extract: 2024-11-01-aspe-medicare-anti-obesity-medication-coverage

Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
entity-batch: update 1 entities
2026-03-15 19:19:40 +00:00 · 2026-03-15 19:19:19 +00:00 · 2026-03-15 19:18:18 +00:00 · 2026-03-15 19:08:16 +00:00 · 2026-03-15 19:07:00 +00:00 · 2026-03-15 19:05:36 +00:00
33 changed files with 449 additions and 28 deletions
--- a/domains/health/Big
+++ b/domains/health/Big
@ -27,6 +27,12 @@ This is not an American problem alone. The American diet and lifestyle are sprea

 The four major risk factors behind the highest burden of noncommunicable disease -- tobacco use, harmful use of alcohol, unhealthy diets, and physical inactivity -- are all lifestyle factors that simple interventions could address. The gap between what science knows works (lifestyle modification) and what the system delivers (pharmaceutical symptom management) represents one of the largest misalignments in the modern economy.

+
+### Additional Evidence (extend)
+*Source: [[2025-06-01-cell-med-glp1-societal-implications-obesity]] | Added: 2026-03-15*
+
+GLP-1s may function as a pharmacological counter to engineered food addiction. The population-level obesity decline (39.9% to 37.0%) coinciding with 12.4% adult GLP-1 adoption suggests pharmaceutical intervention can partially offset the metabolic consequences of engineered hyperpalatable foods, though this addresses symptoms rather than root causes of the food environment.
+
 ---

 Relevant Notes:
--- a/domains/health/GLP-1
+++ b/domains/health/GLP-1
@ -25,9 +25,9 @@ Real-world persistence data from 125,474 commercially insured patients shows the


 ### Additional Evidence (extend)
-*Source: [[2024-11-01-aspe-medicare-anti-obesity-medication-coverage]] | Added: 2026-03-15*
+*Source: [[2025-06-01-cell-med-glp1-societal-implications-obesity]] | Added: 2026-03-15*

-When eligibility is restricted to Medicare beneficiaries with comorbidities (CVD history, heart failure, CKD, prediabetes) rather than BMI alone, approximately 10% of Medicare beneficiaries become eligible. This comorbidity-gated approach changes the cost-benefit calculation: ASPE estimates annual Part D cost increases of $3.1-6.1 billion but projects net savings of $715M over 10 years through avoided cardiovascular events and kidney disease progression. The divergence from CBO's $35B cost estimate reveals that the 'inflationary through 2035' thesis depends heavily on which methodology and eligibility criteria are used.
+The Cell Press review characterizes GLP-1s as marking a 'system-level redefinition' of cardiometabolic management with 'ripple effects across healthcare costs, insurance models, food systems, long-term population health.' Obesity costs the US $400B+ annually, providing context for the scale of potential cost impact. The WHO issued conditional recommendations within 2 years of widespread adoption (December 2025), unusually fast for a major therapeutic category.

 ---

--- a/domains/health/federal-budget-scoring-methodology-systematically-undervalues-preventive-interventions-because-10-year-window-excludes-long-term-savings.md
+++ b/domains/health/federal-budget-scoring-methodology-systematically-undervalues-preventive-interventions-because-10-year-window-excludes-long-term-savings.md
@ -43,7 +43,7 @@ The claim that budget scoring "systematically" undervalues prevention requires e
 ### Additional Evidence (confirm)
 *Source: [[2024-11-01-aspe-medicare-anti-obesity-medication-coverage]] | Added: 2026-03-15*

-The GLP-1 coverage debate provides a quantified example: CBO's $35B cost estimate vs. ASPE's $715M savings calculation represents a $35.7 billion methodological divergence on a single drug class. ASPE analysis shows broad semaglutide access would avoid 38,950 CV events and 6,180 deaths over 10 years, but CBO scoring rules structurally undercount these downstream savings because they apply conservative uptake assumptions and don't fully credit avoided hospitalizations within the budget window.
+The GLP-1 Medicare coverage debate provides a quantified example: CBO's $35B cost estimate vs. ASPE's $715M savings calculation represents a $35.7B methodological divergence on the same policy. ASPE projects 38,950 CV events avoided and 6,180 deaths avoided over 10 years from broad semaglutide access, but these downstream savings are not fully captured in CBO's budget scoring framework.

 ---

--- a/domains/health/glp-1-multi-organ-protection-creates-compounding-value-across-kidney-cardiovascular-and-metabolic-endpoints.md
+++ b/domains/health/glp-1-multi-organ-protection-creates-compounding-value-across-kidney-cardiovascular-and-metabolic-endpoints.md
@ -31,10 +31,10 @@ For value-based care models and capitated payers, this multi-organ protection cr
 - First GLP-1 to receive FDA indication for CKD in T2D patients


-### Additional Evidence (confirm)
+### Additional Evidence (extend)
 *Source: [[2024-11-01-aspe-medicare-anti-obesity-medication-coverage]] | Added: 2026-03-15*

-ASPE's clinical economics model explicitly accounts for multi-organ protection: 38,950 cardiovascular events avoided, 6,180 deaths prevented, and kidney disease progression reduction all contribute to the net savings calculation. The comorbidity-gated eligibility criteria (CVD history, heart failure, CKD, prediabetes) target exactly the populations where multi-organ protection creates compounding value, which is why clinical economics shows savings while budget scoring shows costs.
+ASPE quantifies the cardiovascular benefit at population scale: broad Medicare semaglutide access would avoid 38,950 CV events and 6,180 deaths over 10 years. The proposed eligibility criteria require comorbidities (CVD history, heart failure, CKD, prediabetes) rather than BMI alone, targeting the population where multi-organ protection generates maximum value.

 ---

--- a/domains/health/semaglutide-reduces-kidney-disease-progression-24-percent-and-delays-dialysis-creating-largest-per-patient-cost-savings.md
+++ b/domains/health/semaglutide-reduces-kidney-disease-progression-24-percent-and-delays-dialysis-creating-largest-per-patient-cost-savings.md
@ -29,10 +29,10 @@ This is the first dedicated kidney outcomes trial with a GLP-1 receptor agonist,
 - Dialysis cost benchmark: $90K+/year per patient


-### Additional Evidence (confirm)
+### Additional Evidence (extend)
 *Source: [[2024-11-01-aspe-medicare-anti-obesity-medication-coverage]] | Added: 2026-03-15*

-ASPE's analysis of broad semaglutide access includes kidney disease progression as a major component of the net savings calculation. The comorbidity-based eligibility criteria specifically include CKD patients, and the $715M net savings figure incorporates avoided dialysis costs as part of the downstream benefit calculation that CBO methodology undercounts.
+Medicare eligibility criteria for GLP-1 coverage include CKD as a qualifying comorbidity, and ASPE's net savings calculation ($715M over 10 years) incorporates avoided dialysis costs as a major component of the downstream value. Approximately 10% of Medicare beneficiaries would be eligible under the proposed comorbidity-based criteria.

 ---

--- a/domains/health/the
+++ b/domains/health/the
@ -31,6 +31,12 @@ Since specialization and value form an autocatalytic feedback loop where each am

 The Commonwealth Fund's 2024 international comparison demonstrates this transition empirically across 10 developed nations. All countries compared (Australia, Canada, France, Germany, Netherlands, New Zealand, Sweden, Switzerland, UK, US) have eliminated material scarcity in healthcare — all possess advanced clinical capabilities and universal or near-universal access infrastructure. Yet health outcomes vary dramatically. The US spends >16% of GDP (highest by far) with worst outcomes, while top performers (Australia, Netherlands) spend the lowest percentage of GDP. The differentiator is not clinical capability (US ranks 2nd in care process quality) but access structures and equity — social determinants. This proves that among developed nations with sufficient material resources, social disadvantage (who gets care, discrimination, equity barriers) drives outcomes more powerfully than clinical quality or spending volume.

+
+### Additional Evidence (extend)
+*Source: [[2025-06-01-cell-med-glp1-societal-implications-obesity]] | Added: 2026-03-15*
+
+GLP-1 access inequality demonstrates the epidemiological transition in action: the intervention addresses metabolic disease (post-transition health problem) but access stratifies by wealth and insurance status (social disadvantage), potentially widening health inequalities even as population-level outcomes improve. The WHO's emphasis on 'multisectoral action' and 'healthier environments' acknowledges that pharmaceutical solutions alone cannot address socially-determined health outcomes.
+
 ---

 Relevant Notes:
--- a/domains/internet-finance/MetaDAOs
+++ b/domains/internet-finance/MetaDAOs
@ -77,6 +77,12 @@ Autocrat v0.1 made the three-day window configurable rather than hardcoded, with

 Proposal #3 on MetaDAO (account EXehk1u3qUJZSxJ4X3nHsiTocRhzwq3eQAa6WKxeJ8Xs) ran on Autocrat version 0.3, created 2024-07-04, and completed/ended 2024-07-08 - confirming the four-day operational window (proposal creation plus three-day settlement period) specified in the mechanism design.

+
+### Additional Evidence (confirm)
+*Source: [[2025-03-05-futardio-proposal-proposal-1]] | Added: 2026-03-15*
+
+Production deployment data from futard.io shows Proposal #1 on DAO account De8YzDKudqgeJXqq6i7q82AgxxrQ1JXXfMgouQuPyhY using Autocrat version 0.3, with proposal created, ended, and completed all on 2025-03-05. This confirms operational use of the Autocrat v0.3 implementation in live governance.
+
 ---

 Relevant Notes:
--- a/domains/internet-finance/MetaDAOs
+++ b/domains/internet-finance/MetaDAOs
@ -41,6 +41,12 @@ Dean's List ThailandDAO proposal (DgXa6gy7nAFFWe8VDkiReQYhqe1JSYQCJWUBV8Mm6aM) f

 Proposal #3 failed with no indication of trading activity or market participation in the on-chain data, consistent with the pattern of minimal engagement in proposals without controversy or competitive dynamics.

+
+### Additional Evidence (extend)
+*Source: [[2024-10-30-futardio-proposal-swap-150000-into-isc]] | Added: 2026-03-15*
+
+The ISC treasury swap proposal (Gp3ANMRTdGLPNeMGFUrzVFaodouwJSEXHbg5rFUi9roJ) was a contested decision that failed, showing futarchy markets can reject proposals with clear economic rationale when risk factors dominate. The proposal offered inflation hedge benefits but markets priced early-stage counterparty risk higher, demonstrating active price discovery in treasury decisions.
+
 ---

 Relevant Notes:
--- a/domains/internet-finance/futarchy-governed
+++ b/domains/internet-finance/futarchy-governed
@ -37,6 +37,12 @@ The contrast with Ranger is instructive. Ranger's liquidation shows futarchy han
 - The subcommittee model introduces trusted roles that could recentralize power over time, undermining the trustless property that makes futarchy valuable
 - Since [[Ooki DAO proved that DAOs without legal wrappers face general partnership liability making entity structure a prerequisite for any futarchy-governed vehicle]], some of this scaffolding is legally required rather than a failure of market mechanisms

+
+### Additional Evidence (confirm)
+*Source: [[2024-10-30-futardio-proposal-swap-150000-into-isc]] | Added: 2026-03-15*
+
+MetaDAO's rejection of ISC treasury diversification shows futarchy markets applying conservative risk assessment to treasury operations. Despite theoretical inflation hedge benefits, markets rejected a 6.8% allocation to an early-stage stablecoin, prioritizing capital preservation over yield optimization - a pattern consistent with traditional treasury management.
+
 ---

 Relevant Notes:
--- a/entities/internet-finance/futardio.md
+++ b/entities/internet-finance/futardio.md
@ -49,6 +49,7 @@ MetaDAO's token launch platform. Implements "unruggable ICOs" — permissionless
 - **2026-03-05** — [[insert-coin-labs-futardio-fundraise]] launched for Web3 gaming studio (failed, $2,508 / $50K = 5% of target)
 - **2026-03-05** — [[git3-futardio-fundraise]] failed: Git3 raised $28,266 of $100K target (28.3%) before entering refunding status, demonstrating market filtering even with live MVP
 - **2024-06-14** — [[futardio-fund-rug-bounty-program]] passed: Approved $5K USDC funding for RugBounty.xyz platform development to incentivize community recovery from rug pulls
+- **2024-08-28** — MetaDAO proposal to develop futardio as memecoin launchpad with futarchy governance failed. Proposal would have allocated $100k grant over 6 months to development team. Key features: percentage of each new token supply allocated to futarchy DAO, points-to-token conversion within 180 days, revenue distribution to $FUTA holders, immutable deployment on IPFS/Arweave. Proposal rejected by market, suggesting reputational risks outweighed adoption benefits.
 ## Competitive Position
 - **Unique mechanism**: Only launch platform with futarchy-governed accountability and treasury return guarantees
 - **vs pump.fun**: pump.fun is memecoin launch (zero accountability, pure speculation). Futardio is ownership coin launch (futarchy governance, treasury enforcement). Different categories despite both being "launch platforms."
--- a/entities/internet-finance/futuredao.md
+++ b/entities/internet-finance/futuredao.md
@ -23,5 +23,7 @@ FutureDAO is a market-governed decentralized organization building the Future Pr
 - **2024-06-05** — futuredao-token-migrator proposal passed: Approved $12,000 USDC development budget for token migration tool with 60% presale success threshold and tiered fee structure (2% for <$1M FDMC, 1.5% for <$5M, 1% for <$20M) distributed to Champions NFT stakers
 - **2024-06-08** — Token Migrator proposal completed and ended

+- **2024-08-30** — Proposed $25,000 budget for Pre-Governance Mandates tool development and entry into Solana Radar Hackathon (September 1 - October 8, 2024). Tool combines multi-criteria decision-making engine with customizable surveys and Web3 integration to facilitate pre-governance community engagement. Proposal passed 2024-09-02.
+- **2024-08-30** — Proposed $25,000 budget for Pre-Governance Mandates tool development and entry into Solana Radar Hackathon (September 1 - October 8, 2024). Proposal passed on 2024-09-02.
 ## Relationship to KB
 FutureDAO extends [[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]] by applying conditional market logic to community takeovers of existing projects rather than just initial launches. The token migrator uses [[SPL-404-enables-fungible-NFT-swap-revenue-for-DAOs-by-bridging-governance-tokens-and-NFT-liquidity-on-Solana]] to distribute migration fees to staked NFT holders.
--- a/entities/internet-finance/metadao.md
+++ b/entities/internet-finance/metadao.md
@ -64,6 +64,7 @@ The futarchy governance protocol on Solana. Implements decision markets through
 - **2023-12-13** — Completed Autocrat v0.1 migration, moving 990,000 META, 10,025 USDC, and 5.5 SOL to new program despite unverifiable build
 - **2024-01-24** — Proposed AMM program to replace CLOB markets, addressing liquidity fragmentation and state rent costs (Proposal CF9QUBS251FnNGZHLJ4WbB2CVRi5BtqJbCqMi47NX1PG)
 - **2024-01-29** — AMM proposal passed with 400 META on approval and 800 META on completion budget
+- **2024-08-31** — Passed proposal to enter services agreement with Organization Technology LLC, creating US entity vehicle for paying contributors with $1.378M annualized burn rate. Entity owns no IP (all owned by MetaDAO LLC) and cannot encumber MetaDAO LLC. Agreement cancellable with 30-day notice or immediately for material breach.
 ## Key Decisions
 | Date | Proposal | Proposer | Category | Outcome |
 |------|----------|----------|----------|---------|
--- a/inbox/archive/.extraction-debug/2024-10-30-futardio-proposal-swap-150000-into-isc.json
+++ b/inbox/archive/.extraction-debug/2024-10-30-futardio-proposal-swap-150000-into-isc.json
@ -0,0 +1,34 @@
+{
+  "rejected_claims": [
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+      "issues": [
+        "missing_attribution_extractor"
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+    {
+      "filename": "metadao-treasury-diversification-proposal-failed-due-to-isc-risk-profile.md",
+      "issues": [
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+      ]
+    }
+  ],
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+      "isc-stablecoin-uses-multi-asset-basket-collateralization-to-resist-dollar-inflation.md:set_created:2026-03-15",
+      "metadao-treasury-diversification-proposal-failed-due-to-isc-risk-profile.md:set_created:2026-03-15",
+      "metadao-treasury-diversification-proposal-failed-due-to-isc-risk-profile.md:stripped_wiki_link:futarchy-governed DAOs converge on traditional corporate gov",
+      "metadao-treasury-diversification-proposal-failed-due-to-isc-risk-profile.md:stripped_wiki_link:MetaDAOs futarchy implementation shows limited trading volum"
+    ],
+    "rejections": [
+      "isc-stablecoin-uses-multi-asset-basket-collateralization-to-resist-dollar-inflation.md:missing_attribution_extractor",
+      "metadao-treasury-diversification-proposal-failed-due-to-isc-risk-profile.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-15"
+}
--- a/inbox/archive/.extraction-debug/2024-11-01-aspe-medicare-anti-obesity-medication-coverage.json
+++ b/inbox/archive/.extraction-debug/2024-11-01-aspe-medicare-anti-obesity-medication-coverage.json
@ -10,10 +10,11 @@
  "validation_stats": {
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+    "fixed": 2,
    "rejected": 1,
    "fixes_applied": [
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--- a/inbox/archive/.extraction-debug/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium.json
+++ b/inbox/archive/.extraction-debug/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium.json
@ -0,0 +1,25 @@
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+      "raydium-liquidity-farming-follows-standard-pattern-of-1-percent-token-allocation-7-to-90-day-duration-and-clmm-pool-architecture.md:stripped_wiki_link:futarchy-governed-DAOs-converge-on-traditional-corporate-gov"
+    ],
+    "rejections": [
+      "raydium-liquidity-farming-follows-standard-pattern-of-1-percent-token-allocation-7-to-90-day-duration-and-clmm-pool-architecture.md:missing_attribution_extractor"
+    ]
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+  "date": "2026-03-15"
+}
--- a/inbox/archive/.extraction-debug/2025-00-00-frontiers-futarchy-desci-empirical-simulation.json
+++ b/inbox/archive/.extraction-debug/2025-00-00-frontiers-futarchy-desci-empirical-simulation.json
@ -0,0 +1,44 @@
+{
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+      "issues": [
+        "missing_attribution_extractor"
+      ]
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+    {
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+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    },
+    {
+      "filename": "governance-cadence-below-one-proposal-per-month-is-incompatible-with-continuous-futarchy-because-infrequent-decisions-reduce-market-learning-and-liquidity-accumulation.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
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+      "futarchy-information-advantage-scales-with-information-asymmetry-converging-to-voting-in-aligned-expert-communities.md:stripped_wiki_link:MetaDAOs-futarchy-implementation-shows-limited-trading-volum",
+      "kpi-conditional-futarchy-is-more-appropriate-than-asset-price-futarchy-for-thinly-traded-organizations-coupled-to-external-market-sentiment.md:set_created:2026-03-15",
+      "kpi-conditional-futarchy-is-more-appropriate-than-asset-price-futarchy-for-thinly-traded-organizations-coupled-to-external-market-sentiment.md:stripped_wiki_link:coin-price-is-the-fairest-objective-function-for-asset-futar",
+      "governance-cadence-below-one-proposal-per-month-is-incompatible-with-continuous-futarchy-because-infrequent-decisions-reduce-market-learning-and-liquidity-accumulation.md:set_created:2026-03-15",
+      "governance-cadence-below-one-proposal-per-month-is-incompatible-with-continuous-futarchy-because-infrequent-decisions-reduce-market-learning-and-liquidity-accumulation.md:stripped_wiki_link:MetaDAOs-futarchy-implementation-shows-limited-trading-volum"
+    ],
+    "rejections": [
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+      "kpi-conditional-futarchy-is-more-appropriate-than-asset-price-futarchy-for-thinly-traded-organizations-coupled-to-external-market-sentiment.md:missing_attribution_extractor",
+      "governance-cadence-below-one-proposal-per-month-is-incompatible-with-continuous-futarchy-because-infrequent-decisions-reduce-market-learning-and-liquidity-accumulation.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-15"
+}
--- a/inbox/archive/.extraction-debug/2025-02-00-agreement-complexity-alignment-barriers.json
+++ b/inbox/archive/.extraction-debug/2025-02-00-agreement-complexity-alignment-barriers.json
@ -0,0 +1,46 @@
+{
+  "rejected_claims": [
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+    {
+      "filename": "reward-hacking-is-globally-inevitable-in-finite-sample-regimes.md",
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+      ]
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+      "issues": [
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+    "rejections": [
+      "alignment-impossibility-converges-across-three-mathematical-traditions.md:missing_attribution_extractor",
+      "reward-hacking-is-globally-inevitable-in-finite-sample-regimes.md:missing_attribution_extractor",
+      "consensus-driven-objective-reduction-is-the-practical-pathway-out-of-alignment-impossibility.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-15"
+}
--- a/inbox/archive/.extraction-debug/2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers.json
+++ b/inbox/archive/.extraction-debug/2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers.json
@ -0,0 +1,24 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "marinade-sam-bid-routing-to-mnde-stakers-creates-performance-fee-alignment-between-validator-selection-and-governance-token-holders.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 1,
+    "kept": 0,
+    "fixed": 1,
+    "rejected": 1,
+    "fixes_applied": [
+      "marinade-sam-bid-routing-to-mnde-stakers-creates-performance-fee-alignment-between-validator-selection-and-governance-token-holders.md:set_created:2026-03-15"
+    ],
+    "rejections": [
+      "marinade-sam-bid-routing-to-mnde-stakers-creates-performance-fee-alignment-between-validator-selection-and-governance-token-holders.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-15"
+}
--- a/inbox/archive/.extraction-debug/2025-02-13-futardio-proposal-fund-the-drift-working-group.json
+++ b/inbox/archive/.extraction-debug/2025-02-13-futardio-proposal-fund-the-drift-working-group.json
@ -0,0 +1,35 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "working-group-model-creates-self-sustaining-community-engagement-through-independent-operation-with-initial-core-team-collaboration.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    },
+    {
+      "filename": "futarchy-governed-community-working-groups-use-trial-periods-with-performance-metrics-to-validate-experimental-initiatives.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 2,
+    "kept": 0,
+    "fixed": 5,
+    "rejected": 2,
+    "fixes_applied": [
+      "working-group-model-creates-self-sustaining-community-engagement-through-independent-operation-with-initial-core-team-collaboration.md:set_created:2026-03-15",
+      "working-group-model-creates-self-sustaining-community-engagement-through-independent-operation-with-initial-core-team-collaboration.md:stripped_wiki_link:dao-event-perks-as-governance-incentives-create-plutocratic-",
+      "futarchy-governed-community-working-groups-use-trial-periods-with-performance-metrics-to-validate-experimental-initiatives.md:set_created:2026-03-15",
+      "futarchy-governed-community-working-groups-use-trial-periods-with-performance-metrics-to-validate-experimental-initiatives.md:stripped_wiki_link:futarchy-proposals-with-favorable-economics-can-fail-due-to-",
+      "futarchy-governed-community-working-groups-use-trial-periods-with-performance-metrics-to-validate-experimental-initiatives.md:stripped_wiki_link:metadao-autocrat-v01-reduces-proposal-duration-to-three-days"
+    ],
+    "rejections": [
+      "working-group-model-creates-self-sustaining-community-engagement-through-independent-operation-with-initial-core-team-collaboration.md:missing_attribution_extractor",
+      "futarchy-governed-community-working-groups-use-trial-periods-with-performance-metrics-to-validate-experimental-initiatives.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-15"
+}
--- a/inbox/archive/.extraction-debug/2025-06-01-cell-med-glp1-societal-implications-obesity.json
+++ b/inbox/archive/.extraction-debug/2025-06-01-cell-med-glp1-societal-implications-obesity.json
@ -0,0 +1,32 @@
+{
+  "rejected_claims": [
+    {
+      "filename": "glp-1-adoption-produced-first-measurable-population-level-obesity-decline-demonstrating-pharmaceutical-intervention-can-shift-population-health-outcomes.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    },
+    {
+      "filename": "glp-1-access-inequality-risks-creating-two-tier-metabolic-health-system-where-pharmacological-prevention-stratifies-by-wealth-while-root-causes-remain-unaddressed.md",
+      "issues": [
+        "missing_attribution_extractor"
+      ]
+    }
+  ],
+  "validation_stats": {
+    "total": 2,
+    "kept": 0,
+    "fixed": 2,
+    "rejected": 2,
+    "fixes_applied": [
+      "glp-1-adoption-produced-first-measurable-population-level-obesity-decline-demonstrating-pharmaceutical-intervention-can-shift-population-health-outcomes.md:set_created:2026-03-15",
+      "glp-1-access-inequality-risks-creating-two-tier-metabolic-health-system-where-pharmacological-prevention-stratifies-by-wealth-while-root-causes-remain-unaddressed.md:set_created:2026-03-15"
+    ],
+    "rejections": [
+      "glp-1-adoption-produced-first-measurable-population-level-obesity-decline-demonstrating-pharmaceutical-intervention-can-shift-population-health-outcomes.md:missing_attribution_extractor",
+      "glp-1-access-inequality-risks-creating-two-tier-metabolic-health-system-where-pharmacological-prevention-stratifies-by-wealth-while-root-causes-remain-unaddressed.md:missing_attribution_extractor"
+    ]
+  },
+  "model": "anthropic/claude-sonnet-4.5",
+  "date": "2026-03-15"
+}
--- a/inbox/archive/2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc.md
+++ b/inbox/archive/2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc.md
@ -6,9 +6,12 @@ url: "https://www.futard.io/proposal/53EDms4zPkp4khbwBT3eXWhMALiMwssg7f5zckq22tH
 date: 2024-08-31
 domain: internet-finance
 format: data
-status: unprocessed
+status: enrichment
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
+processed_by: rio
+processed_date: 2026-03-15
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---

 ## Proposal Details
@ -78,3 +81,13 @@ If any significant material expense is to be assessed or significant changes to
 - Autocrat version: 0.3
 - Completed: 2024-09-03
 - Ended: 2024-09-03
+
+
+## Key Facts
+- MetaDAO Proposal 6 passed on 2024-09-03
+- Organization Technology LLC expected annualized burn is $1.378M
+- Services agreement can be canceled with 30-day notice or immediately for material breach
+- First disbursement from MetaDAO LLC to Organization Technology LLC occurred September 1, 2024 or when passed, whichever later
+- Proposal created 2024-08-31 by Nallok and Proph3t
+- Proposal account: 53EDms4zPkp4khbwBT3eXWhMALiMwssg7f5zckq22tH5
+- MetaDAO completed strategic partnership via Proposal 19 four weeks prior
--- a/inbox/archive/2024-10-30-futardio-proposal-swap-150000-into-isc.md
+++ b/inbox/archive/2024-10-30-futardio-proposal-swap-150000-into-isc.md
@ -6,9 +6,13 @@ url: "https://www.futard.io/proposal/Gp3ANMRTdGLPNeMGFUrzVFaodouwJSEXHbg5rFUi9ro
 date: 2024-10-30
 domain: internet-finance
 format: data
-status: unprocessed
+status: enrichment
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
+processed_by: rio
+processed_date: 2026-03-15
+enrichments_applied: ["MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions.md", "futarchy-governed DAOs converge on traditional corporate governance scaffolding for treasury operations because market mechanisms alone cannot provide operational security and legal compliance.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---

 ## Proposal Details
@ -92,3 +96,12 @@ Potential pitfalls:
 - Autocrat version: 0.3
 - Completed: 2024-11-03
 - Ended: 2024-11-03
+
+
+## Key Facts
+- MetaDAO treasury held approximately $2.2M USDC as of 2024-10-30
+- ISC launched at $1.545 on 2023-03-17 and traded at $1.81 on 2024-10-30
+- USD lost 17.8% of value since 2020 according to proposal
+- Proposal parameters: 150,000 USDC DCA over 10 orders, 1 hour intervals, price range $1.70-$1.90
+- Proposal account: Gp3ANMRTdGLPNeMGFUrzVFaodouwJSEXHbg5rFUi9roJ
+- Proposal status: Failed, completed 2024-11-03
--- a/inbox/archive/2024-11-01-aspe-medicare-anti-obesity-medication-coverage.md
+++ b/inbox/archive/2024-11-01-aspe-medicare-anti-obesity-medication-coverage.md
@ -12,7 +12,7 @@ priority: medium
 tags: [glp-1, medicare, obesity, budget-impact, CBO, federal-spending]
 processed_by: vida
 processed_date: 2026-03-15
-enrichments_applied: ["federal-budget-scoring-methodology-systematically-undervalues-preventive-interventions-because-10-year-window-excludes-long-term-savings.md", "GLP-1 receptor agonists are the largest therapeutic category launch in pharmaceutical history but their chronic use model makes the net cost impact inflationary through 2035.md", "semaglutide-reduces-kidney-disease-progression-24-percent-and-delays-dialysis-creating-largest-per-patient-cost-savings.md", "glp-1-multi-organ-protection-creates-compounding-value-across-kidney-cardiovascular-and-metabolic-endpoints.md"]
+enrichments_applied: ["federal-budget-scoring-methodology-systematically-undervalues-preventive-interventions-because-10-year-window-excludes-long-term-savings.md", "glp-1-multi-organ-protection-creates-compounding-value-across-kidney-cardiovascular-and-metabolic-endpoints.md", "semaglutide-reduces-kidney-disease-progression-24-percent-and-delays-dialysis-creating-largest-per-patient-cost-savings.md"]
 extraction_model: "anthropic/claude-sonnet-4.5"
 ---

@ -52,9 +52,10 @@ flagged_for_leo: ["Budget scoring methodology systematically disadvantages preve


 ## Key Facts
- CBO estimates Medicare coverage of anti-obesity medications would increase federal spending by $35 billion over 2026-2034
- ASPE estimates net savings of $715 million over 10 years (range: $412M to $1.04B) from the same policy
- Broad semaglutide access would avoid 38,950 cardiovascular events and 6,180 deaths over 10 years according to ASPE
- Annual Part D cost increase from Medicare GLP-1 coverage estimated at $3.1-6.1 billion
- Approximately 10% of Medicare beneficiaries would be eligible under comorbidity-based criteria (CVD history, heart failure, CKD, prediabetes)
- ASPE is the research arm of HHS; CBO is Congress's nonpartisan scorekeeper
+- CBO estimates Medicare GLP-1 coverage would cost $35 billion over 2026-2034
+- ASPE calculates net savings of $715 million over 10 years (range: $412M to $1.04B)
+- Annual Part D cost increase projected at $3.1-6.1 billion
+- Broad semaglutide access would avoid 38,950 CV events over 10 years
+- Broad semaglutide access would avoid 6,180 deaths over 10 years
+- Approximately 10% of Medicare beneficiaries would be eligible under proposed criteria
+- Eligibility requires comorbidities: CVD history, heart failure, CKD, or prediabetes
--- a/inbox/archive/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium.md
+++ b/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
 date: 2024-11-08
 domain: internet-finance
 format: data
-status: unprocessed
+status: enrichment
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
@ -14,6 +14,9 @@ processed_date: 2024-11-08
 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", "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", "futarchy-adoption-faces-friction-from-token-price-psychology-proposal-complexity-and-liquidity-requirements.md"]
 extraction_model: "anthropic/claude-sonnet-4.5"
 extraction_notes: "Extracted one new claim about Raydium's standard liquidity farming pattern (1% allocation, 7-90 day duration, CLMM architecture). Identified three enrichments: confirms futarchy DAOs use traditional DeFi infrastructure for operations, extends MetaDAO's role to post-launch governance, and confirms proposal complexity as adoption friction. Source demonstrates futarchy governing routine treasury operations, not just existential decisions."
+processed_by: rio
+processed_date: 2026-03-15
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---

 ## Proposal Details
@ -105,3 +108,12 @@ Establishing a Raydium farm for \$FUTURE with 1% of the total supply as rewards
 - Raydium offers fee tiers of 0.01%, 0.05%, 0.25%, and 1%
 - FutureDAO is proposal #5 on DAO account ofvb3CPvEyRfD5az8PAqW6ATpPqVBeiB5zBnpPR5cgm
 - Proposal used Autocrat version 0.3
+
+
+## Key Facts
+- FutureDAO proposal HiNWH2uKxjrmqZjn9mr8vWu5ytp2Nsz6qLsHWa5XQ1Vm passed on 2024-11-11
+- Raydium CLMM pool creation costs approximately 0.1 SOL
+- Raydium offers fee tiers of 0.01%, 0.05%, 0.25%, and 1%
+- FutureDAO Raydium proposal was #5 on DAO account ofvb3CPvEyRfD5az8PAqW6ATpPqVBeiB5zBnpPR5cgm
+- Proposal used Autocrat version 0.3
+- Raydium farming periods range from 7 to 90 days per platform guidelines
--- a/inbox/archive/2025-00-00-frontiers-futarchy-desci-empirical-simulation.md
+++ b/inbox/archive/2025-00-00-frontiers-futarchy-desci-empirical-simulation.md
@ -7,10 +7,14 @@ date: 2025-00-00
 domain: internet-finance
 secondary_domains: [collective-intelligence, ai-alignment]
 format: paper
-status: unprocessed
+status: null-result
 priority: high
 tags: [futarchy, DeSci, DAOs, empirical-evidence, VitaDAO, simulation, governance-cadence]
 flagged_for_theseus: ["DeSci governance patterns relevant to AI alignment coordination mechanisms"]
+processed_by: rio
+processed_date: 2026-03-15
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 3 claims, 3 rejected by validator"
 ---

 ## Content
@ -43,3 +47,10 @@ Academic paper examining futarchy adoption in DeSci (Decentralized Science) DAOs
 PRIMARY CONNECTION: [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]]
 WHY ARCHIVED: Peer-reviewed evidence that futarchy converges with voting in low-information-asymmetry environments — defines the boundary condition where markets DON'T beat votes
 EXTRACTION HINT: Focus on the boundary condition claim — when does futarchy add value vs when does it converge with voting? The information asymmetry dimension is the key variable
+
+
+## Key Facts
+- VitaDAO retrospective simulation covered proposals up to April 2025
+- 13 DeSci DAOs analyzed: AthenaDAO, BiohackerDAO, CerebrumDAO, CryoDAO, GenomesDAO, HairDAO, HippocratDAO, MoonDAO, PsyDAO, VitaDAO, and others
+- Most DeSci DAOs operate below 1 proposal/month governance frequency
+- Paper published in Frontiers in Blockchain, peer-reviewed academic journal
--- a/inbox/archive/2025-01-13-futardio-proposal-should-jto-vault-be-added-to-tiprouter-ncn.md
+++ b/inbox/archive/2025-01-13-futardio-proposal-should-jto-vault-be-added-to-tiprouter-ncn.md
@ -6,9 +6,12 @@ url: "https://www.futard.io/proposal/CJW4iZPT14sVNzoc4Yibx1LbnY12sA75gZCP9HZk11U
 date: 2025-01-13
 domain: internet-finance
 format: data
-status: unprocessed
+status: enrichment
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
+processed_by: rio
+processed_date: 2026-03-15
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---

 ## Proposal Details
@ -53,3 +56,13 @@ If approved, this proposal would sanction the addition of a JTO Vault to the Tip
 - Autocrat version: 0.3
 - Completed: 2025-01-18
 - Ended: 2025-01-18
+
+
+## Key Facts
+- Jito DAO proposal CJW4iZPT14sVNzoc4Yibx1LbnY12sA75gZCP9HZk11UA was proposal number 1 for the DAO
+- The proposal used Autocrat version 0.3
+- DAO account: B3PDBD7NCsJyxSdSDFEK38oNKZMBrgkg46TuqqkgAwPp
+- Proposer account: proPaC9tVZEsmgDtNhx15e7nSpoojtPD3H9h4GqSqB2
+- Proposal created 2025-01-13, completed and ended 2025-01-18
+- Discussion occurred on Discord at discord.gg/QtGpxC52Kw
+- JIP-10 forum discussion: https://forum.jito.network/t/jip-10-decision-market-on-whether-to-adopt-jto-in-the-tiprouter-ncn-protocol-development/463
--- a/inbox/archive/2025-02-00-agreement-complexity-alignment-barriers.md
+++ b/inbox/archive/2025-02-00-agreement-complexity-alignment-barriers.md
@ -7,9 +7,13 @@ date: 2025-02-01
 domain: ai-alignment
 secondary_domains: [collective-intelligence]
 format: paper
-status: unprocessed
+status: null-result
 priority: high
 tags: [impossibility-result, agreement-complexity, reward-hacking, multi-objective, safety-critical-slices]
+processed_by: theseus
+processed_date: 2026-03-15
+extraction_model: "anthropic/claude-sonnet-4.5"
+extraction_notes: "LLM returned 3 claims, 3 rejected by validator"
 ---

 ## Content
@ -48,3 +52,9 @@ Formalizes AI alignment as a multi-objective optimization problem where N agents
 PRIMARY CONNECTION: [[universal alignment is mathematically impossible because Arrows impossibility theorem applies to aggregating diverse human preferences into a single coherent objective]]
 WHY ARCHIVED: Third independent impossibility result from multi-objective optimization — convergent evidence from three mathematical traditions strengthens our core impossibility claim
 EXTRACTION HINT: The convergence of three impossibility traditions AND the "consensus-driven reduction" pathway are both extractable
+
+
+## Key Facts
+- Paper presented as oral presentation at AAAI 2026 Special Track on AI Alignment
+- Formalizes AI alignment as multi-objective optimization problem with N agents and M objectives
+- Paper identifies 'No-Free-Lunch principle' for alignment: irreducible computational costs regardless of method sophistication
--- a/inbox/archive/2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers.md
+++ b/inbox/archive/2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers.md
@ -6,9 +6,12 @@ url: "https://www.futard.io/proposal/DnDiyjAcmS3BNmNEJa2ydEbd6DgnddpkyVXJfngdRTz
 date: 2025-02-04
 domain: internet-finance
 format: data
-status: unprocessed
+status: enrichment
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
+processed_by: rio
+processed_date: 2026-03-15
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---

 ## Proposal Details
@ -53,3 +56,12 @@ If approved, this proposal would sanction the development and implementation of
 - Autocrat version: 0.3
 - Completed: 2025-02-07
 - Ended: 2025-02-07
+
+
+## Key Facts
+- Marinade MIP.5 proposal account: DnDiyjAcmS3BNmNEJa2ydEbd6DgnddpkyVXJfngdRTzF
+- Marinade DAO account: 9RNQx6cnheD4tzvRCW5Mo1sTo72Vm6PbPj6SFC5aK4fy
+- Proposal used Autocrat version 0.3
+- Proposal completed and ended on 2025-02-07
+- Proposal discussion hosted on Discord: https://discord.gg/Bkc2EMEF6n
+- Forum discussion at: https://forum.marinade.finance/t/mip-5-sam-bid-routing-to-mnde-stakers/1700
--- a/inbox/archive/2025-02-13-futardio-proposal-fund-the-drift-working-group.md
+++ b/inbox/archive/2025-02-13-futardio-proposal-fund-the-drift-working-group.md
@ -6,9 +6,12 @@ url: "https://www.futard.io/proposal/6TkkCy26HCqxWGt1QgfhFHc6ASikRjk74Gkk4Wfyd7w
 date: 2025-02-13
 domain: internet-finance
 format: data
-status: unprocessed
+status: enrichment
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
+processed_by: rio
+processed_date: 2026-03-15
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---

 ## Proposal Details
@ -94,3 +97,13 @@ The DWG will be led by Socrates, bringing 3+ years of crypto marketing expertise
 - Autocrat version: 0.3
 - Completed: 2025-02-16
 - Ended: 2025-02-16
+
+
+## Key Facts
+- Drift Working Group proposal account: 6TkkCy26HCqxWGt1QgfhFHc6ASikRjk74Gkk4Wfyd7wR
+- Drift Working Group proposal number: 2 on futard.io
+- Drift Working Group budget: 50,000 DRIFT total (15,400 per month for 3 months, 3,800 for initiatives)
+- Drift Working Group team structure: 1 lead (5,000 DRIFT/month) + 4 members (2,600 DRIFT/month each)
+- Drift Working Group lead: Socrates, 3+ years crypto marketing experience
+- Drift Working Group fund management: 2/3 multisig (lead + two Drift team members)
+- Drift Working Group proposal completed: 2025-02-16
--- a/inbox/archive/2025-03-05-futardio-proposal-proposal-1.md
+++ b/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: unprocessed
+status: enrichment
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
 processed_by: rio
@ -14,6 +14,10 @@ processed_date: 2025-03-11
 enrichments_applied: ["MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window.md"]
 extraction_model: "anthropic/claude-sonnet-4.5"
 extraction_notes: "This is raw proposal data from futard.io showing a passed proposal. No project name or proposal details provided beyond metadata. The data confirms operational use of Autocrat v0.3 but contains no arguable claims or novel insights—only verifiable transaction facts. Enriches existing claim about MetaDAO's Autocrat implementation with concrete production evidence."
+processed_by: rio
+processed_date: 2026-03-15
+enrichments_applied: ["MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---

 ## Proposal Details
@ -41,3 +45,10 @@ extraction_notes: "This is raw proposal data from futard.io showing a passed pro
 - Autocrat version: 0.3
 - Status: Passed
 - Created, ended, and completed: 2025-03-05
+
+
+## Key Facts
+- Proposal #1 on futard.io (account EksJ2GhxbmhVAdDKP4kThHiuzKwjhq5HSb1kgFj6x2Qu) passed on 2025-03-05
+- DAO account De8YzDKudqgeJXqq6i7q82AgxxrQ1JXXfMgouQuPyhY is using Autocrat version 0.3
+- Proposer account: 89VB5UmvopuCFmp5Mf8YPX28fGvvqn79afCgouQuPyhY
+- Proposal lifecycle (created, ended, completed) all occurred on same day: 2025-03-05
--- a/inbox/archive/2025-03-05-futardio-proposal-proposal-3.md
+++ b/inbox/archive/2025-03-05-futardio-proposal-proposal-3.md
@ -6,9 +6,12 @@ url: "https://www.futard.io/proposal/HCHkdhiPh2q9LTyvUpfyfuybPHW7qg1T2vGtiJzGPrs
 date: 2025-03-05
 domain: internet-finance
 format: data
-status: unprocessed
+status: enrichment
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
+processed_by: rio
+processed_date: 2026-03-15
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---

 ## Proposal Details
@ -27,3 +30,11 @@ event_type: proposal
 - Autocrat version: 0.3
 - Completed: 2025-03-08
 - Ended: 2025-03-08
+
+
+## Key Facts
+- Futard.io Proposal #3 (HCHkdhiPh2q9LTyvUpfyfuybPHW7qg1T2vGtiJzGPrsG) was created on 2025-03-05
+- Proposal #3 used Autocrat version 0.3
+- Proposal #3 completed and passed on 2025-03-08
+- Proposal #3 ran on DAO account 5n61x4BeVvvRMcYBMaorhu1MaZDViYw6HghE8gwLCvPR
+- Proposal #3 was submitted by proposer 89VB5UmvopuCFmp5Mf8YPX28fGvvqn79afCgouQuPyhY
--- a/inbox/archive/2025-04-22-futardio-proposal-testing-v03-transfer.md
+++ b/inbox/archive/2025-04-22-futardio-proposal-testing-v03-transfer.md
@ -6,9 +6,12 @@ url: "https://www.futard.io/proposal/2dvNKyxKzVuUMcd89wzfuYjX2RKbJps2Srqu4mJ7LEg
 date: 2025-04-22
 domain: internet-finance
 format: data
-status: unprocessed
+status: enrichment
 tags: [futardio, metadao, futarchy, solana, governance]
 event_type: proposal
+processed_by: rio
+processed_date: 2026-03-15
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---

 ## Proposal Details
@ -48,3 +51,14 @@ This would be the test example for transferring the MetaDAO treasury of USDC to
 - Autocrat version: 0.3
 - Completed: 2025-04-22
 - Ended: 2025-04-22
+
+
+## Key Facts
+- Test DAO proposal 'Testing v0.3 Transfer' passed on 2025-04-22
+- Proposal aimed to transfer MetaDAO treasury USDC to v0.4 DAO
+- Proposal account: 2dvNKyxKzVuUMcd89wzfuYjX2RKbJps2Srqu4mJ7LEgC
+- Proposal number: 1
+- DAO account: GCSGFCRfCRQDbqtPLa6bV7DCJz26NkejR182or8PNqRw
+- Proposer: 8Cwx4yR2sFAC5Pdx2NgGHxCk1gJrtSTxJoyqVonqndhq
+- Autocrat version: 0.3
+- Proposal completed and ended: 2025-04-22
--- a/inbox/archive/2025-06-01-cell-med-glp1-societal-implications-obesity.md
+++ b/inbox/archive/2025-06-01-cell-med-glp1-societal-implications-obesity.md
@ -7,9 +7,13 @@ date: 2025-06-01
 domain: health
 secondary_domains: [entertainment, internet-finance]
 format: paper
-status: unprocessed
+status: enrichment
 priority: medium
 tags: [glp-1, obesity, societal-impact, equity, food-systems, population-health, sustainability]
+processed_by: vida
+processed_date: 2026-03-15
+enrichments_applied: ["GLP-1 receptor agonists are the largest therapeutic category launch in pharmaceutical history but their chronic use model makes the net cost impact inflationary through 2035.md", "Big Food companies engineer addictive products by hacking evolutionary reward pathways creating a noncommunicable disease epidemic more deadly than the famines specialization eliminated.md", "the epidemiological transition marks the shift from material scarcity to social disadvantage as the primary driver of health outcomes in developed nations.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---

 ## Content
@ -52,3 +56,11 @@ EXTRACTION HINT: Focus on both the population-level effect AND the equity concer

 flagged_for_clay: ["GLP-1 adoption is reshaping cultural narratives around obesity, body image, and pharmaceutical solutions to behavioral problems — connects to health narrative infrastructure"]
 flagged_for_rio: ["GLP-1 equity gap creates investment opportunity in access-focused models that serve underserved populations — potential Living Capital thesis"]
+
+
+## Key Facts
+- October 2025 Gallup poll: 12.4% of US adults taking GLP-1 for weight loss (30M+ people)
+- US obesity prevalence: 39.9% (2022) → 37.0% (2025), representing 7.6M fewer obese Americans
+- WHO issued conditional recommendations for GLP-1s in December 2025
+- Obesity costs US $400B+ annually
+- WHO three-pillar approach: healthier environments (population policy), protect high-risk individuals, person-centered care
Author	SHA1	Message	Date
Teleo Agents	849a626ec9	extract: 2024-11-01-aspe-medicare-anti-obesity-medication-coverage Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>	2026-03-15 19:19:40 +00:00
Teleo Agents	afc7de403f	entity-batch: update 1 entities - Applied 1 entity operations from queue - Files: entities/internet-finance/futuredao.md Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>	2026-03-15 19:19:19 +00:00
Teleo Agents	458aa7494e	entity-batch: update 1 entities - Applied 1 entity operations from queue - Files: entities/internet-finance/futardio.md Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>	2026-03-15 19:18:18 +00:00
Leo	54869f7e31	Merge pull request 'extract: 2025-06-01-cell-med-glp1-societal-implications-obesity' (#993 ) from extract/2025-06-01-cell-med-glp1-societal-implications-obesity into main Some checks are pending Sync Graph Data to teleo-app / sync (push) Waiting to run Details	2026-03-15 19:08:16 +00:00
Teleo Agents	994f00fe77	extract: 2025-06-01-cell-med-glp1-societal-implications-obesity Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>	2026-03-15 19:07:00 +00:00
Leo	8a471a1fae	Merge pull request 'extract: 2025-04-22-futardio-proposal-testing-v03-transfer' (#989 ) from extract/2025-04-22-futardio-proposal-testing-v03-transfer into main	2026-03-15 19:05:36 +00:00
Teleo Agents	cea1db6bc4	extract: 2025-04-22-futardio-proposal-testing-v03-transfer Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>	2026-03-15 19:04:28 +00:00
Leo	feaa2acfa8	Merge pull request 'extract: 2025-03-05-futardio-proposal-proposal-3' (#986 ) from extract/2025-03-05-futardio-proposal-proposal-3 into main	2026-03-15 19:03:59 +00:00
Leo	5ec31622a9	Merge pull request 'extract: 2025-03-05-futardio-proposal-proposal-1' (#985 ) from extract/2025-03-05-futardio-proposal-proposal-1 into main Some checks are pending Sync Graph Data to teleo-app / sync (push) Waiting to run Details	2026-03-15 19:03:25 +00:00
Teleo Agents	3c3e743d36	extract: 2025-03-05-futardio-proposal-proposal-1 Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>	2026-03-15 19:03:24 +00:00
Teleo Agents	8beedfd204	extract: 2025-03-05-futardio-proposal-proposal-3 Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>	2026-03-15 19:02:38 +00:00
Leo	d378ee8721	Merge pull request 'extract: 2025-02-13-futardio-proposal-fund-the-drift-working-group' (#983 ) from extract/2025-02-13-futardio-proposal-fund-the-drift-working-group into main	2026-03-15 19:02:19 +00:00
Teleo Agents	e82a6f0896	extract: 2025-02-13-futardio-proposal-fund-the-drift-working-group Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>	2026-03-15 19:02:18 +00:00
Leo	b7975678e3	Merge pull request 'extract: 2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers' (#981 ) from extract/2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers into main	2026-03-15 19:00:42 +00:00
Teleo Agents	658fae9a25	extract: 2025-02-04-futardio-proposal-should-a-percentage-of-sam-bids-route-to-mnde-stakers Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>	2026-03-15 19:00:41 +00:00
Leo	200b4f39d4	Merge pull request 'extract: 2025-02-00-agreement-complexity-alignment-barriers' (#980 ) from extract/2025-02-00-agreement-complexity-alignment-barriers into main	2026-03-15 19:00:08 +00:00
Teleo Agents	5fcb46aca2	extract: 2025-02-00-agreement-complexity-alignment-barriers Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>	2026-03-15 19:00:07 +00:00
Leo	b8614ca9eb	Merge pull request 'extract: 2025-01-13-futardio-proposal-should-jto-vault-be-added-to-tiprouter-ncn' (#978 ) from extract/2025-01-13-futardio-proposal-should-jto-vault-be-added-to-tiprouter-ncn into main	2026-03-15 18:59:34 +00:00
Teleo Agents	f2c3d656f3	extract: 2025-01-13-futardio-proposal-should-jto-vault-be-added-to-tiprouter-ncn Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>	2026-03-15 18:58:04 +00:00
Leo	ae440ed989	Merge pull request 'extract: 2025-00-00-frontiers-futarchy-desci-empirical-simulation' (#974 ) from extract/2025-00-00-frontiers-futarchy-desci-empirical-simulation into main	2026-03-15 18:57:27 +00:00
Teleo Agents	0d3a4acd50	extract: 2025-00-00-frontiers-futarchy-desci-empirical-simulation Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>	2026-03-15 18:56:05 +00:00
Leo	bfb2e03271	Merge pull request 'extract: 2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium' (#968 ) from extract/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium into main	2026-03-15 18:53:17 +00:00
Leo	2edcff6532	Merge pull request 'extract: 2024-10-30-futardio-proposal-swap-150000-into-isc' (#966 ) from extract/2024-10-30-futardio-proposal-swap-150000-into-isc into main Some checks are pending Sync Graph Data to teleo-app / sync (push) Waiting to run Details	2026-03-15 18:52:44 +00:00
Teleo Agents	1f6e098667	extract: 2024-10-30-futardio-proposal-swap-150000-into-isc Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>	2026-03-15 18:52:42 +00:00
Teleo Agents	fedfc2cd45	entity-batch: update 1 entities - Applied 1 entity operations from queue - Files: entities/internet-finance/metadao.md Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>	2026-03-15 18:52:42 +00:00
Teleo Agents	a36b32df16	extract: 2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>	2026-03-15 18:52:21 +00:00
Leo	6e418ab0c2	Merge pull request 'extract: 2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc' (#964 ) from extract/2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc into main	2026-03-15 18:51:39 +00:00
Teleo Agents	6327bc3ae8	extract: 2024-08-31-futardio-proposal-enter-services-agreement-with-organization-technology-llc Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>	2026-03-15 18:50:21 +00:00
Teleo Agents	026497d89f	entity-batch: update 1 entities - Applied 1 entity operations from queue - Files: entities/internet-finance/futuredao.md Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>	2026-03-15 18:50:16 +00:00