rio: extract from 2026-03-00-solana-launchpad-competitive-landscape.md

- Source: inbox/archive/2026-03-00-solana-launchpad-competitive-landscape.md
- Domain: internet-finance
- Extracted by: headless extraction cron (worker 2)

Pentagon-Agent: Rio <HEADLESS>

domains/ai-alignment/modeling preference sensitivity as a learned distribution rather than a fixed scalar resolves DPO diversity failures without demographic labels or explicit user modeling.md

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+---
+type: claim
+domain: ai-alignment
+description: "MixDPO shows distributional β earns +11.2 win rate points on heterogeneous data at 1.02–1.1× cost, without needing demographic labels or explicit mixture models"
+confidence: experimental
+source: "Theseus via arXiv 2601.06180 (MixDPO: Modeling Preference Strength for Pluralistic Alignment, Jan 2026)"
+created: 2026-03-11
+depends_on:
+  - "RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values"
+  - "pluralistic alignment must accommodate irreducibly diverse values simultaneously rather than converging on a single aligned state"
+---
+
+# modeling preference sensitivity as a learned distribution rather than a fixed scalar resolves DPO diversity failures without demographic labels or explicit user modeling
+
+Standard DPO uses a fixed scalar β to control how strongly preference signals shape training — one value for every example in the dataset. This works when preferences are homogeneous but fails when the training set aggregates genuinely different populations with different tolerance for value tradeoffs. Since [[RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values]], fixed-β DPO is a special case of that failure: it assumes not just one reward function but one preference sensitivity level.
+
+MixDPO (arXiv 2601.06180, January 2026) generalizes this by treating β as a random variable drawn from a learned distribution p(β), optimized jointly with policy parameters θ. Two distributional families are evaluated: LogNormal (estimated via Monte Carlo with K=16 samples) and Gamma (admits closed-form optimization via the Lerch transcendent). The learned distribution encodes dataset-level variance in preference strength — how much the population's certainty about preferences actually varies across comparison pairs.
+
+**Empirical results:** On the PRISM dataset (high preference heterogeneity), MixDPO achieves +11.2 win rate points over standard DPO on Pythia-2.8B. Macro-averaged preference margins — which weight minority preferences equally to majority preferences — improve substantially while micro-averaged margins (dominated by majority views) remain competitive. This demonstrates that distributional β improves pluralistic coverage without degrading majority-preference performance. On the Anthropic HH dataset (low heterogeneity), the learned distribution converges to low variance and gains are minimal — the method self-adapts rather than forcing complexity where data doesn't support it.
+
+**Computational cost:** LogNormal adds 1.02× overhead; Gamma adds 1.1×. Pluralistic alignment via distributional β is not a computationally expensive research luxury — it is a practical default.
+
+**Why no demographic labels are needed:** Preference heterogeneity is a property of the comparison pairs themselves, not of annotator identity. The distribution learns to allocate high β to examples where the comparison signal is sharp and low β to examples where preferences are diffuse — without any access to who provided the preferences. This contrasts with approaches like PAL (Pluralistic Alignment via Learned Prototypes) that require explicit user-cluster modeling.
+
+Since [[pluralistic alignment must accommodate irreducibly diverse values simultaneously rather than converging on a single aligned state]], MixDPO is one concrete mechanism for distributional pluralism — the third form in Sorensen et al's taxonomy — implemented at the level of training dynamics rather than model outputs or constitutional specification.
+
+## Challenges
+
+MixDPO has not yet been compared to PAL or RLCF in the paper, leaving open whether distributional β outperforms explicit mixture modeling on the same benchmarks. The +11.2 win rate result is from a single preprint on Pythia-2.8B and has not been replicated at larger scales or across multiple evaluators.
+
+---
+
+Relevant Notes:
+- [[RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values]] — MixDPO is a constructive solution to this failure, not merely a diagnosis
+- [[pluralistic alignment must accommodate irreducibly diverse values simultaneously rather than converging on a single aligned state]] — distributional β implements the distributional pluralism form without explicit demographic modeling
+- [[collective intelligence requires diversity as a structural precondition not a moral preference]] — MixDPO preserves preference diversity structurally by encoding it in the training objective rather than averaging it out
+
+Topics:
+- [[_map]]

domains/ai-alignment/the variance of a learned preference sensitivity distribution diagnoses dataset heterogeneity and collapses to fixed-parameter behavior when preferences are homogeneous.md

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+---
+type: claim
+domain: ai-alignment
+description: "MixDPO's learned β distribution serves dual purpose: it improves pluralistic alignment on heterogeneous data and converges to low variance on homogeneous data, making dataset diversity legible without demographic annotations"
+confidence: experimental
+source: "Theseus via arXiv 2601.06180 (MixDPO: Modeling Preference Strength for Pluralistic Alignment, Jan 2026)"
+created: 2026-03-11
+depends_on:
+  - "modeling preference sensitivity as a learned distribution rather than a fixed scalar resolves DPO diversity failures without demographic labels or explicit user modeling"
+  - "RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values"
+---
+
+# the variance of a learned preference sensitivity distribution diagnoses dataset heterogeneity and collapses to fixed-parameter behavior when preferences are homogeneous
+
+Alignment methods that handle preference diversity create a design problem: when should you apply pluralistic training and when should you apply standard training? Requiring practitioners to audit their datasets for preference heterogeneity before training is a real barrier — most practitioners lack the demographic data or analytic tools to answer the question reliably.
+
+MixDPO (arXiv 2601.06180) eliminates this requirement through a self-adaptive property. Because the preference sensitivity parameter β is learned as a distribution jointly with the policy, its variance at convergence encodes information about the dataset it was trained on:
+
+- **High heterogeneity data (PRISM):** The learned distribution converges to high variance — β must range widely to account for the differing preference strengths across comparison pairs. The +11.2 win rate gain signals that this variance is informationally meaningful, not noise.
+- **Low heterogeneity data (Anthropic HH):** The learned distribution converges to low variance, approximating a point mass near the standard fixed-β value. Performance gains are minimal — consistent with the interpretation that there is no latent diversity for the distribution to capture.
+
+This means the learned variance is a post-hoc diagnostic: train once with MixDPO, read the converged variance, and you know whether your dataset had diverse preferences. No demographic labels, no separate audit pipeline, no prior assumption about your data source. The method earns complexity when the data warrants it and collapses to simpler baseline behavior when it does not.
+
+This self-adaptive collapse property has design implications beyond MixDPO. A well-designed pluralistic alignment method should have this property structurally: if your training data were actually homogeneous, the method should behave as if you had used the simpler approach. Methods that impose complexity regardless of data content add overhead without alignment benefit. The distributional β framework provides a formal instantiation of this principle.
+
+The interpretability extension is underexplored in the paper: if β variance tracks real preference heterogeneity, it could serve as a dataset quality metric for pluralistic alignment — a way to compare datasets on the dimension of preference diversity without needing annotator identity or demographic composition.
+
+## Challenges
+
+The self-adaptive interpretation rests on a single paper's results across two contrasting datasets. Whether learned β variance generalizes as a reliable diversity diagnostic across domains and model scales has not been empirically tested. The MixDPO paper does not analyze the learned distributions in depth — the diagnostic interpretation is partially an inference from the convergence behavior.
+
+---
+
+Relevant Notes:
+- [[modeling preference sensitivity as a learned distribution rather than a fixed scalar resolves DPO diversity failures without demographic labels or explicit user modeling]] — the mechanism this claim describes the diagnostic property of
+- [[RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values]] — learned variance provides empirical evidence of whether a dataset falls into this failure mode
+- [[pluralistic alignment must accommodate irreducibly diverse values simultaneously rather than converging on a single aligned state]] — self-adaptive collapse means pluralistic methods can be used safely even when diversity is unknown in advance
+
+Topics:
+- [[_map]]

domains/internet-finance/pump-fun-demonstrates-volume-based-revenue-model-generates-700m-plus-despite-extreme-quality-failure-showing-misalignment-between-platform-incentives-and-user-outcomes.md

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+---
+type: claim
+domain: internet-finance
+description: "Volume-based fee models can generate enormous platform revenue even when user outcomes are catastrophically poor, creating structural misalignment between platform incentives and project success"
+confidence: likely
+source: "CryptoNews Solana launchpad analysis (2026-03)"
+created: 2026-03-11
+---
+
+# Volume-based launchpad fee models generate massive revenue despite catastrophic user outcomes, creating structural misalignment between platform incentives and project success
+
+Pump.fun generated over $700M in revenue since January 2024 while facilitating 11M+ token launches, despite fewer than 0.5% of tokens surviving 30 days. This demonstrates that volume-based fee models can produce enormous platform revenue even when user outcomes are catastrophically poor.
+
+**The revenue mechanism:**
+The bonding curve model (1B tokens per launch, 800M allocated to curve) generates fees on every launch and trade regardless of project quality or longevity. At peak, Pump.fun captured 70% of all Solana token launches, creating a self-reinforcing liquidity and attention flywheel that maximizes launch velocity.
+
+**The incentive misalignment:**
+Pump.fun's revenue maximizes with launch volume and trading activity, not with project success or longevity. This creates no economic incentive for quality control, vetting, or post-launch support. The platform profits equally from legitimate projects and obvious scams. A project that launches, generates $1M in trading volume, and then collapses is equally profitable to Pump.fun as a project that survives and builds long-term value.
+
+**Comparative economics:**
+MetaDAO generated approximately $1.5M in fees from $300M in trading volume across 8 launches—roughly 99.5% less revenue per launch than Pump.fun. The curated model produces far less revenue but potentially more sustainable value capture if quality filtering builds long-term platform credibility and reduces reputational liability.
+
+**Market-level implications:**
+With 9 million tokens launched on Solana in 2025 and fewer than 0.5% surviving 30 days, the volume-based model faces existential trust erosion. Industry analysis warns: "Unless Solana's launchpads solve for long-term trust, most won't survive beyond 2026." This suggests that platforms optimizing purely for launch volume may face regulatory or reputational pressure as the failure rate becomes undeniable to retail investors.
+
+---
+
+**Related claims:**
+- [[cryptos-primary-use-case-is-capital-formation-not-payments-or-store-of-value.md]]
+- [[futarchy-governed-permissionless-launches-require-brand-separation-to-manage-reputational-liability.md]]
+- [[ownership-coins-primary-value-proposition-is-investor-protection-not-governance-quality.md]]

domains/internet-finance/seyf-demonstrates-intent-based-wallet-architecture-where-natural-language-replaces-manual-defi-navigation.md

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+---
+type: claim
+claim_id: seyf_intent_wallet_architecture
+domain: internet-finance
+confidence: speculative
+tags:
+  - intent-based-ux
+  - wallet-architecture
+  - defi-abstraction
+  - natural-language-interface
+created: 2026-03-05
+processed_date: 2026-03-05
+source:
+  - inbox/archive/2026-03-05-futardio-launch-seyf.md
+---
+
+# Seyf demonstrates intent-based wallet architecture where natural language replaces manual DeFi navigation
+
+Seyf's launch documentation describes a wallet architecture that abstracts DeFi complexity behind natural language intent processing. This architecture is from launch documentation for a fundraise that failed to reach its target, so represents planned capabilities rather than demonstrated product-market fit.
+
+## Core architectural pattern
+
+The wallet implements a three-layer abstraction:
+
+1. **Intent layer**: Users express goals in natural language ("I want to earn yield on my USDC")
+2. **Solver layer**: Backend translates intents into optimal DeFi operations across protocols
+3. **Execution layer**: Atomic transaction bundles execute the strategy
+
+This inverts the traditional wallet model where users manually navigate protocol UIs and construct transactions.
+
+## Key architectural decisions
+
+**Natural language as primary interface**: The wallet treats conversational input as the main UX, not a supplementary feature. Users describe financial goals rather than selecting from protocol menus.
+
+**Protocol-agnostic solver**: The backend maintains a registry of DeFi primitives (lending, swapping, staking) and composes them based on intent optimization, not hardcoded protocol integrations.
+
+**Atomic execution bundles**: Multi-step strategies (e.g., swap → deposit → stake) execute as single atomic transactions, preventing partial failures.
+
+## Limitations
+
+**No demonstrated user adoption**: The product launched as part of a futarchy-governed fundraise on MetaDAO that failed to reach its $300K target, raising only $200K before refunding. We have no evidence of production usage or user validation of the intent-based model.
+
+**Solver complexity not detailed**: The documentation describes the solver layer conceptually but doesn't specify how it handles intent ambiguity, optimization trade-offs, or protocol risk assessment.
+
+**Limited to Solana**: The architecture assumes Solana's transaction model. Cross-chain intent execution would require different primitives.
+
+## Related claims
+
+- [[futarchy-governed-fundraising-on-metadao-shows-early-stage-liquidity-constraints-in-seyf-launch]] - The fundraising outcome for this product
+- [[defi-complexity-creates-user-experience-friction-that-limits-mainstream-adoption]] - The broader UX problem this architecture attempts to solve

domains/internet-finance/shared-liquidity-amms-could-solve-futarchy-capital-inefficiency-by-routing-base-pair-deposits-into-all-derived-conditional-token-markets.md

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+---
+type: claim
+domain: internet-finance
+description: "MetaDAO's conditional token architecture fragments liquidity across pass/fail pools; a shared-base-pair AMM would let a single META/USDC deposit serve both pMETA/pUSDC and fMETA/fUSDC markets, reducing the capital required to keep conditional markets liquid."
+confidence: speculative
+source: "rio, based on MetaDAO Proposal 12 (futard.io, Feb 2025) — Proph3t's concept developed in collaboration with Robin Hanson"
+created: 2026-03-11
+depends_on:
+  - "MetaDAO Proposal 12 (AnCu4QFDmoGpebfAM8Aa7kViouAk1JW6LJCJJer6ELBF) — Proph3t's description of shared liquidity AMM design"
+challenged_by:
+  - "Shared liquidity between conditional token pairs could introduce cross-pool price manipulation vectors not present in isolated AMMs"
+  - "Redemption mechanics may be incompatible with shared liquidity — winning conditional tokens must redeem 1:1 against underlying, which requires ring-fenced reserves"
+---
+
+# Shared-liquidity AMMs could solve futarchy capital inefficiency by routing base-pair deposits into all derived conditional token markets without requiring separate capital for each pass and fail pool
+
+[[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]] creates a structural capital problem: every active proposal fragments the token liquidity base. A DAO with 10 concurrent proposals needs liquidity in 20 separate AMMs (one pass, one fail per proposal). Each pool competes for the same depositor base. Thin markets in individual conditional pools mean noisy TWAP signals and higher manipulation risk.
+
+MetaDAO's Proph3t, in collaboration with Robin Hanson, has proposed a shared-liquidity AMM design to address this. The concept: people provide META/USDC liquidity once into a base pool, and that liquidity is accessible to both the pMETA/pUSDC market and the fMETA/fUSDC market simultaneously. Rather than siloing capital into separate pools per proposal universe, the underlying deposit serves as a shared reserve that conditional token markets draw against.
+
+The mechanism would work directionally: when a trader buys pass tokens (pMETA), the trade routes through the shared META/USDC reserve, and the AMM logic credits the appropriate conditional token while debiting the underlying. The pool doesn't need to hold conditional tokens as inventory — it holds the base asset and mints conditionals on demand against it.
+
+If viable, this would make futarchy markets cheaper to bootstrap: a project launching with 10 concurrent governance proposals currently needs 10x the liquidity capital. Shared-base-pair liquidity could collapse that multiplier, making [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]] easier to address at the liquidity dimension specifically.
+
+The design is at concept stage — Proph3t noted it in Proposal 12 as something they want to write about with Hanson, not a completed mechanism. The technical challenge is maintaining correct conditional redemption guarantees (winning tokens must redeem 1:1 for underlying base tokens) while sharing the reserve. Cross-pool contamination — where fail token market losses could drain the reserve for pass token settlement — would need to be solved at the architecture level.
+
+## Evidence
+
+- MetaDAO Proposal 12 (Feb 2025, passed): "we've been thinking about a new 'shared liquidity AMM' design where people provide META/USDC liquidity and it can be used in pMETA/pUSDC and fMETA/fUSDC markets" — Proph3t, confirmed by proposal passing
+- [[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]] — source of the liquidity fragmentation problem (each proposal spawns two isolated AMMs)
+
+## Challenges
+
+- Shared reserves may be incompatible with the conditional redemption guarantee — winners must receive underlying tokens 1:1, which requires ring-fenced reserves per universe, not shared pools
+- Cross-pool risk: a large loss in fail token markets could deplete the shared reserve and impair pass token settlement, creating contagion
+- The concept is undeveloped — Proph3t flagged it as something to write about with Hanson, not a designed mechanism; this claim may be superseded by more detailed analysis
+
+---
+
+Relevant Notes:
+- [[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]] — the architecture this would modify
+- [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]] — liquidity fragmentation is one of those friction points
+- [[futarchy implementations must simplify theoretical mechanisms for production adoption because original designs include impractical elements that academics tolerate but users reject]] — shared-liquidity AMM is another round of simplification, this time for capital efficiency
+- [[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]] — platform this would improve
+
+Topics:
+- [[internet finance and decision markets]]

domains/internet-finance/solana-launchpad-market-shows-extreme-curation-premium-with-metadao-achieving-15x-oversubscription-while-permissionless-platforms-see-0-5-percent-survival.md

@@ -0,0 +1,46 @@
+---
+type: claim
+domain: internet-finance
+description: "Curated launchpad models capture disproportionate capital demand relative to permissionless alternatives, demonstrated by MetaDAO's 15x oversubscription versus Pump.fun's 99.5% failure rate"
+confidence: likely
+source: "CryptoNews Solana launchpad competitive analysis (2026-03)"
+created: 2026-03-11
+---
+
+# Curated launchpad models capture disproportionate capital demand relative to permissionless alternatives
+
+The Solana launchpad ecosystem demonstrates a stark bifurcation between permissionless and curated models, with curated platforms capturing dramatically higher capital intensity per launch despite lower volume.
+
+**Permissionless extreme (Pump.fun):**
+- 11M+ token launches since January 2024
+- $700M+ in platform revenue
+- 70% market share of Solana launches at peak
+- Bonding curve model: 1B tokens per launch, 800M to curve
+- **Survival rate: <0.5% of tokens survive 30 days** (fewer than 0.5% of 9M tokens launched in 2025)
+
+**Curated model (MetaDAO):**
+- 8 ICOs completed
+- $25.6M raised
+- **15x average oversubscription**
+- Futarchy governance as quality filter
+- "Unruggable" ICO model with treasury protection
+
+**Competitive context:**
+- Solanium: Traditional IDO model with KYC, staking tiers, community vetting
+- Bags.fm: Creator-focused with 1% perpetual revenue share on trading volume
+- Magic Eden: NFT-focused, highly selective
+
+**The capital premium mechanism:**
+MetaDAO's 15x oversubscription ratio indicates that investors will compete intensely for access to curated launches, even when this means accepting lower launch frequency and higher selection barriers. This contrasts with Pump.fun's model, where volume-based fee economics create no incentive for quality filtering—the platform profits equally from legitimate projects and obvious scams.
+
+The extreme failure rate (99.5%+) of permissionless launches creates structural demand for credible quality signals. MetaDAO's oversubscription suggests futarchy-based curation provides such a signal, though **causation versus correlation remains unproven**—the premium could reflect MetaDAO's brand reputation, the specific projects selected, or genuine futarchy filtering effectiveness rather than the governance mechanism itself.
+
+Industry analysis concludes: "In 2025, over 9 million tokens were launched on Solana, yet fewer than 0.5% lasted more than 30 days. Unless Solana's launchpads solve for long-term trust, most won't survive beyond 2026." This suggests the market is beginning to price in the reputational liability of permissionless platforms.
+
+---
+
+**Related claims:**
+- [[futarchy-governed-permissionless-launches-require-brand-separation-to-manage-reputational-liability.md]]
+- [[ownership-coins-primary-value-proposition-is-investor-protection-not-governance-quality.md]]
+- [[cryptos-primary-use-case-is-capital-formation-not-payments-or-store-of-value.md]]
+- [[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.md]]

inbox/archive/2023-11-18-futardio-proposal-develop-a-lst-vote-market.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/9RisXkQCFLt7NA29vt5aWatcnU8SkyBgS95HxXhwXhW
 date: 2023-11-18
 domain: internet-finance
 format: data
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+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2023-12-03-futardio-proposal-migrate-autocrat-program-to-v01.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/AkLsnieYpCU2UsSqUNrbMrQNi9bvdnjxx75mZbJns9z
 date: 2023-12-03
 domain: internet-finance
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inbox/archive/2023-12-16-futardio-proposal-develop-a-saber-vote-market.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/GPT8dFcpHfssMuULYKT9qERPY3heMoxwZHxgKgPw3TY
 date: 2023-12-16
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inbox/archive/2024-01-12-futardio-proposal-create-spot-market-for-meta.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/9ABv3Phb44BNF4VFteSi9qcWEyABdnRqkorNuNtzdh2
 date: 2024-01-12
 domain: internet-finance
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inbox/archive/2024-01-24-futardio-proposal-develop-amm-program-for-futarchy.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/CF9QUBS251FnNGZHLJ4WbB2CVRi5BtqJbCqMi47NX1P
 date: 2024-01-24
 domain: internet-finance
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inbox/archive/2024-02-05-futardio-proposal-execute-creation-of-spot-market-for-meta.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/HyA2h16uPQBFjezKf77wThNGsEoesUjeQf9rFvfAy4t
 date: 2024-02-05
 domain: internet-finance
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inbox/archive/2024-02-13-futardio-proposal-engage-in-50000-otc-trade-with-ben-hawkins.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/US8j6iLf9GkokZbk89Bo1qnGBees5etv5sEfsfvCoZK
 date: 2024-02-13
 domain: internet-finance
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 tags: [futardio, metadao, futarchy, solana, governance]
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inbox/archive/2024-02-18-futardio-proposal-engage-in-100000-otc-trade-with-ben-hawkins-2.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/E1FJAp8saDU6Da2ccayjLBfA53qbjKRNYvu7QiMAnjQ
 date: 2024-02-18
 domain: internet-finance
 format: data
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 processed_by: rio

inbox/archive/2024-02-18-futardio-proposal-engage-in-50000-otc-trade-with-pantera-capital.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/H59VHchVsy8UVLotZLs7YaFv2FqTH5HAeXc4Y48kxie
 date: 2024-02-18
 domain: internet-finance
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inbox/archive/2024-02-20-futardio-proposal-develop-multi-option-proposals.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/J7dWFgSSuMg3BNZBAKYp3AD5D2yuaaLUmyKqvxBZgHh
 date: 2024-02-20
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inbox/archive/2024-02-26-futardio-proposal-increase-meta-liquidity-via-a-dutch-auction.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/Dn638yPirR3e2UNNECpLNJApDhxsjhJTAv9uEd9LBVV
 date: 2024-02-26
 domain: internet-finance
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inbox/archive/2024-03-03-futardio-proposal-burn-993-of-meta-in-treasury.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/ELwCkHt1U9VBpUFJ7qGoVMatEwLSr1HYj9q9t8JQ1Nc
 date: 2024-03-03
 domain: internet-finance
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 tags: [futardio, metadao, futarchy, solana, governance]
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inbox/archive/2024-03-13-futardio-proposal-develop-futarchy-as-a-service-faas.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/D9pGGmG2rCJ5BXzbDoct7EcQL6F6A57azqYHdpWJL9C
 date: 2024-03-13
 domain: internet-finance
 format: data
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+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2024-03-19-futardio-proposal-engage-in-250000-otc-trade-with-colosseum.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/5qEyKCVyJZMFZSb3yxh6rQjqDYxASiLW7vFuuUTCYnb
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inbox/archive/2024-03-26-futardio-proposal-appoint-nallok-and-proph3t-benevolent-dictators-for-three-mo.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/BqMrwwZYdpbXNsfpcxxG2DyiQ7uuKB69PznPWZ33GrZ
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inbox/archive/2024-03-28-futardio-proposal-migrate-autocrat-program-to-v02.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/HXohDRKtDcXNKnWysjyjK8S5SvBe76J5o4NdcF4jj96
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inbox/archive/2024-05-27-futardio-proposal-approve-performance-based-compensation-package-for-proph3t-a.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/BgHv9GutbnsXZLZQHqPL8BbGWwtcaRDWx82aeRMNmJb
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inbox/archive/2024-05-27-futardio-proposal-proposal-1.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/iPzWdGBZiHMT5YhR2m4WtTNbFW3KgExH2dRAsgWydPf
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inbox/archive/2024-05-30-futardio-proposal-drift-futarchy-proposal-welcome-the-futarchs.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/9jAnAupCdPQCFvuAMr5ZkmxDdEKqsneurgvUnx7Az9z
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inbox/archive/2024-05-30-futardio-proposal-proposal-1.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/8AEsxyN8jhth5WQZHjU9kS3JcRHaUmpck7qZgpv2v4w
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inbox/archive/2024-06-05-futardio-proposal-fund-futuredaos-token-migrator.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/BMZbX7z2zgLuq266yskeHF5BFZoaX9j3tvsZfVQ7RUY
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inbox/archive/2024-06-08-futardio-proposal-reward-the-university-of-waterloo-blockchain-club-with-1-mil.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/7KkoRGyvzhvzKjxuPHjyxg77a52MeP6axyx7aywpGbd
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inbox/archive/2024-06-14-futardio-proposal-fund-the-rug-bounty-program.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/4ztwWkz9TD5Ni9Ze6XEEj6qrPBhzdTQMfpXzZ6A8bGz
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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
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inbox/archive/2024-06-26-futardio-proposal-approve-metadao-fundraise-2.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/9BMRY1HBe61MJoKEd9AAW5iNQyws2vGK6vuL49oR3Az
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inbox/archive/2024-07-01-futardio-proposal-fund-artemis-labs-data-and-analytics-dashboards.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/G95shxDXSSTcgi2DTJ2h79JCefVNQPm8dFeDzx7qZ2k
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inbox/archive/2024-07-01-futardio-proposal-proposal-1.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/Hda19mrjPxotZnnQfpAhJtxWvfC6JCXbMquohThgsd5
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inbox/archive/2024-07-01-futardio-proposal-test.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/16ZyAyNumkJoU9GATreUzBDzfS6rmEpZnUcQTcdfJiD
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inbox/archive/2024-07-04-futardio-proposal-proposal-3.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/EXehk1u3qUJZSxJ4X3nHsiTocRhzwq3eQAa6WKxeJ8X
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 domain: internet-finance
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inbox/archive/2024-07-09-futardio-proposal-initialize-the-drift-foundation-grant-program.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/xU6tQoDh3Py4MfAY3YPwKnNLt7zYDiNHv8nA1qKnxVM
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 domain: internet-finance
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inbox/archive/2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/BU8kQ7ECq8CJ9BHUZfYsjHFKPMGsF6oJn5d6b1tArdw
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inbox/archive/2024-07-18-futardio-proposal-enhancing-the-deans-list-dao-economic-model.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/5c2XSWQ9rVPge2Umoz1yenZcAwRaQS5bC4i4w87B1WU
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inbox/archive/2024-08-03-futardio-proposal-approve-q3-roadmap.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/7AbivixQZTrgnqpmyxW2j1dd4Jyy15K3T2T7MEgfg8D
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 domain: internet-finance
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inbox/archive/2024-08-14-futardio-proposal-develop-memecoin-launchpad.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/J57DcV2yQGiDpSetQHui6Piwjwsbet2ozXVPG77kTvT
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inbox/archive/2024-08-20-futardio-proposal-proposal-4.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/yTiRuoXWQVdVgbUJBU6J3FF1Sxnzy7FW7osqkkfMK6G
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 domain: internet-finance
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inbox/archive/2024-08-20-futardio-proposal-test-proposal-3.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/5TRuK9TLZ9bUPtp6od6pLKN6GxbQMByaBwVSCArNaS1
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inbox/archive/2024-08-27-futardio-proposal-fund-the-drift-superteam-earn-creator-competition.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/AKMnVnSC8DzoZJktErtzR2QNt1ESoN8i2DdHPYuQTMG
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 domain: internet-finance
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inbox/archive/2024-08-28-futardio-proposal-a-very-unique-title-some-say-its-really-unique.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/GugKjNpirFNaaRkEStRKGJPnutptsnTA3XuCJ8nwaVt
 date: 2024-08-28
 domain: internet-finance
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inbox/archive/2024-08-28-futardio-proposal-drift-proposal-for-bet.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/8cnQAxS3WQXhD2eAjKSJ6wmBwaJskRZFYByMPKEhD1o
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inbox/archive/2024-08-28-futardio-proposal-dummy.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/eNPP3Tm4AAyDwq9N4BwJwBzFD14KXDSVY6bhMRaBuFt
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inbox/archive/2024-08-28-futardio-proposal-proposal-7.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/AuNNyR4oU2zkG1sYBzJ3DJmyDzMKSmSW2yASorWenuC
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inbox/archive/2024-08-28-futardio-proposal-test-proposal-based-on-metadao-content.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/EmPUGgv2Utzuu2vgSu6GcTRAtJMox5vJeZKi95cBgfJ
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inbox/archive/2024-08-30-futardio-proposal-approve-budget-for-pre-governance-hackathon-development.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/2LKqzegdHrcrrRCHSuTS2fMjjJuZDfzuRKMnzPhzeD4
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inbox/archive/2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/53EDms4zPkp4khbwBT3eXWhMALiMwssg7f5zckq22tH
 date: 2024-08-31
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inbox/archive/2024-09-05-futardio-proposal-my-test-proposal-that-rocksswd.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/evGundfgMRZWCYsGF7GMKcgh6LjxDTFrvWRAhxiQS8h
 date: 2024-09-05
 domain: internet-finance
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inbox/archive/2024-10-10-futardio-proposal-treasury-proposal-deans-list-proposal.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/8SwPfzKhaZ2SQfgfJYfeVRTXALZs2qyFj7kX1dEkd29
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 domain: internet-finance
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inbox/archive/2024-10-22-futardio-proposal-hire-advaith-sekharan-as-founding-engineer.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/B82Dw1W6cfngH7BRukAyKXvXzP4T2cDsxwKYfxCftoC
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inbox/archive/2024-10-22-futardio-proposal-increase-ore-sol-lp-boost-multiplier-to-6x.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/A19yLRVqxvUf4cTDm6mKNKadasd7YSYDrzk6AYEyubA
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inbox/archive/2024-10-30-futardio-proposal-swap-150000-into-isc.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/Gp3ANMRTdGLPNeMGFUrzVFaodouwJSEXHbg5rFUi9ro
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 domain: internet-finance
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inbox/archive/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/HiNWH2uKxjrmqZjn9mr8vWu5ytp2Nsz6qLsHWa5XQ1V
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 domain: internet-finance
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inbox/archive/2024-11-13-futardio-proposal-cut-emissions-by-50.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/6LcxhHS3JvDtbS1GoQS18EgH5Pzf7AnqQpR7D4HxmWp
 date: 2024-11-13
 domain: internet-finance
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inbox/archive/2024-11-21-futardio-proposal-proposal-13.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/ApywwMrE9vkWiatZwQVU6wdvNsHrYZkhegNCV5XDZ8y
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inbox/archive/2024-11-21-futardio-proposal-proposal-14.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/B4zpF4iHeF91qq8Szb9aD6pW1DrwSy6djD4QPWJQn3d
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inbox/archive/2024-11-21-futardio-proposal-should-metadao-create-futardio.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/zN9Uft1zEsh9h7Wspeg5bTNirBBvtBTaJ6i5KcEnbAb
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inbox/archive/2024-11-25-futardio-proposal-launch-a-boost-for-hnt-ore.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/2QUxbiMkDtoKxY2u6kXuevfMsqKGtHNxMFYHVWbqRK1
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inbox/archive/2024-11-25-futardio-proposal-prioritize-listing-meta.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/FXkyJpCVADXS6YZcz1Kppax8Kgih23t6yvze7ehELJp
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inbox/archive/2024-12-02-futardio-proposal-approve-deans-list-treasury-management.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/4gaJ8bi1gpNEx6xSSsepjVBM6GXqTDfLbiUbzXbARHW
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inbox/archive/2024-12-04-futardio-proposal-launch-a-boost-for-usdc-ore.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/GBQZvZAeW8xUuVV5a9FJHSyttzY5fPGuvkwLTpWLbw6
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inbox/archive/2024-12-05-futardio-proposal-establish-development-fund.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/DhY2YrMde6BxiqCrqUieoKt5TYzRwf2KYE3J2RQyQc7
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inbox/archive/2024-12-16-futardio-proposal-implement-3-week-vesting-for-dao-payments-to-strengthen-ecos.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/C2Up9wYYJM1A94fgJz17e3Xsr8jft2qYMwrR6s4ckaK
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 domain: internet-finance
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inbox/archive/2024-12-19-futardio-proposal-allocate-50000-drift-to-fund-the-drift-ai-agent-request-for.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/A74H61YqwsbwRczuErbUyh9kqG1A7ZbiE1W5hWZmT9f
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 domain: internet-finance
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inbox/archive/2024-12-30-futardio-proposal-fund-deans-list-dao-website-redesign.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/5V5MFN69yB2w82QWcWXyW84L3x881w5TanLpLnKAKyK
 date: 2024-12-30
 domain: internet-finance
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-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-01-13-futardio-proposal-should-jto-vault-be-added-to-tiprouter-ncn.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/CJW4iZPT14sVNzoc4Yibx1LbnY12sA75gZCP9HZk11U
 date: 2025-01-13
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-01-14-futardio-proposal-should-deans-list-dao-update-the-liquidity-fee-structure.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/B8WLuXqoBb3hRD9XBCNuSqxDqCXCixqRdKR4pVFGzNP
 date: 2025-01-14
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-01-27-futardio-proposal-engage-in-500000-otc-trade-with-theia-2.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/3tApJXw2REQAZZyehiaAnQSdauVNviNbXsuS4inn8PA
 date: 2025-01-27
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-01-28-futardio-proposal-perform-token-split-and-adopt-elastic-supply-for-meta.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/CBhieBvzo5miQBrdaM7vALpgNLt4Q5XYCDfNLaE2wXJ
 date: 2025-01-28
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-02-03-futardio-proposal-should-sanctum-change-its-logo-on-its-website-and-socials.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/7FY4dgYDX8xxwCczrgstUwuNEC9NMV1DWXz31rMnGNT
 date: 2025-02-03
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio

inbox/archive/2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/DnDiyjAcmS3BNmNEJa2ydEbd6DgnddpkyVXJfngdRTz
 date: 2025-02-04
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-02-06-futardio-proposal-should-sanctum-implement-cloud-staking-and-active-staking-re.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/4BTTxsV98Rhm1qjDe2yPdXtj7j7KBSuGtVQ6rUNWjjX
 date: 2025-02-06
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio

inbox/archive/2025-02-10-futardio-proposal-addy-dao-proposal.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/8qtWAAjqKhtEBJjdY6YzkN74yddTchH2vSc7f654NtQ
 date: 2025-02-10
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio

inbox/archive/2025-02-10-futardio-proposal-should-metadao-hire-robin-hanson-as-an-advisor.md

@@ -6,14 +6,16 @@ url: "https://www.futard.io/proposal/AnCu4QFDmoGpebfAM8Aa7kViouAk1JW6LJCJJer6ELB
 date: 2025-02-10
 domain: internet-finance
 format: data
-status: entity-data
+status: processed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
 processed_date: 2025-02-10
 enrichments_applied: ["futarchy-governed-DAOs-converge-on-traditional-corporate-governance-scaffolding-for-treasury-operations-because-market-mechanisms-alone-cannot-provide-operational-security-and-legal-compliance.md", "futarchy-implementations-must-simplify-theoretical-mechanisms-for-production-adoption-because-original-designs-include-impractical-elements-that-academics-tolerate-but-users-reject.md", "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.md"]
 extraction_model: "anthropic/claude-sonnet-4.5"
-extraction_notes: "Governance proposal data showing MetaDAO's operational evolution. No novel claims—all insights enrich existing claims about futarchy implementation, mechanism simplification, and MetaDAO's platform development. The proposal demonstrates convergence on traditional advisory structures while iterating on futarchy mechanism design for capital efficiency."
+claims_extracted:
+  - "shared-liquidity-amms-could-solve-futarchy-capital-inefficiency-by-routing-base-pair-deposits-into-all-derived-conditional-token-markets.md"
+extraction_notes: "Governance proposal data showing MetaDAO's operational evolution. One novel claim extracted: the shared-liquidity AMM concept for conditional markets (Proph3t + Hanson concept, not yet implemented). Remaining insights enrich existing claims about futarchy implementation, mechanism simplification, and MetaDAO's platform development. The proposal also demonstrates convergence on traditional advisory structures (Robin Hanson advisor hire via futarchy vote)."
 ---
 
 ## Proposal Details

inbox/archive/2025-02-13-futardio-proposal-fund-the-drift-working-group.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/6TkkCy26HCqxWGt1QgfhFHc6ASikRjk74Gkk4Wfyd7w
 date: 2025-02-13
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-02-24-futardio-proposal-mtn-meets-meta-hackathon.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/9ZYMaLKWn9PSLTX1entmqJUYBiCkZbRxeRz1tVvYwqy
 date: 2025-02-24
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-02-24-futardio-proposal-testing-totem-for-the-win.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/3rCNPg7wG1XCZBCWwjgjFgfhEySu2LhqeoU9KTUesTg
 date: 2025-02-24
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-02-26-futardio-proposal-release-a-launchpad.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/HREoLZVrY5FHhPgBFXGGc6XAA3hPjZw1UZcahhumFke
 date: 2025-02-26
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-03-05-futardio-proposal-proposal-1.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/EksJ2GhxbmhVAdDKP4kThHiuzKwjhq5HSb1kgFj6x2Q
 date: 2025-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio

inbox/archive/2025-03-05-futardio-proposal-proposal-2.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/8MMGMpLYnxH69j6YWCaLTqsYZuiFz61E5v2MSmkQyZZ
 date: 2025-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-03-05-futardio-proposal-proposal-3.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/HCHkdhiPh2q9LTyvUpfyfuybPHW7qg1T2vGtiJzGPrs
 date: 2025-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-03-05-futardio-proposal-should-sanctum-use-up-to-25m-cloud-to-incentivise-inf-sol-li.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/6mc1Fp6ds8XKA2jMzBDDhVwvY6ZCGg6SNqvHy4E6LS7
 date: 2025-03-05
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-03-28-futardio-proposal-should-sanctum-build-a-sanctum-mobile-app-wonder.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/2frDGSg1frwBeh3bc6R7XKR2wckyMTt6pGXLGLPgoot
 date: 2025-03-28
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-04-22-futardio-proposal-testing-v03-transfer.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/2dvNKyxKzVuUMcd89wzfuYjX2RKbJps2Srqu4mJ7LEg
 date: 2025-04-22
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-07-02-futardio-proposal-testing-indexer-changes.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/35mgLHTJYhyEWjsLHDd4jZNQ6jwuZ4E214TUm1hA8vB
 date: 2025-07-02
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio

inbox/archive/2025-08-20-futardio-proposal-should-sanctum-offer-investors-early-unlocks-of-their-cloud.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/C61vTUyxTq5SWwbrTFEyYeXpGQLKhRRvRrGsu6YUa6C
 date: 2025-08-20
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio

inbox/archive/2025-10-06-futardio-launch-umbra.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/9kx7UDFzFt7e2V4pFtawnupKKvRR3EhV7P1Pxmc5XCQj"
 date: 2025-10-06
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio

inbox/archive/2025-10-14-futardio-launch-avici.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/2rYvdtK8ovuSziJuy5gTTPtviY5CfTnW6Pps4pk7ehEq"
 date: 2025-10-14
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---

inbox/archive/2025-10-15-futardio-proposal-lets-get-futarded.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/6c1dnggYNpEZvz4fedJ19LAo8Pz2mTTvT6LxySYhpLb
 date: 2025-10-15
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-10-18-futardio-launch-loyal.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/E7kXdSdZrjVFDkLb6V7S8VihKookPviRJ7tXVik9qbdu"
 date: 2025-10-18
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---

inbox/archive/2025-10-20-futardio-launch-zklsol.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/4h248CdXdeWtxWnHxEPqa5ruYZaEwXRZPyDFYnndbzpR"
 date: 2025-10-20
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 processed_by: rio

inbox/archive/2025-10-22-futardio-proposal-defiance-capital-cloud-token-acquisition-proposal.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/CFZzTU9YBc2ESa9jXeiYsq1sbN2vg346gUunA5NC3iC
 date: 2025-10-22
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-10-23-futardio-launch-paystream.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/13YpYe4k5GPaD2vZvvY7v7if31S1Wu8yWShkQs8MzLNh"
 date: 2025-10-23
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---

inbox/archive/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/G33HJH2J2zRqqcHZKMggkQurvqe1cmaDtfBz3hgmuuA
 date: 2025-11-07
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 ---

inbox/archive/2025-11-13-blueorigin-new-glenn-escapade-booster-landing.md

@@ -6,10 +6,15 @@ url: https://www.blueorigin.com/news/new-glenn-launches-nasa-escapade-lands-full
 date: 2025-11-13
 domain: space-development
 secondary_domains: []
-format: article
-status: unprocessed
+format: report
+status: null-result
 priority: high
 tags: [blue-origin, new-glenn, reusability, booster-landing, mars, escapade, competition]
+processed_by: astra
+processed_date: 2026-03-11
+enrichments_applied: ["SpaceX vertical integration across launch broadband and manufacturing creates compounding cost advantages that no competitor can replicate piecemeal.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "Extracted two claims: (1) Blue Origin's rapid achievement of booster landing demonstrates technology diffusion beyond SpaceX, and (2) patient capital as alternative path to reusability without vertical integration flywheel. Flagged enrichment challenging the SpaceX unreplicable advantages claim—Blue Origin achieved technical capability parity without the Starlink demand flywheel, though economic efficiency remains unproven. Key context: This is the strongest evidence to date that SpaceX single-player dependency in reusable launch is eroding. The 'second attempt' timeline is particularly significant—suggests fundamental engineering is now well-understood across industry."
 ---
 
 ## Content
@@ -37,3 +42,13 @@ The same booster was planned for reuse on the NG-3 mission, targeted for late Fe
 PRIMARY CONNECTION: [[SpaceX vertical integration across launch broadband and manufacturing creates compounding cost advantages that no competitor can replicate piecemeal]]
 WHY ARCHIVED: Challenges the single-player dependency thesis — Blue Origin is now a demonstrated reusable launch provider without the Starlink flywheel
 EXTRACTION HINT: Focus on whether "no competitor can replicate piecemeal" still holds — Blue Origin replicated the booster landing capability without the demand flywheel, suggesting the flywheel claim may overstate the barrier
+
+
+## Key Facts
+- New Glenn NG-2 mission launched November 13, 2025
+- NG-2 deployed NASA ESCAPADE twin spacecraft to Mars transfer orbit (arrival September 2027)
+- Booster 'Never Tell Me the Odds' landed on Landing Platform Vessel Jacklyn, 375 miles offshore Atlantic
+- NG-1 (January 2025) reached orbit but booster failed to land
+- Blue Origin is second company after SpaceX to both deploy spacecraft to orbit and land booster
+- Blue Origin has received $14B+ investment from Jeff Bezos
+- Same booster planned for reuse on NG-3 mission (targeted late February 2026)

inbox/archive/2025-11-14-futardio-launch-solomon.md

@@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/634r63NH2qbTrSVyLieC3Ab3YKaEfoGnCLM8idZMEycE"
 date: 2025-11-14
 domain: internet-finance
 format: data
-status: entity-data
+status: unprocessed
 tags: [futardio, metadao, futarchy, solana]
 event_type: launch
 ---

inbox/archive/2026-01-00-mixdpo-preference-strength-pluralistic.md

@@ -7,7 +7,13 @@ date: 2026-01-01
 domain: ai-alignment
 secondary_domains: []
 format: paper
-status: unprocessed
+status: processed
+processed_by: theseus
+processed_date: 2026-03-11
+claims_extracted:
+  - "modeling preference sensitivity as a learned distribution rather than a fixed scalar resolves DPO diversity failures without demographic labels or explicit user modeling"
+  - "the variance of a learned preference sensitivity distribution diagnoses dataset heterogeneity and collapses to fixed-parameter behavior when preferences are homogeneous"
+enrichments: []
 priority: high
 tags: [pluralistic-alignment, DPO, preference-strength, distributional-modeling, heterogeneity]
 ---