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Teleo Agents
a2dc3ed3fc extract: 2021-02-00-mckinsey-facility-to-home-265-billion-shift 2026-03-16 11:16:15 +00:00
fac8dfe39b Merge pull request 'leo: consolidate enrichments from PRs #971, #979, #1004, #1007' (#1021) from leo/consolidate-enrichments-mar16 into main
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2026-03-16 11:01:31 +00:00
63b403a888 leo: consolidate enrichments from PRs 971,979,1004,1007 2026-03-16 11:01:05 +00:00
0c5ac9ee7c leo: consolidate enrichments from PRs 971,979,1004,1007 2026-03-16 11:01:04 +00:00
e0e344e243 leo: consolidate enrichments from PRs 971,979,1004,1007 2026-03-16 11:01:03 +00:00
8b229c1165 leo: consolidate enrichments from PRs 971,979,1004,1007 2026-03-16 11:01:02 +00:00
2f2120936d leo: consolidate enrichments from PRs 971,979,1004,1007 2026-03-16 11:01:01 +00:00
fbfccc6773 leo: consolidate enrichments from PRs 971,979,1004,1007 2026-03-16 11:01:00 +00:00
1e345f2ed9 leo: consolidate enrichments from PRs 971,979,1004,1007 2026-03-16 11:00:59 +00:00
70eb5ba367 Merge pull request 'extract: 2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol' (#1013) from extract/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol into main
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2026-03-16 10:59:25 +00:00
4cb32277ec fix: restore wiki link brackets 2026-03-16 10:59:06 +00:00
Leo
6661df5c40 Merge pull request 'extract: 2024-08-30-futardio-proposal-approve-budget-for-pre-governance-hackathon-development' (#1019) from extract/2024-08-30-futardio-proposal-approve-budget-for-pre-governance-hackathon-development into main 2026-03-16 10:44:30 +00:00
Teleo Agents
ebb6193c0d extract: 2024-08-30-futardio-proposal-approve-budget-for-pre-governance-hackathon-development 2026-03-16 10:43:12 +00:00
Teleo Agents
734f59321b auto-fix: strip 1 broken wiki links
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-15 19:41:54 +00:00
Teleo Agents
e974a71032 extract: 2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-15 19:40:22 +00:00
16 changed files with 152 additions and 23 deletions

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@ -37,7 +37,7 @@ AARP 2025 data confirms: 92% of nursing homes report significant/severe shortage
### Additional Evidence (extend)
*Source: [[2021-02-00-mckinsey-facility-to-home-265-billion-shift]] | Added: 2026-03-16*
The $265B facility-to-home shift requires massive home health workforce expansion, but McKinsey identifies 'stitchable capabilities' (dialysis, post-acute care, long-term care, infusions) as dependent on workforce availability. The gap between projected home care demand (3-4x current) and caregiver supply crisis creates structural bottleneck.
The facility-to-home shift faces a workforce paradox: 94% of Medicare beneficiaries prefer home-based post-acute care and 16% of 65+ respondents are more likely to receive home health post-pandemic, but the caregiver shortage means demand is growing faster than workforce capacity. The technology stack (RPM + AI middleware) becomes essential not just for clinical monitoring but for workforce multiplication.
---

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@ -17,12 +17,6 @@ This inverts the current clinical paradigm. Instead of patients visiting doctors
The wearable medical device market is $48.3B (2025) growing to ~$100B by 2030 at 15.6% CAGR. The broader digital health market is projected at $180B by 2031.
### Additional Evidence (confirm)
*Source: [[2021-02-00-mckinsey-facility-to-home-265-billion-shift]] | Added: 2026-03-16*
McKinsey identifies RPM as core enabling technology for $265B care migration. The technology stack (wearables → AI middleware → clinical action) is explicitly positioned as the infrastructure layer that makes home-based care viable at scale. 16% of 65+ respondents more likely to receive home health post-pandemic, creating demand pull for continuous monitoring infrastructure.
---
Relevant Notes:

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@ -29,10 +29,10 @@ The services ready to shift include primary care, outpatient specialist consults
This facility-to-home migration is the physical infrastructure layer of [[the healthcare attractor state is a prevention-first system where aligned payment continuous monitoring and AI-augmented care delivery create a flywheel that profits from health rather than sickness]]. If value-based care provides the payment alignment and continuous monitoring provides the data layer, the home is where these capabilities converge into actual care delivery. The 3-4x scaling requirement ($65B → $265B) matches the magnitude of the VBC payment transition tracked in [[value-based care transitions stall at the payment boundary because 60 percent of payments touch value metrics but only 14 percent bear full risk]].
### Additional Evidence (confirm)
### Additional Evidence (extend)
*Source: [[2021-02-00-mckinsey-facility-to-home-265-billion-shift]] | Added: 2026-03-16*
McKinsey projects $265B facility-to-home shift represents 3-4x increase from current ~$65B baseline. Johns Hopkins hospital-at-home shows 19-30% savings vs in-hospital care. Home care for heart failure patients shows 52% lower costs. 94% of Medicare beneficiaries prefer home-based post-acute care.
Johns Hopkins hospital-at-home demonstrates 19-30% cost savings vs. in-hospital care. Home care for heart failure patients shows 52% lower costs per systematic review. The facility-to-home shift requires 3-4x increase in home care capacity from current $65B baseline to reach the $265B potential, indicating the infrastructure gap is as large as the opportunity itself.
---

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@ -28,10 +28,10 @@ This claim connects the technology layer ([[continuous health monitoring is conv
The atoms-to-bits conversion happens at the patient's home ([[healthcares defensible layer is where atoms become bits because physical-to-digital conversion generates the data that powers AI care while building patient trust that software alone cannot create]]), and the AI layer makes that data clinically useful ([[AI middleware bridges consumer wearable data to clinical utility because continuous data is too voluminous for direct clinician review]]).
### Additional Evidence (extend)
### Additional Evidence (confirm)
*Source: [[2021-02-00-mckinsey-facility-to-home-265-billion-shift]] | Added: 2026-03-16*
RPM market projected $29B → $138B (2024-2033) at 19% CAGR. AI in RPM specifically: $2B → $8.4B (2024-2030) at 27.5% CAGR. Home healthcare is fastest-growing RPM end-use segment at 25.3% CAGR. 71M Americans expected to use RPM by 2025, creating the data infrastructure for AI middleware layer.
RPM market projected to grow from $29B to $138B (2024-2033) at 19% CAGR. AI in RPM specifically growing $2B to $8.4B (2024-2030) at 27.5% CAGR. Home healthcare is the fastest-growing RPM end-use segment at 25.3% CAGR. 71M Americans expected to use RPM by 2025, creating the demand infrastructure for the facility-to-home transition.
---

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@ -103,6 +103,12 @@ MetaDAO Q3 2024 roadmap prioritized launching a market-based grants product as t
Ranger Finance ICO completed in April 2025, adding ~$9.1M to total Assets Under Futarchy, bringing the total to $57.3M across 10 launched projects. This represents continued momentum in futarchy-governed capital formation, with Ranger being a leveraged trading platform on Solana. The article also notes MetaDAO was 'considering strategic changes to its platform model' around this time, though details were not specified.
### Additional Evidence (confirm)
*Source: [[2025-10-06-futardio-launch-umbra]] | Added: 2026-03-15*
Umbra raised $3M through MetaDAO's futard.io platform (Oct 6-10, 2025) with $154.9M total committed against $750K target, demonstrating 206x oversubscription. This is concrete evidence of MetaDAO's operational capacity to facilitate large-scale futarchy-governed capital raises.
---
Relevant Notes:

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@ -83,6 +83,12 @@ Proposal #3 on MetaDAO (account EXehk1u3qUJZSxJ4X3nHsiTocRhzwq3eQAa6WKxeJ8Xs) ra
Production deployment data from futard.io shows Proposal #1 on DAO account De8YzDKudqgeJXqq6i7q82AgxxrQ1JXXfMgouQuPyhY using Autocrat version 0.3, with proposal created, ended, and completed all on 2025-03-05. This confirms operational use of the Autocrat v0.3 implementation in live governance.
### Additional Evidence (confirm)
*Source: [[2024-12-02-futardio-proposal-approve-deans-list-treasury-management]] | Added: 2026-03-15*
Dean's List DAO treasury proposal required TWAP > 3% for passage, with the proposal arguing potential 5-20% FDV increase from de-risking would exceed this threshold. Proposal completed December 5, 2024 after 3-day duration.
---
Relevant Notes:

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@ -6,6 +6,12 @@ description: MetaDAO's Futardio platform demonstrates that futarchy governance c
confidence: likely
tags: [futarchy, token-design, governance, ownership, liquidation-rights]
created: 2026-02-15
### Additional Evidence (extend)
*Source: [[2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol]] | Added: 2026-03-15*
COAL's Meta-PoW demonstrates ownership coin mechanics applied to in-game economies: the proposal passed futarchy governance (proposal G33HJH2J2zRqqcHZKMggkQurvqe1cmaDtfBz3hgmuuAg, completed 2025-11-10) and establishes a treasury accumulation mechanism where ORE flows are proportional to active player engagement, creating a direct link between usage and treasury value.
---
# Futarchy enables conditional ownership coins with liquidation rights

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@ -26,6 +26,12 @@ The risk is that cultural proposals introduce systematic bias: participants who
The single data point is limited. One passed proposal doesn't establish a reliable pattern. Cultural proposals that fail futarchy governance (and thus go unobserved in public records) would provide the necessary counter-evidence to calibrate how often futarchy actually validates cultural versus financial spending.
### Additional Evidence (extend)
*Source: [[2025-01-14-futardio-proposal-should-deans-list-dao-update-the-liquidity-fee-structure]] | Added: 2026-03-15*
Dean's List DAO's fee increase proposal included switching quote token from mSOL back to SOL, a decision with no direct revenue impact but potential effects on user experience and composability. The futarchy market approved this alongside the fee changes, suggesting it priced the operational simplification and ecosystem alignment as net positive for token value despite being a 'cultural' rather than purely financial decision.
---
Relevant Notes:

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@ -49,6 +49,18 @@ However, this case provides concrete evidence that [[futarchy adoption faces fri
Drift's $8,250 creator competition proposal failed despite having clear upside potential (community engagement, content generation, B.E.T awareness) and minimal downside risk. The proposal offered a structured prize pool across multiple tracks (video, Twitter threads, trade ideas) with established evaluation criteria, yet still failed to generate sufficient market participation. This is a canonical example of participation friction killing an economically sensible proposal.
### Additional Evidence (extend)
*Source: [[2024-12-02-futardio-proposal-approve-deans-list-treasury-management]] | Added: 2026-03-15*
Dean's List treasury proposal passed despite requiring active market participation to price a 40 percentage point survival probability improvement. The proposal explicitly calculated that potential FDV increase (5-20%) exceeded the 3% TWAP threshold, suggesting the economics were clearly favorable yet still required formal market validation.
### Additional Evidence (extend)
*Source: [[2025-01-14-futardio-proposal-should-deans-list-dao-update-the-liquidity-fee-structure]] | Added: 2026-03-15*
Dean's List DAO fee structure proposal passed despite requiring traders to actively migrate to new pools and accept 20x higher fees (0.25% to 5%). The proposal explicitly acknowledged potential 20-30% volume decrease but passed anyway, suggesting the market priced the net treasury benefit (~$19k-25k annual growth) as worth the migration friction. This demonstrates that futarchy can approve proposals with significant user friction when the economic benefit is clear.
---
Relevant Notes:

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@ -54,6 +54,12 @@ Futardio cult raised $11.4M in under 24 hours through MetaDAO's futarchy platfor
MetaDAO ICO platform processed 8 project launches between April 2025 and January 2026, raising $25.6M total. Each ICO operated through defined subscription windows with pro-rata allocation, compressing capital formation to single-day events. $390M in committed demand across 8 launches demonstrates that permissionless futarchy-governed raises can aggregate capital at scale without traditional due diligence bottlenecks. Platform generated $300M in trading volume, indicating liquid secondary markets formed immediately post-launch.
### Additional Evidence (confirm)
*Source: [[2025-10-06-futardio-launch-umbra]] | Added: 2026-03-15*
Umbra completed its raise in 4 days (Oct 6-10, 2025) through MetaDAO's futarchy platform, raising $3M final allocation from $154.9M committed. This provides empirical confirmation of sub-week fundraising timelines for futarchy-governed raises.
---
Relevant Notes:

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@ -6,6 +6,12 @@ description: Platforms like Futardio demonstrate that internet-native capital ma
confidence: likely
tags: [capital-markets, fundraising, speed, internet-finance]
created: 2026-02-20
### Additional Evidence (confirm)
*Source: [[2025-10-18-futardio-launch-loyal]] | Added: 2026-03-15*
Loyal completed a $2.5M raise in 4 days (October 18-22, 2025) through Futardio's futarchy-governed ICO platform, demonstrating the compression of fundraising from traditional months-long processes to sub-week execution.
---
# Internet capital markets compress fundraising timelines to hours

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@ -36,6 +36,12 @@ The source presents no failure cases despite eight ICOs, which suggests either s
Avici achieved 17x oversubscription ($34.2M committed vs $2M target), exceeding the previously documented 15x benchmark and demonstrating continued strong market demand for futarchy-governed raises.
### Additional Evidence (confirm)
*Source: [[2025-10-18-futardio-launch-loyal]] | Added: 2026-03-15*
Loyal's fundraise achieved 151x oversubscription ($75.9M committed vs $500K target), far exceeding the previously documented 15x pattern. The final raise settled at $2.5M, suggesting the platform's conditional market mechanisms successfully filtered commitment from actual capital deployment.
---
Relevant Notes:

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@ -0,0 +1,51 @@
{
"rejected_claims": [
{
"filename": "meta-pow-creates-ore-treasury-accumulation-through-ingot-smelting-fees-that-scale-with-coal-mining-demand.md",
"issues": [
"missing_attribution_extractor"
]
},
{
"filename": "dynamic-license-costs-using-price-ratios-create-self-throttling-token-emission-systems-without-governance-intervention.md",
"issues": [
"missing_attribution_extractor"
]
},
{
"filename": "evergreen-tool-design-with-repair-cheaper-than-replacement-creates-stable-demand-patterns-in-token-economies.md",
"issues": [
"missing_attribution_extractor"
]
},
{
"filename": "halving-band-emissions-with-5-percent-supply-increments-create-predictable-long-tail-token-distribution.md",
"issues": [
"missing_attribution_extractor"
]
}
],
"validation_stats": {
"total": 4,
"kept": 0,
"fixed": 7,
"rejected": 4,
"fixes_applied": [
"meta-pow-creates-ore-treasury-accumulation-through-ingot-smelting-fees-that-scale-with-coal-mining-demand.md:set_created:2026-03-15",
"meta-pow-creates-ore-treasury-accumulation-through-ingot-smelting-fees-that-scale-with-coal-mining-demand.md:stripped_wiki_link:futarchy-enables-conditional-ownership-coins.md",
"meta-pow-creates-ore-treasury-accumulation-through-ingot-smelting-fees-that-scale-with-coal-mining-demand.md:stripped_wiki_link:MetaDAO-is-the-futarchy-launchpad-on-Solana-where-projects-r",
"dynamic-license-costs-using-price-ratios-create-self-throttling-token-emission-systems-without-governance-intervention.md:set_created:2026-03-15",
"dynamic-license-costs-using-price-ratios-create-self-throttling-token-emission-systems-without-governance-intervention.md:stripped_wiki_link:dynamic-performance-based-token-minting-replaces-fixed-emiss",
"evergreen-tool-design-with-repair-cheaper-than-replacement-creates-stable-demand-patterns-in-token-economies.md:set_created:2026-03-15",
"halving-band-emissions-with-5-percent-supply-increments-create-predictable-long-tail-token-distribution.md:set_created:2026-03-15"
],
"rejections": [
"meta-pow-creates-ore-treasury-accumulation-through-ingot-smelting-fees-that-scale-with-coal-mining-demand.md:missing_attribution_extractor",
"dynamic-license-costs-using-price-ratios-create-self-throttling-token-emission-systems-without-governance-intervention.md:missing_attribution_extractor",
"evergreen-tool-design-with-repair-cheaper-than-replacement-creates-stable-demand-patterns-in-token-economies.md:missing_attribution_extractor",
"halving-band-emissions-with-5-percent-supply-increments-create-predictable-long-tail-token-distribution.md:missing_attribution_extractor"
]
},
"model": "anthropic/claude-sonnet-4.5",
"date": "2026-03-15"
}

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@ -12,7 +12,7 @@ priority: medium
tags: [home-health, hospital-at-home, care-delivery, facility-shift, mckinsey, senior-care]
processed_by: vida
processed_date: 2026-03-16
enrichments_applied: ["home-based-care-could-capture-265-billion-in-medicare-spending-by-2025-through-hospital-at-home-remote-monitoring-and-post-acute-shift.md", "rpm-technology-stack-enables-facility-to-home-care-migration-through-ai-middleware-that-converts-continuous-data-into-clinical-utility.md", "caregiver-workforce-crisis-shows-all-50-states-experiencing-shortages-with-43-states-reporting-facility-closures-signaling-care-infrastructure-collapse.md", "continuous health monitoring is converging on a multi-layer sensor stack of ambient wearables periodic patches and environmental sensors processed through AI middleware.md"]
enrichments_applied: ["home-based-care-could-capture-265-billion-in-medicare-spending-by-2025-through-hospital-at-home-remote-monitoring-and-post-acute-shift.md", "rpm-technology-stack-enables-facility-to-home-care-migration-through-ai-middleware-that-converts-continuous-data-into-clinical-utility.md", "caregiver-workforce-crisis-shows-all-50-states-experiencing-shortages-with-43-states-reporting-facility-closures-signaling-care-infrastructure-collapse.md"]
extraction_model: "anthropic/claude-sonnet-4.5"
---
@ -61,15 +61,13 @@ EXTRACTION HINT: The technology-enabling-care-site-shift narrative is more extra
## Key Facts
- Up to $265 billion in care services (25% of total Medicare cost of care) could shift from facilities to home by 2025
- Current home-based care serves approximately $65B, requiring 3-4x increase to reach $265B projection
- Johns Hopkins hospital-at-home program shows 19-30% cost savings vs in-hospital care
- Home care for heart failure patients shows 52% lower costs per systematic review
- 94% of Medicare beneficiaries prefer home-based post-acute care
- Up to $265 billion in Medicare care services (25% of total cost) could shift from facilities to home by 2025
- Current home-based care baseline is approximately $65B, requiring 3-4x increase to reach $265B potential
- Services already feasible for home delivery: primary care, outpatient-specialist consults, hospice, outpatient behavioral health
- Services requiring stitchable capabilities: dialysis, post-acute care, long-term care, infusions
- 16% of 65+ respondents more likely to receive home health post-pandemic (McKinsey Consumer Health Insights, June 2021)
- 94% of Medicare beneficiaries prefer home-based post-acute care
- Remote patient monitoring market: $29B → $138B (2024-2033), 19% CAGR
- AI in RPM market: $2B → $8.4B (2024-2030), 27.5% CAGR
- Home healthcare is fastest-growing RPM end-use segment at 25.3% CAGR
- AI in RPM: $2B → $8.4B (2024-2030), 27.5% CAGR
- Home healthcare: fastest-growing RPM end-use segment (25.3% CAGR)
- 71M Americans expected to use RPM by 2025
- Services already feasible for home: Primary care, outpatient-specialist consults, hospice, outpatient behavioral health
- Services requiring 'stitchable capabilities': Dialysis, post-acute care, long-term care, infusions

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@ -6,9 +6,12 @@ url: "https://www.futard.io/proposal/2LKqzegdHrcrrRCHSuTS2fMjjJuZDfzuRKMnzPhzeD4
date: 2024-08-30
domain: internet-finance
format: data
status: unprocessed
status: enrichment
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
processed_by: rio
processed_date: 2026-03-16
extraction_model: "anthropic/claude-sonnet-4.5"
---
## Proposal Details
@ -161,3 +164,12 @@ Future is building a comprehensive pre-governance platform for DAOs and crypto p
- Autocrat version: 0.3
- Completed: 2024-09-02
- Ended: 2024-09-02
## Key Facts
- FutureDAO proposal 2LKqzegdHrcrrRCHSuTS2fMjjJuZDfzuRKMnzPhzeD42 approved $25,000 for Pre-Governance Mandates tool
- Pre-Governance Mandates tool targets Solana-based DAOs and professional proposal builders
- Tool features include multi-criteria decision-making engine, customizable surveys, Web3 integration, AI-powered analysis, and mandates dashboard
- Budget breakdown: Decision-Making Engine & API ($5k), Mandates Wizard ($3k), dApp Frontend ($7k), dApp Backend ($5k), Documentation & Graphics ($5k)
- FutureDAO positions Pre-Governance Mandates as complementary to MetaDAO, Realms, Squads, and Align
- Potential monetization models include $FUTURE staking, monthly payments, pay-as-you-go, and consultancy services

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@ -6,9 +6,13 @@ url: "https://www.futard.io/proposal/G33HJH2J2zRqqcHZKMggkQurvqe1cmaDtfBz3hgmuuA
date: 2025-11-07
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: ["futarchy-enables-conditional-ownership-coins.md"]
extraction_model: "anthropic/claude-sonnet-4.5"
---
## Proposal Details
@ -265,3 +269,19 @@ Vote NO keep the current model unchanged.
- Autocrat version: 0.3
- Completed: 2025-11-10
- Ended: 2025-11-10
## Key Facts
- COAL Meta-PoW proposal account: G33HJH2J2zRqqcHZKMggkQurvqe1cmaDtfBz3hgmuuAg
- COAL proposal number: 4
- COAL DAO account: 3LGGRzLrgwhEbEsNYBSTZc5MLve1bw3nDaHzzfJMQ1PG
- Meta-PoW proposal created 2025-11-07, completed 2025-11-10
- COAL max supply: 25,000,000 tokens
- COAL initial daily emissions: 11,250 tokens/day
- COAL halving band size: 1,250,000 tokens (5% of max supply)
- INGOT smelting cost: 100 COAL + ~12.10 ORE
- Pickaxe crafting cost: 1 INGOT + 8 WOOD + c(y) COAL license
- Pickaxe daily repair cost: ~0.082643 INGOT + 0.3 WOOD
- Tool power decay rate: 4% per day if not repaired
- License cost formula: c(y) = c0 * (y / y_ref)^p, with c0=200, y_ref=50, p=3, c_min=1, c_max=300
- GUI planned for minechain.gg