics)
+- MetaDAO daily revenue as of March 9, 2026: ~$4,825/day
+- CertiK: 3 platforms control 95%+ of global prediction market volume; wash trading peaked near 60% on Polymarket in 2024
+- Hanson: "Prediction Markets Now" (Dec 2025) — views current markets as early, worries about regulatory collateral damage
+
+---
+
+### Additional Evidence (confirm)
+*Source: [[2026-03-26-tg-source-m3taversal-jussy-world-thread-on-polymarket-projected-revenu]] | Added: 2026-03-26*
+
+Polymarket's projected revenue jump from $4.26M to $172M/month demonstrates massive prediction market scaling, but this growth is in sports betting and political forecasting verticals, not governance applications. The infrastructure exists at scale but decision market adoption remains minimal.
+
+
+Relevant Notes:
+- [[prediction-market-scale-exceeds-decision-market-scale-by-two-orders-of-magnitude-showing-pure-forecasting-dominates-governance-applications]] — this claim updates and extends with 2026 data; gap is now ~1000x not ~100x
+- [[Polymarket vindicated prediction markets over polling in 2024 US election]] — the validation event that catalyzed growth
+- [[polymarket-kalshi-duopoly-emerging-as-dominant-us-prediction-market-structure-with-complementary-regulatory-models]] — duopoly now at ~$42B combined valuation
+- [[polymarket-achieved-us-regulatory-legitimacy-through-qcx-acquisition-establishing-prediction-markets-as-cftc-regulated-derivatives]] — regulatory legitimacy enables growth
+- [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] — decision market liquidity challenge
+- [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]] — adoption friction persists despite prediction market normalization
+- [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] — the mechanism works at scale for prediction; question is whether it transfers to governance
+
+Topics:
+- domains/internet-finance/_map
+- core/mechanisms/_map

domains/internet-finance/prediction-market-regulatory-legitimacy-creates-both-opportunity-and-existential-risk-for-decision-markets.md

@@ -0,0 +1,44 @@
+---
+type: claim
+domain: internet-finance
+secondary_domains: [mechanisms, grand-strategy]
+description: "Kalshi's CFTC-regulated status and Polymarket's QCX acquisition normalize conditional markets, but regulatory backlash against sports/entertainment prediction markets could collaterally destroy decision market potential — Hanson's explicit concern"
+confidence: experimental
+source: "Robin Hanson 'Prediction Markets Now' (Dec 2025), CFTC regulatory actions, Kalshi $22B raise (Mar 2026), D&O liability analysis"
+created: 2026-03-26
+---
+
+# Prediction market regulatory legitimacy creates both opportunity and existential risk for decision markets
+
+The regulatory trajectory of prediction markets creates a fork that determines whether decision markets (futarchy) thrive or die as collateral damage.
+
+**The opportunity path:** Kalshi operates as a CFTC-regulated exchange. Polymarket achieved regulatory legitimacy through the QCX acquisition. CFTC Chairman Selig (sworn in December 2025) withdrew the proposed ban on political/sports event contracts, drafting new "clear standards" instead. This normalization creates regulatory precedent for all conditional market mechanisms — including futarchy. If regulators classify conditional markets as legitimate financial infrastructure, decision markets inherit that legitimacy.
+
+**The risk path:** Robin Hanson explicitly warns that a "prudish temperance movement may shut them down, and as a side effect shut down the more promising markets that I've envisioned." The risk is not hypothetical — prediction markets' growth is driven primarily by sports gambling (37-78% of volume), which triggers the same regulatory instincts as traditional gambling. If regulators decide prediction markets are gambling rather than information infrastructure, the crackdown would likely not distinguish between sports betting on Kalshi and governance markets on MetaDAO.
+
+**The D&O liability vector:** A new risk is emerging where prediction market prices create legal exposure for corporate officers. If Polymarket prices in a CEO departure that the company hasn't disclosed, plaintiffs may use market prices as evidence of failure to disclose material information. This could trigger corporate pushback against prediction markets generally, including governance applications.
+
+**The structural tension:** Decision markets need prediction markets to succeed enough to normalize conditional market mechanics, but not so much that the sports gambling association triggers a regulatory backlash. The optimal regulatory outcome for futarchy would be classification of conditional markets as governance/decision infrastructure rather than gambling — but the volume composition (dominated by sports/entertainment) makes this classification harder to argue.
+
+## Evidence
+
+- CFTC Chairman Selig withdrew proposed ban on political/sports event contracts (late 2025)
+- Kalshi: CFTC-regulated, $22B valuation, primarily sports volume
+- Polymarket: regulatory legitimacy via QCX acquisition, seeking $20B valuation
+- Hanson: "a prudish temperance movement may shut them down, and as a side effect shut down the more promising markets" (Overcoming Bias, Dec 2025)
+- D&O liability: plaintiffs using prediction market prices as evidence of failure to disclose (emerging legal theory, 2026)
+- CertiK: 3 platforms control 95%+ of volume — regulatory action against any one platform affects the entire sector
+
+---
+
+Relevant Notes:
+- [[polymarket-achieved-us-regulatory-legitimacy-through-qcx-acquisition-establishing-prediction-markets-as-cftc-regulated-derivatives]] — the legitimacy pathway
+- [[polymarket-kalshi-duopoly-emerging-as-dominant-us-prediction-market-structure-with-complementary-regulatory-models]] — duopoly concentrates regulatory risk
+- [[the SEC frameworks silence on prediction markets and conditional tokens leaves futarchy governance mechanisms in a regulatory gap neither explicitly covered nor excluded from the token taxonomy]] — futarchy's regulatory gap
+- [[futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires]] — futarchy's Howey defense depends on conditional markets being legal
+- [[prediction-market-growth-builds-infrastructure-for-decision-markets-but-conversion-is-not-happening]] — the infrastructure argument
+- [[prediction-market-boom-is-primarily-a-sports-gambling-boom-which-weakens-the-information-aggregation-narrative]] — sports composition drives regulatory risk
+
+Topics:
+- domains/internet-finance/_map
+- core/mechanisms/_map

domains/internet-finance/prediction-market-scale-exceeds-decision-market-scale-by-two-orders-of-magnitude-showing-pure-forecasting-dominates-governance-applications.md

@@ -32,12 +32,23 @@ This does not mean decision markets are failing — MetaDAO's $57.3M AUF and gro
 
 ---
 
+### Additional Evidence (confirm)
+*Source: [[2026-03-26-tg-source-m3taversal-jussy-world-thread-on-polymarket-projected-revenu]] | Added: 2026-03-26*
+
+Polymarket projected at $172M/month revenue at 0.80% fees versus metaDAO's demonstrated ~$11.4M single-day fundraise for Futardio. Kalshi at $110M/month and $18.6B pre-IPO valuation. This represents 15-40x monthly revenue scale difference between prediction markets (Polymarket/Kalshi) and decision market implementations.
+
+
 Relevant Notes:
 - [[Polymarket vindicated prediction markets over polling in 2024 US election]]
 - [[MetaDAO is the futarchy launchpad on Solana where projects raise capital through unruggable ICOs governed by conditional markets creating the first platform for ownership coins at scale]]
 - [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]]
 - [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]]
 
+### Additional Evidence (extend — scale gap widening)
+*Source: Messari @0xWeiler thread (Mar 2026), Pine Analytics MetaDAO Q4 2025, CertiK 2025 report | Added: 2026-03-26*
+
+The scale gap has widened dramatically since the original claim. February 2026 combined prediction market volume was $23.2B (1,218% YoY), with Polymarket at $7.9B and Kalshi capturing the remainder. Annualized run rate now exceeds $200B, surpassing total US sportsbook volume ($166.9B in 2025). Meanwhile MetaDAO's ecosystem marketcap reached $219M with $2.51M Q4 2025 fee revenue and daily revenue of ~$4,825/day as of March 9, 2026. The gap has widened from the original ~100x estimate to ~1,000x by volume. Full year 2025: prediction markets did $63.5B (CertiK) versus MetaDAO's $3.6M in Q4 proposal volume — a 4,400x gap in the most favorable MetaDAO quarter. Note: Paradigm found Polymarket volume is double-counted on dashboards due to NegRisk market structures; real Polymarket figure may be ~50% of reported.
+
 Topics:
 - domains/internet-finance/_map
 - core/mechanisms/_map

entities/internet-finance/kalshi.md

@@ -54,6 +54,9 @@ CFTC-designated contract market for event-based trading. USD-denominated, KYC-re
 - **2026-03-19** — Ninth Circuit denied administrative stay motion, allowing Nevada to proceed with temporary restraining order that would exclude Kalshi from Nevada for at least two weeks pending preliminary injunction hearing
 - **2026-03-16** — Federal Reserve Board paper validates Kalshi prediction market accuracy, showing statistically significant improvement over Bloomberg consensus for CPI forecasting and perfect FOMC rate matching
 - **2026-03-23** — CEO Tarek Mansour co-founded [[5cc-capital]] with Polymarket CEO Shayne Coplan, creating dedicated VC fund for prediction market infrastructure
+- **2026-03-19** — Raised funding at $22 billion valuation
+- **2026-03-26** — Trading at $110M monthly revenue with $18.6B pre-IPO valuation
+- **2026-03-26** — Operating at $110M/month revenue with $18.6B pre-IPO valuation, establishing benchmark for prediction market valuations.
 ## Competitive Position
 - **Regulation-first**: Only CFTC-designated prediction market exchange. Institutional credibility.
 - **vs Polymarket**: Different market — Kalshi targets mainstream/institutional users who won't touch crypto. Polymarket targets crypto-native users who want permissionless market creation. Both grew massively post-2024 election.

entities/internet-finance/metadao.md

@@ -202,6 +202,7 @@ The futarchy governance protocol on Solana. Implements decision markets through
 - **2026-03-23** — [[metadao-gmu-futarchy-research-funding]] Proposed: Research funding for GMU futarchy program with Robin Hanson
 - **2026-03** — [[metadao-gmu-futarchy-research-funding]] Active: Proposed funding for futarchy research at George Mason University with Robin Hanson
 - **2024-03-31** — [[metadao-appoint-nallok-proph3t-benevolent-dictators]] Passed: Appointed Proph3t and Nallok as Benevolent Dictators for 3 months with authority over compensation, operations, and security (1015 META + 100k USDC for 7 months)
+- **2024-03-31** — [[metadao-appoint-nallok-proph3t-benevolent-dictators]] Passed: Temporary centralized leadership to address execution bottlenecks, 1015 META + 100k USDC compensation
 ## Key Decisions
 | Date | Proposal | Proposer | Category | Outcome |
 |------|----------|----------|----------|---------|

entities/internet-finance/polymarket.md

@@ -50,6 +50,10 @@ Crypto-native prediction market platform on Polygon. Users trade binary outcome
 - **2026-01-XX** — Partnered with Palantir and TWG AI to build surveillance system detecting suspicious trading and manipulation in sports prediction markets
 - **2026-01-XX** — Targeting $20B valuation alongside Kalshi as prediction market duopoly emerges
 - **2026-03-23** — CEO Shayne Coplan co-founded [[5cc-capital]] with Kalshi CEO Tarek Mansour, creating dedicated VC fund for prediction market infrastructure
+- **2026-03-07** — Reportedly seeking $20 billion valuation with confirmed $POLY token and airdrop plans
+- **2026-03-26** — Projected 30-day revenue jumped from $4.26M to $172M through fee expansion from ~0.02% to ~0.80% across Finance, Politics, Economics, Sports markets
+- **2026-03-26** — Projected revenue jump from $4.26M to $172M/month at 0.80% fees across expanded verticals. Projected valuation at $15.77B based on revenue multiples comparable to Kalshi.
+- **2026-03-26** — Projected 30-day revenue jumped from $4.26M to $172M through fee expansion from ~0.02% to ~0.80% across Finance, Politics, Economics, Sports categories
 ## Competitive Position
 - **#1 by volume** — leads Kalshi on 30-day volume ($8.7B vs $6.8B)
 - **Crypto-native**: USDC on Polygon, non-custodial, permissionless market creation

entities/internet-finance/superclaw.md

@@ -31,6 +31,9 @@ Infrastructure for economically autonomous AI agents. Provides agents with secur
 - **2026-03-04** — Futardio launch. $5.95M committed against $50K target.
 
 - **2026-03-04** — Launched futarchy-governed fundraise on Futardio, raising $5,950,859 against $50,000 target (119x oversubscription). Token: SUPER (mint: 5TbDn1dFEcUTJp69Fxnu5wbwNec6LmoK42Sr5mmNmeta). Completed 2026-03-05.
+- **2026-03-26** — [[superclaw-liquidation-proposal]] Active: Liquidation vote opened on MetaDAO platform
+- **2026-03-26** — [[superclaw-liquidation-proposal-2026-03]] Active: Team proposed full liquidation citing below-NAV trading and limited traction
+- **2026-03-26** — [[superclaw-liquidation-proposal]] Proposed: Team-initiated orderly liquidation due to below-NAV trading, 11% monthly treasury burn, and limited traction
 ## Relationship to KB
 - futardio — launched on Futardio platform
 - [[agents that raise capital via futarchy accelerate their own development because real investment outcomes create feedback loops that information-only agents lack]] — direct test case for AI agents raising capital via futarchy

inbox/archive/general/2026-03-24-tg-shared-unknown-metadao-appoint-nallok-proph3t.md

@@ -7,7 +7,7 @@ url: "https://git.livingip.xyz/teleo/teleo-codex/src/branch/main/decisions/inter
 date: 2026-03-24
 domain: internet-finance
 format: social-media
-status: enrichment
+status: processed
 proposed_by: "@m3taversal"
 contribution_type: source-submission
 tags: [telegram-shared, x-tweet]

inbox/archive/general/2026-03-26-tg-shared-sjdedic-2037143546256384412-s-46.md

@@ -7,7 +7,7 @@ url: "https://x.com/sjdedic/status/2037143546256384412?s=46"
 date: 2026-03-26
 domain: internet-finance
 format: social-media
-status: null-result
+status: processed
 proposed_by: "@m3taversal"
 contribution_type: source-submission
 tags: [telegram-shared, x-tweet]

inbox/archive/general/2026-03-26-tg-shared-unknown.md

@@ -0,0 +1,23 @@
+---
+type: source
+source_type: x-tweet
+title: "unknown — shared via Telegram by @m3taversal"
+author: "unknown"
+url: "https://futarchy.info/"
+date: 2026-03-26
+domain: internet-finance
+format: social-media
+status: processed
+proposed_by: "@m3taversal"
+contribution_type: source-submission
+tags: ['telegram-shared', 'x-tweet', 'futarchy', 'governance']
+---
+
+# unknown — Tweet/Thread
+
+Shared by @m3taversal via Telegram.
+Source URL: https://futarchy.info/
+
+## Content
+
+Futarchy Research Library | MetaDAO Knowledge Center Toggle theme Research Digital Library Futarchy Knowledge Center A comprehensive collection of research, analysis, and insights on prediction markets, futarchy governance, and the MetaDAO ecosystem—from foundational papers to cutting-edge developments. Filter Resources Academic Papers 3 Articles & Analysis 125 Podcasts 16 Videos 24 News Coverage 7 Loading resources...

inbox/archive/general/2026-03-26-tg-shared-wsj-2037146683960676492-s-46.md

@@ -0,0 +1,33 @@
+---
+type: source
+source_type: x-tweet
+title: "@wsj — shared via Telegram by @m3taversal"
+author: "@wsj"
+url: "https://x.com/wsj/status/2037146683960676492?s=46"
+date: 2026-03-26
+domain: internet-finance
+format: social-media
+status: processed
+proposed_by: "@m3taversal"
+contribution_type: source-submission
+tags: ['telegram-shared', 'x-tweet']
+processed_by: rio
+processed_date: 2026-03-26
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 0 claims, 0 rejected by validator"
+---
+
+# @wsj — Tweet/Thread
+
+Shared by @m3taversal via Telegram.
+Source URL: https://x.com/wsj/status/2037146683960676492?s=46
+
+## Content
+
+Exclusive: OpenAI is backing a new AI startup that aims to build software allowing so-called AI “agents” to communicate and solve complex problems in industries such as finance and biotech https://t.co/qLRGZUguvk
+
+
+## Key Facts
+- OpenAI is backing a new AI startup focused on agent-to-agent communication software
+- The startup aims to enable AI agents to solve complex problems in finance and biotech industries
+- WSJ published this as an exclusive report on March 26, 2026

inbox/archive/general/2026-03-26-tg-source-m3taversal-superclaw-liquidation-proposal-shared-by-m3tavers.md

@@ -0,0 +1,26 @@
+---
+type: source
+source_type: telegram-contribution
+title: "Source from @m3taversal — Superclaw liquidation proposal shared by @m3taversal: https://www.metadao.fi/pro"
+author: "@m3taversal"
+date: 2026-03-26
+domain: internet-finance
+format: contribution
+status: processed
+proposed_by: "@m3taversal"
+contribution_type: source-submission
+tags: ['telegram-contribution', 'inline-source', 'futarchy', 'governance', 'market-analysis', 'crypto-infra']
+---
+
+# Source: Superclaw liquidation proposal shared by @m3taversal: https://www.metadao.fi/projects/superclaw/prop
+
+Contributed by @m3taversal in Telegram chat.
+Flagged by Rio as relevant source material.
+
+## Verbatim User Message
+
+@FutAIrdBot what do you think of this decision market that should go live soon? Liquidation Proposal for $SUPER https://www.metadao.fi/projects/superclaw/proposal/FZNt29qdEhvnJWswpoWvvAFV5TBhnpBzUaFced3ZFx1X do you have it in your knowledge base? whats the current price of $SUPER vs NAV
+
+## Rio's Context
+
+Superclaw liquidation proposal shared by @m3taversal: https://www.metadao.fi/projects/superclaw/proposal/FZNt29qdEhvnJWswpoWvvAFV5TBhnpBzUaFced3ZFx1X — liquidation decision market for $SUPER on MetaDAO's futarchy platform.

inbox/archive/general/2026-03-26-tg-source-m3taversal-superclaw-super-liquidation-proposal-full-text-sh.md

@@ -0,0 +1,50 @@
+---
+type: source
+source_type: telegram-contribution
+title: "Source from @m3taversal — Superclaw $SUPER liquidation proposal full text shared by @m3taversal. Summary: "
+author: "@m3taversal"
+date: 2026-03-26
+domain: internet-finance
+format: contribution
+status: processed
+proposed_by: "@m3taversal"
+contribution_type: source-submission
+tags: ['telegram-contribution', 'inline-source', 'futarchy', 'ownership-coins', 'defi', 'governance', 'market-analysis', 'crypto-infra']
+---
+
+# Source: Superclaw $SUPER liquidation proposal full text shared by @m3taversal. Summary: Team-initiated order
+
+Contributed by @m3taversal in Telegram chat.
+Flagged by Rio as relevant source material.
+
+## Verbatim User Message
+
+here's the proposal from the link I previously sent. 1. Summary
+Since the ICO concluded, it has become increasingly clear that the best path forward is a full and orderly liquidation of the $SUPER treasury.
+
+At this time:
+
+$SUPER is trading below NAV
+An additional month of operating spend would reduce NAV by approximately 11%
+Traction has remained limited
+Catalysts to date have not meaningfully changed market perception or business momentum
+Given these circumstances, we believe the most responsible course of action is to preserve remaining value and return capital to tokenholders rather than continue funding operations with uncertain prospects.
+
+If passed, this proposal would do the following:
+
+Remove all $SUPER / USDC liquidity from the Futarchy AMM
+Send all treasury USDC to a liquidation contract to be redeemed pro-rata excluding unissued and protocol owned tokens.
+Wind down the onchain treasury associated with the project
+Return any non-treasury assets, including intellectual property and related operating assets, to the appropriate original entity and/or the current contributors of Superclaw.
+2. Motivation
+The motivation for this proposal is straightforward: preservation of tokenholder value.
+
+At present, $SUPER is trading below NAV. This creates a situation where continued spending is difficult to justify, particularly when each additional month of burn materially erodes the recoverable value of the treasury. Based on current estimates, one more month of monthly spend would reduce NAV by approximately 11%.
+
+At the same time, traction remains limited. Despite multiple attempts to create momentum through catalysts, the market response has been muted and there is little evidence so far that these efforts are translating into sustained growth, stronger fundamentals, or improved confidence from tokenholders.
+
+This proposal is not based on allegations of misconduct, fraud, or bad faith. Rather, it reflects a practical assessment of current conditions. Where a project
+
+## Rio's Context
+
+Superclaw $SUPER liquidation proposal full text shared by @m3taversal. Summary: Team-initiated orderly liquidation. SUPER trading below NAV, 11% monthly NAV burn, limited traction, catalysts haven't moved the needle. Proposal would remove AMM liquidity, send treasury USDC to liquidation contract for pro-rata redemption (excluding unissued and protocol-owned tokens), wind down treasury, return IP to original contributors. Not based on misconduct allegations, framed as value preservation. Proposal account: FZNt29qdEhvnJWswpoWvvAFV5TBhnpBzUaFced3ZFx1X on metadao.fi.

inbox/archive/general/2026-03-26-x-research-wsj-ai-sentiment.md

@@ -0,0 +1,59 @@
+---
+type: source
+source_type: x-research
+title: "X research: WSJ AI sentiment"
+date: 2026-03-26
+domain: internet-finance
+status: processed
+proposed_by: "@m3taversal"
+contribution_type: research-direction
+---
+
+@TheDuranReal: WSJ: Trump's AI and Crypto Czar
+“This is a good time to declare victory and get out.”
+
+@DavidSacks called for an end to the war in Iran: “We should try to find the offramp."
+
+MAGA anti-war sentiment i
+@CryptoThreadsX: • Mark Zuckerberg creates AI agent to streamline Meta management, WSJ reports.
+
+• Japanese stocks fall sharply as Hormuz Strait tensions drive risk-off sentiment.
+
+• #Gold falls below $4,350/oz, erasi
+@tradedots: $META: Court verdict + AI workforce push
+
+Sentiment: Negative
+
+'''WSJ reported a New Mexico case imposing a $375M penalty tied to claims Meta harmed children by enabling predation, while PYMNTS noted 
+@JChengWSJ: @QinSherry @Tracyyyqu Even though the program’s popularity could well be a fad, it is lifting investor sentiment toward the sector, Morningstar analyst Ivan Su said. Sheng Fu, CEO of Beijing-based Che
+@matthew_crvisua: Hope you caught this?
+
+CFOs are now confirming the AI payoff is real. Major shift in sentiment from the WSJ's CFO Summit.
+
+Options flow anticipated for $NOW. https://t.co/El7tjP6nMh
+@cninsight: "Thousands of U.S. Marines to Arrive in the Middle East on Friday - WSJ"
+
+Info⚪(Sentiment Analysis 🤖)
+
+Critical 🚨(Severity Level 🤖)
+
+For AI Summary & More Details 👇
+https://t.co/BE62vwyOKT
+
+$BTC
+@grok: @dontreadnyc @rohindhar rohindhar's profile (SF agent/investor): Posts show market sentiment flipped positive by early 2026—bidding wars returning (WSJ Mar 15), $2M+ over-ask deals, $4.6M off-market s
+@CooperRiveraQ8: Could a WSJ correction signal a momentum shift for $AIMD?
+
+• Correction issued for "AI Learns to Smell" article.
+• Misspelled name (Lu vs. Liu) may erode narrative confidence.
+• Monitor trading volume
+@charles_mostrea: Tracking cautious market sentiment and risk management flows around AI surveillance devices.
+
+Highlighted by the WSJ's report on backlash against always-watching tech.
+
+Implications for key players $A
+@benjamin_h_lens: Is the AI surveillance backlash a market inflection point? 📉
+
+- $ANTHROPIC, $QCOM, $META face scrutiny over "always-on" devices.
+- WSJ details rising public & regulatory pushback.
+- Risk managemen

inbox/archive/internet-finance/2026-03-26-tg-shared-0xweiler-2037189643037200456-s-46.md

@@ -0,0 +1,30 @@
+---
+type: source
+source_type: x-tweet
+title: "@0xweiler — shared via Telegram by @m3taversal"
+author: "@0xweiler"
+url: "https://x.com/0xweiler/status/2037189643037200456?s=46"
+date: 2026-03-26
+domain: internet-finance
+format: social-media
+status: processed
+proposed_by: "@m3taversal"
+contribution_type: source-submission
+tags: ['telegram-shared', 'x-tweet']
+---
+
+# @0xweiler — Tweet/Thread
+
+Shared by @m3taversal via Telegram.
+Source URL: https://x.com/0xweiler/status/2037189643037200456?s=46
+
+## Content
+
+1/ A Valuation of Polymarket (POLY)
+
+March 7: @Polymarket was reportedly seeking a $20 billion valuation
+March 19: @Kalshi raised at $22 billion valuation
+
+A $POLY token and airdrop are confirmed. The central question is whether the $20 billion reflects reasonable expectations for future fee generation, or whether the market is mispricing the opportunity.
+
+My latest @MessariCrypto report builds a ground-up valuation to find out. Let's break it down 🧵

inbox/archive/internet-finance/2026-03-26-tg-shared-jussy-world-2037178019631259903-s-46.md

@@ -0,0 +1,32 @@
+---
+type: source
+source_type: x-tweet
+title: "@jussy_world — shared via Telegram by @m3taversal"
+author: "@jussy_world"
+url: "https://x.com/jussy_world/status/2037178019631259903?s=46"
+date: 2026-03-26
+domain: internet-finance
+format: social-media
+status: unprocessed
+proposed_by: "@m3taversal"
+contribution_type: source-submission
+tags: ['telegram-shared', 'x-tweet', 'market-analysis', 'crypto-infra']
+---
+
+# @jussy_world — Tweet/Thread
+
+Shared by @m3taversal via Telegram.
+Source URL: https://x.com/jussy_world/status/2037178019631259903?s=46
+
+## Content
+
+Polymarket projected 30d revenue will jumps from $4.26M → $172M
+
+Kalshi doing $110M/month at a $18.6B valuation pre-ipo
+
+Polymarket projected to match that revenue while trading at $15.77B
+
+Note: That's assuming if volume holds but even at half, the gap to Kalshi's
+valuation looks interesting
+
+Based on fees expanding from ~0.02% to ~0.80% across Finance, Politics, Economics, Sports and more

inbox/archive/internet-finance/2026-03-26-tg-source-m3taversal-jussy-world-thread-on-polymarket-projected-revenu.md

@@ -0,0 +1,26 @@
+---
+type: source
+source_type: telegram-contribution
+title: "Source from @m3taversal — @jussy_world thread on Polymarket projected revenue jump from $4.26M to $172M/mo"
+author: "@m3taversal"
+date: 2026-03-26
+domain: internet-finance
+format: contribution
+status: processed
+proposed_by: "@m3taversal"
+contribution_type: source-submission
+tags: ['telegram-contribution', 'inline-source', 'futarchy']
+---
+
+# Source: @jussy_world thread on Polymarket projected revenue jump from $4.26M to $172M/month at 0.80% fees ac
+
+Contributed by @m3taversal in Telegram chat.
+Flagged by Rio as relevant source material.
+
+## Verbatim User Message
+
+@FutAIrdBot https://x.com/jussy_world/status/2037178019631259903?s=46
+
+## Rio's Context
+
+@jussy_world thread on Polymarket projected revenue jump from $4.26M to $172M/month at 0.80% fees across expanded verticals, compared to Kalshi at $110M/month and $18.6B pre-IPO valuation. Polymarket projected at $15.77B. Context for prediction market valuations and implications for decision market category. https://x.com/jussy_world/status/2037178019631259903

inbox/archive/telegram/2026-03-23-telegram-m3taversal-futairdbot-whats-the-latest-metadao-decision-mark.md

@@ -0,0 +1,52 @@
+---
+type: source
+source_type: telegram
+title: "Telegram: @m3taversal — futairdbot-whats-the-latest-metadao-decision-mark"
+author: "@m3taversal"
+url: ""
+date: 2026-03-23
+domain: internet-finance
+format: conversation
+status: null-result
+priority: high
+intake_tier: directed
+rationale: "whats the latest metaDAO decision market / governance proposal? can you send me full text and give me your analysis?"
+proposed_by: "@m3taversal"
+tags: [telegram, ownership-community]
+processed_by: rio
+processed_date: 2026-03-25
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 0 claims, 0 rejected by validator"
+---
+
+## Conversation
+
+**@m3taversal:**
+@FutAIrdBot whats the latest metaDAO decision market / governance proposal? can you send me full text and give me your analysis?
+
+**Rio (response):**
+I can't pull the full proposal text for you, but here's what I'm seeing from recent activity.
+
+The big one that just resolved is the Ranger Finance liquidation. MetaDAO governance voted to wind down Ranger, pull liquidity, and return ~5M USDC to unlocked RNGR holders at roughly $0.78 book value. IP went back to the team. Passed with 97% support and $581K in trading volume on the conditional markets. This is the second futarchy-governed liquidation after mtnCapital last September, and it's the strongest proof yet that the "unruggable ICO" mechanism actually works. Investors used the market to force a full treasury return when the team wasn't delivering.
+
+There also appears to be a live proposal right now sitting at 84% likelihood to pass with $408K traded, though I'm not 100% sure which specific proposal that is from the data I have. Could be the migration proposal that would move MetaDAO to a new onchain DAO program and update legal docs.
+
+On the Ranger outcome specifically: this is what makes ownership coins different from every other token launch mechanism. The enforcement isn't social pressure or legal threats, it's a conditional market where anyone can express "this project should return capital" and if enough informed money agrees, it happens automatically. Two liquidations in six months and both executed cleanly. That's not theoretical anymore.
+
+If you want the actual full proposal text, your best bet is checking the MetaDAO app directly or their Discord. I can see signals but I don't have access to render the complete proposal documents.
+
+RESEARCH: metaDAO latest governance proposal 2025
+
+## Agent Notes
+**Why archived:** Tagged exchange in ownership community.
+**Rationale from contributor:** whats the latest metaDAO decision market / governance proposal? can you send me full text and give me your analysis?
+**Intake tier:** directed — fast-tracked, contributor provided reasoning
+**Triage:** Conversation may contain [CLAIM], [ENTITY], or [EVIDENCE] for extraction.
+
+
+## Key Facts
+- MetaDAO has a live proposal as of March 23, 2026 sitting at 84% likelihood to pass with $408K traded
+- The live proposal may be related to migrating MetaDAO to a new onchain DAO program and updating legal documents
+- Ranger Finance liquidation returned approximately 5M USDC to unlocked RNGR holders
+- Ranger Finance liquidation executed at roughly $0.78 book value per token
+- Ranger Finance IP was returned to the founding team as part of liquidation

inbox/archive/telegram/2026-03-23-telegram-m3taversal-ok-look-for-the-metadao-robin-hanson-governance-pr.md

@@ -0,0 +1,36 @@
+---
+type: source
+source_type: telegram
+title: "Telegram: @m3taversal — ok-look-for-the-metadao-robin-hanson-governance-pr"
+author: "@m3taversal"
+url: ""
+date: 2026-03-23
+domain: internet-finance
+format: conversation
+status: unprocessed
+priority: high
+intake_tier: directed
+rationale: "ok look for the metaDAO Robin Hanson governance proposal"
+proposed_by: "@m3taversal"
+tags: [telegram, ownership-community]
+---
+
+## Conversation
+
+**@m3taversal:**
+ok look for the metaDAO Robin Hanson governance proposal
+
+**Rio (response):**
+The MetaDAO proposal to fund futarchy research at George Mason University with Robin Hanson — yeah, I know about this one. MetaDAO proposed allocating funds to support academic futarchy research at GMU, where Hanson is based. It's a pretty natural move given Hanson literally invented the concept and MetaDAO is the primary production implementation.
+
+I don't have the full proposal text stored though. What I can tell you from X chatter is that it was framed as funding futarchy research broadly, not just a grant to Hanson personally. The strategic logic is obvious: if you're the leading futarchy protocol, funding the academic foundation underneath you is both public goods and moat-building.
+
+Let me see if there's more recent detail floating around on what came of it.
+
+RESEARCH: MetaDAO George Mason University Robin Hanson futarchy research proposal
+
+## Agent Notes
+**Why archived:** Tagged exchange in ownership community.
+**Rationale from contributor:** ok look for the metaDAO Robin Hanson governance proposal
+**Intake tier:** directed — fast-tracked, contributor provided reasoning
+**Triage:** Conversation may contain [CLAIM], [ENTITY], or [EVIDENCE] for extraction.

inbox/archive/telegram/2026-03-26-telegram-m3taversal-futairdbot-https-x-com-sjdedic-status-203714354.md

@@ -0,0 +1,60 @@
+---
+type: source
+source_type: telegram
+title: "Telegram: @m3taversal — futairdbot-https-x-com-sjdedic-status-203714354"
+author: "@m3taversal"
+url: "https://x.com/sjdedic/status/2037143546256384412?s=46"
+date: 2026-03-26
+domain: internet-finance
+format: conversation
+status: unprocessed
+priority: high
+intake_tier: directed
+rationale: "I really want to develop dashboards for all metaDAO ownership coins w revenue. How would we do that"
+proposed_by: "@m3taversal"
+tags: [telegram, ownership-community]
+---
+
+## Conversation
+
+**@m3taversal:**
+@FutAIrdBot https://x.com/sjdedic/status/2037143546256384412?s=46 I really want to develop dashboards for all metaDAO ownership coins w revenue. How would we do that
+
+**Rio (response):**
+Good instinct. The data is all onchain so it's very buildable, especially now that AI makes Dune accessible even without SQL experience (exactly what sjdedic is showing there).
+
+For MetaDAO ownership coins specifically, here's what I'd track per token:
+
+1. Treasury AUM over time (the core metric, since these are ownership coins backed by real treasuries)
+2. Revenue flows into treasury vs outflows (grants, compensation, operational spend)
+3. Market cap vs treasury AUM ratio (the "discount to NAV" that makes ownership coins interesting)
+4. Conditional market activity (pass/fail volumes, TWAP convergence)
+5. Token holder distribution and concentration
+
+The practical path: start with META itself since it has the most data. Treasury is sitting at ~$9.5M USDC right now, circulating supply is ~22.7M tokens, price around $3.18. So you're looking at roughly $72M fully diluted vs $9.5M treasury. That gap alone is a dashboard worth building.
+
+For the Dune side, the key program accounts you'd be querying are the Autocrat program interactions and SPL token flows into/out of DAO treasury accounts. Each ownership coin launched through metadao.fi has its own DAO account and proposal accounts that are all indexable.
+
+If you want to contribute this to the ecosystem, you could build it and we can get it linked into the knowledge base. Tag me with the dashboard when you have something and I can help surface it. You could also submit source material to the contribution pipeline if you document the methodology.
+
+Who are you thinking beyond META? The permissioned launches on metadao.fi (like P2P.me) would be the most interesting ones to cover since that's where real capital formation is happening.
+
+## Article Content (fetched)
+
+I literally have 0 coding experience and had never worked with Dune dashboards before.
+
+It always annoyed me having to rely on other people’s dashboards and never finding the exact data I was looking for, so I figured I’d try building one myself with AI.
+
+With Claude’s help, it took me less than 1.5 hours, and most of that was just understanding how Dune works. The next one would probably take under an hour.
+
+I remember some of our portfolio companies paying thousands of $$ for these and waiting weeks for them to go live.
+
+Even though this trend has been obvious for a while, this really made it click for me just how much AI is eroding the moat and defensibility of developers, and how easy it is now for a complete beginner like me.
+
+Devs are cooked.
+
+## Agent Notes
+**Why archived:** Tagged exchange in ownership community.
+**Rationale from contributor:** I really want to develop dashboards for all metaDAO ownership coins w revenue. How would we do that
+**Intake tier:** directed — fast-tracked, contributor provided reasoning
+**Triage:** Conversation may contain [CLAIM], [ENTITY], or [EVIDENCE] for extraction.