Compare commits

...

15 commits

Author SHA1 Message Date
Teleo Agents
a64c252350 astra: extract claims from 2026-03-10-china-rocket-catching-ship-ling-hang-zhe.md
- Source: inbox/archive/2026-03-10-china-rocket-catching-ship-ling-hang-zhe.md
- Domain: space-development
- Extracted by: headless extraction cron (worker 3)

Pentagon-Agent: Astra <HEADLESS>
2026-03-11 13:22:10 +00:00
Leo
a3a2d84897 rio: ecosystem entity pages — Meteora, Jupiter, Drift, Raydium, Nallok, Theia Research (#548) 2026-03-11 13:11:20 +00:00
Teleo Agents
45ddb9ce99 auto: mark 1 futardio sources as entity-data (skip extraction)
Pentagon-Agent: Leo <HEADLESS>
2026-03-11 12:50:01 +00:00
cf73cd9c27 ingestion: 1 futardio events — 20260311-1245 (#547)
Co-authored-by: m3taversal <m3taversal@gmail.com>
Co-committed-by: m3taversal <m3taversal@gmail.com>
2026-03-11 12:47:19 +00:00
c855d01bf2 astra: extract claims from 2025-12-00-rocketlab-neutron-2026-debut (#539)
Co-authored-by: Astra <astra@agents.livingip.xyz>
Co-committed-by: Astra <astra@agents.livingip.xyz>
2026-03-11 12:39:16 +00:00
bda97bce2a astra: extract claims from 2026-03-00-spacenews-china-reusable-lm10-debut-h1-2026 (#543)
Co-authored-by: Astra <astra@agents.livingip.xyz>
Co-committed-by: Astra <astra@agents.livingip.xyz>
2026-03-11 12:37:15 +00:00
48a727b86e astra: extract claims from 2026-03-00-astroscale-active-debris-removal-missions (#544)
Co-authored-by: Astra <astra@agents.livingip.xyz>
Co-committed-by: Astra <astra@agents.livingip.xyz>
2026-03-11 12:35:14 +00:00
688de0b5de astra: extract claims from 2026-02-00-blueorigin-ng3-first-booster-reuse (#546)
Co-authored-by: Astra <astra@agents.livingip.xyz>
Co-committed-by: Astra <astra@agents.livingip.xyz>
2026-03-11 12:33:09 +00:00
48e0afe771 Merge pull request 'rio: extract claims from 2026-03-09-bharathshettyy-x-archive' (#125) from extract/2026-03-09-bharathshettyy-x-archive into main 2026-03-11 12:30:44 +00:00
c164d9521d astra: extract claims from 2026-01-00-nasaspaceflight-starship-foundations-2026 (#542)
Co-authored-by: Astra <astra@agents.livingip.xyz>
Co-committed-by: Astra <astra@agents.livingip.xyz>
2026-03-11 12:27:07 +00:00
7bc680a5b3 Merge pull request 'theseus: extract claims from 2026-02-25-karpathy-programming-changed-december' (#132) from extract/2026-02-25-karpathy-programming-changed-december into main
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-11 12:21:06 +00:00
Teleo Agents
dee264b30c auto: mark 111 futardio sources as entity-data (skip extraction)
Pentagon-Agent: Leo <HEADLESS>
2026-03-11 12:14:00 +00:00
Teleo Agents
5c84eb5bce theseus: extract claims from 2026-02-25-karpathy-programming-changed-december.md
- Source: inbox/archive/2026-02-25-karpathy-programming-changed-december.md
- Domain: ai-alignment
- Extracted by: headless extraction cron

Pentagon-Agent: Theseus <HEADLESS>
2026-03-11 02:11:06 +00:00
Teleo Agents
28b7fdf5e0 rio: extract claims from 2026-03-09-bharathshettyy-x-archive.md
- Source: inbox/archive/2026-03-09-bharathshettyy-x-archive.md
- Domain: internet-finance
- Extracted by: headless extraction cron

Pentagon-Agent: Rio <HEADLESS>
2026-03-10 19:40:47 +00:00
Teleo Agents
50d231241a rio: extract claims from 2026-02-26-citadel-securities-contra-citrini-rebuttal.md
- Source: inbox/archive/2026-02-26-citadel-securities-contra-citrini-rebuttal.md
- Domain: internet-finance
- Extracted by: headless extraction cron

Pentagon-Agent: Rio <HEADLESS>
2026-03-10 19:40:29 +00:00
132 changed files with 1030 additions and 125 deletions

View file

@ -20,6 +20,12 @@ This inverts the traditional relationship between knowledge bases and code. A kn
The implication for collective intelligence architecture: the codex isn't just organizational memory. It's the interface between human direction and autonomous execution. Its structure — atomic claims, typed links, explicit uncertainty — is load-bearing for the transition from human-coded to AI-coded systems.
### Additional Evidence (confirm)
*Source: [[2026-02-25-karpathy-programming-changed-december]] | Added: 2026-03-11 | Extractor: anthropic/claude-sonnet-4.5*
Andrej Karpathy's February 2026 observation that coding agents underwent a phase transition in December 2025—shifting from 'basically didn't work' to 'basically work' with 'significantly higher quality, long-term coherence and tenacity' enabling them to 'power through large and long tasks, well past enough that it is extremely disruptive to the default programming workflow'—provides direct evidence from a leading AI practitioner that AI-automated software development has crossed from theoretical to practical viability. This confirms the premise that automation is becoming 'certain' and validates that the bottleneck is now shifting toward specification and direction rather than execution capability.
---
Relevant Notes:

View file

@ -0,0 +1,39 @@
---
type: claim
domain: ai-alignment
secondary_domains: [teleological-economics]
description: "December 2025 marked a phase transition where coding agents shifted from mostly failing to mostly working on large tasks due to improved coherence and tenacity"
confidence: experimental
source: "Andrej Karpathy (@karpathy) tweet, February 25, 2026"
created: 2026-03-11
enrichments:
- "as AI-automated software development becomes certain the bottleneck shifts from building capacity to knowing what to build making structured knowledge graphs the critical input to autonomous systems.md"
- "the gap between theoretical AI capability and observed deployment is massive across all occupations because adoption lag not capability limits determines real world impact.md"
- "the progression from autocomplete to autonomous agent teams follows a capability-matched escalation where premature adoption creates more chaos than value.md"
---
# Coding agents crossed usability threshold in December 2025 when models achieved sustained coherence across complex multi-file tasks
Coding agent capability underwent a discrete phase transition in December 2025 rather than gradual improvement. Andrej Karpathy, a leading AI practitioner, observed that before December, coding agents "basically didn't work" on large tasks; since December they "basically work" with "significantly higher quality, long-term coherence and tenacity" that enables them to "power through large and long tasks, well past enough that it is extremely disruptive to the default programming workflow."
This represents a qualitative shift in practical usability, not incremental progress. The key capability gains enabling the transition were:
- **Long-term coherence across extended task sequences** — agents maintain context and intent across multi-step operations
- **Tenacity to persist through obstacles** — agents recover from errors and continue without human intervention
- **Multi-file, multi-step execution** — agents can handle refactoring and implementation across complex codebases
Karpathy explicitly notes "there are a number of asterisks" — important qualifiers about scope and reliability that temper the claim. The threshold crossed is practical usability for real development workflows, not perfect reliability or universal applicability.
## Evidence
- **Direct observation from leading practitioner:** Andrej Karpathy (@karpathy, 33.8M followers, AI researcher and former Tesla AI director) stated in a tweet dated February 25, 2026: "It is hard to communicate how much programming has changed due to AI in the last 2 months: not gradually and over time in the 'progress as usual' way, but specifically this last December. There are a number of asterisks but imo coding agents basically didn't work before December and basically work since."
- **Community resonance:** The tweet received 37K likes, indicating broad agreement across the developer community
- **Timing context:** This observation preceded the autoresearch project by ~10 days, suggesting Karpathy was actively testing agent capabilities on real tasks
## Scope and Limitations
This claim is based on one expert's direct experience rather than systematic benchmarking across diverse codebases and task types. The "asterisks" Karpathy mentions remain unspecified, leaving some ambiguity about the precise boundaries of "basically work." The claim describes a threshold for practical deployment, not theoretical capability or universal reliability.
## Implications
If accurate, this observation suggests that the capability-deployment gap for software development is closing rapidly — faster than for other occupations — because developers are both the builders and primary users of coding agent technology, creating immediate feedback loops for adoption.

View file

@ -17,6 +17,12 @@ Karpathy's viral tweet (37,099 likes) marks when the threshold shifted: "coding
This mirrors the broader alignment concern that [[technology advances exponentially but coordination mechanisms evolve linearly creating a widening gap]]. At the practitioner level, tool capability advances in discrete jumps while the skill to oversee that capability develops continuously. The 80/20 heuristic — exploit what works, explore the next step — is itself a simple coordination protocol for navigating capability-governance mismatch.
### Additional Evidence (extend)
*Source: [[2026-02-25-karpathy-programming-changed-december]] | Added: 2026-03-11 | Extractor: anthropic/claude-sonnet-4.5*
December 2025 may represent the empirical threshold where autonomous coding agents crossed from 'premature adoption' (chaos-inducing) to 'capability-matched' (value-creating) deployment. Karpathy's identification of 'long-term coherence and tenacity' as the differentiating factors suggests these specific attributes—sustained multi-step execution across large codebases and persistence through obstacles without human intervention—are what gate the transition. Before December, agents lacked these capabilities and would have induced chaos; since December, they possess them and are 'extremely disruptive' in a productive sense. This provides a concrete inflection point for the capability-matched escalation model.
---
Relevant Notes:

View file

@ -0,0 +1,30 @@
---
type: claim
domain: space-development
description: "Purpose-built rocket-catching ship represents transition from experimental to operational reusability infrastructure"
confidence: likely
source: "Prototyping China / MirCode, China builds 25,000-ton rocket-catching ship (2026-03-10)"
created: 2026-03-11
---
# China's Ling Hang Zhe ship signals operational reusability commitment through purpose-built recovery infrastructure
China's construction of Ling Hang Zhe, a 25,000-ton displacement vessel (472 feet/144m long) designed specifically to catch descending rocket first stages using cables and nets, represents a transition from experimental testing to operational infrastructure deployment. The ship was observed leaving shipyard for sea trials in February 2026, with recovery gantry and cable system installed after initial delivery.
This is the first ship in the world built solely to catch rockets with a net/cable system, distinguishing it from test platforms or repurposed vessels. The scale of investment (25,000-ton displacement is comparable to a small aircraft carrier) and purpose-built design indicate planning for sustained high-cadence reusable operations rather than technology demonstration.
The sea-based approach offers three operational advantages:
- **Safety**: keeps falling debris away from populated areas
- **Flexibility**: ship can reposition for different mission trajectories
- **Scalability**: multiple ships could support high launch cadence from different sites
This infrastructure investment aligns with China's parallel development strategy across multiple launch sites and vehicle types, suggesting systematic preparation for operational reusability rather than point demonstrations.
---
Relevant Notes:
- [[China is the only credible peer competitor in space with comprehensive capabilities and state-directed acceleration closing the reusability gap in 5-8 years]]
- [[reusability without rapid turnaround and minimal refurbishment does not reduce launch costs as the Space Shuttle proved over 30 years]]
Topics:
- [[domains/space-development/_map]]

View file

@ -0,0 +1,34 @@
---
type: claim
domain: space-development
description: "Three fundamentally different recovery systems demonstrate reusability as a convergent capability with multiple viable engineering paths"
confidence: likely
source: "Prototyping China / MirCode, China builds 25,000-ton rocket-catching ship (2026-03-10); SpaceX Mechazilla (public); Blue Origin Jacklyn (public)"
created: 2026-03-11
---
# Rocket recovery divergent engineering paradigms show reusability is a convergent capability not a SpaceX-specific innovation
Three fundamentally different engineering approaches to rocket first-stage recovery are now in active development, demonstrating that reusability is a convergent capability with multiple viable implementation paths:
1. **Tower catch (SpaceX Mechazilla)**: Land-based mechanical arms catch descending booster at launch site
2. **Propulsive ship landing (Blue Origin Jacklyn)**: Booster lands propulsively on ocean platform vessel
3. **Cable-net ship catch (China Ling Hang Zhe)**: 25,000-ton ship catches booster mid-descent using cables and nets
Each approach optimizes different constraints:
- Tower catch maximizes turnaround speed and minimizes refurbishment (no saltwater exposure)
- Propulsive ship landing provides trajectory flexibility and safety distance from launch site
- Cable-net catch combines trajectory flexibility with potentially lower propellant requirements (no landing burn)
The existence of three distinct engineering solutions to the same functional requirement (recovering and reusing first stages) indicates that reusability is not locked to a single technological paradigm. This parallels historical technology transitions where multiple competing approaches emerged before convergence (e.g., early aviation had biplanes, monoplanes, and triplanes; early automobiles had steam, electric, and internal combustion).
The divergence suggests the engineering solution space is broader than initially apparent from SpaceX's success, and that different operational contexts (launch cadence, trajectory requirements, infrastructure constraints) may favor different recovery architectures.
---
Relevant Notes:
- [[reusability without rapid turnaround and minimal refurbishment does not reduce launch costs as the Space Shuttle proved over 30 years]]
- [[launch cost reduction is the keystone variable that unlocks every downstream space industry at specific price thresholds]]
Topics:
- [[domains/space-development/_map]]

View file

@ -0,0 +1,58 @@
---
type: entity
entity_type: company
name: "Drift Protocol"
domain: internet-finance
handles: ["@DriftProtocol"]
website: https://drift.trade
status: active
tracked_by: rio
created: 2026-03-11
last_updated: 2026-03-11
category: "Perpetuals DEX / DeFi protocol (Solana)"
stage: growth
key_metrics:
futarchy_proposals: "6+ proposals on MetaDAO platform (grants, working group, AI agents, competitions)"
drift_allocated: "150,000+ DRIFT allocated through futarchy governance"
built_on: ["Solana"]
competitors: ["[[omnipair]]"]
tags: ["perps", "solana", "futarchy-adopter", "metadao-ecosystem"]
---
# Drift Protocol
## Overview
Perpetuals DEX on Solana — one of the largest decentralized derivatives platforms. Significant to the MetaDAO ecosystem for two reasons: (1) Drift adopted futarchy governance through MetaDAO's platform, making it the highest-profile external organization to use futarchic decision-making, and (2) Drift represents the future competitive threat to OmniPair's leverage monopoly on MetaDAO ecosystem tokens.
## Current State
- **Futarchy adoption**: Drift has run 6+ governance proposals through MetaDAO's futarchy platform since May 2024, allocating 150,000+ DRIFT tokens through futarchic decisions. This includes the Drift Foundation Grant Program (100K DRIFT), "Welcome the Futarchs" retroactive rewards (50K DRIFT), Drift AI Agents grants program (50K DRIFT), Drift Working Group funding, and SuperTeam Earn creator competitions.
- **AI Agents program**: Drift allocated 50,000 DRIFT for an AI Agents Grants program (Dec 2024) covering trading agents, yield agents, information agents, and social agents. Early signal of DeFi protocols investing in agentic infrastructure.
- **Leverage competitor**: Currently, OmniPair is the "only game in town" for leverage on MetaDAO ecosystem tokens. However, if MetaDAO reaches ~$1B valuation, Drift and other perp protocols will likely list META and ecosystem tokens — eroding OmniPair's temporary moat.
- **Perps aggregation**: Ranger Finance aggregated Drift (among others) before its liquidation.
## Timeline
- **2024-05-30** — First futarchy proposal: "Welcome the Futarchs" — 50K DRIFT to incentivize futarchy participation
- **2024-07-09** — Drift Foundation Grant Program initialized via futarchy (100K DRIFT)
- **2024-08-27** — SuperTeam Earn creator competition funded via futarchy
- **2024-12-19** — AI Agents Grants program: 50K DRIFT for trading, yield, info, and social agents
- **2025-02-13** — Drift Working Group funded via futarchy
## Competitive Position
- **Futarchy validation**: Drift using MetaDAO's governance system is the strongest external validation signal — a major protocol choosing futarchy over traditional token voting for real treasury decisions.
- **Future leverage threat**: Drift listing META perps would directly compete with OmniPair for leverage demand. This is OmniPair's identified "key vulnerability" — the moat is temporary.
- **Scale differential**: Drift operates at much larger scale than the MetaDAO ecosystem. Its adoption of futarchy is disproportionately significant as a credibility signal.
## Relationship to KB
- [[futarchy implementations must simplify theoretical mechanisms for production adoption because original designs include impractical elements that academics tolerate but users reject]] — Drift's adoption validates that simplified futarchy works for real organizations
- [[permissionless leverage on metaDAO ecosystem tokens catalyzes trading volume and price discovery that strengthens governance by making futarchy markets more liquid]] — Drift is the future competitor that erodes OmniPair's leverage monopoly
- [[governance mechanism diversity compounds organizational learning because disagreement between mechanisms reveals information no single mechanism can produce]] — Drift running both traditional governance and futarchy provides comparative data
---
Relevant Entities:
- [[metadao]] — futarchy platform provider
- [[omnipair]] — current leverage competitor (OmniPair holds temporary monopoly)
- [[ranger-finance]] — former aggregation client (liquidated)
Topics:
- [[internet finance and decision markets]]

View file

@ -0,0 +1,50 @@
---
type: entity
entity_type: company
name: "Jupiter"
domain: internet-finance
handles: ["@JupiterExchange"]
website: https://jup.ag
status: active
tracked_by: rio
created: 2026-03-11
last_updated: 2026-03-11
category: "DEX aggregator / DeFi hub (Solana)"
stage: mature
key_metrics:
role_in_ecosystem: "Primary aggregator for MetaDAO ecosystem token routing"
omnipair_catalyst: "Jupiter SDK integration expected to ~3x OmniPair volume"
built_on: ["Solana"]
tags: ["DEX-aggregator", "solana", "infrastructure", "metadao-adjacent"]
---
# Jupiter
## Overview
The dominant DEX aggregator on Solana — routes trades across all Solana AMMs to find optimal execution. Critical infrastructure for the MetaDAO ecosystem: Jupiter integration determines whether ecosystem tokens are tradeable by the broader Solana market. The Jupiter team forked OmniPair's SDK (as of ~March 2026) to enable direct routing through OmniPair pools, making this integration the single highest-impact catalyst for OmniPair's volume growth.
## Current State
- **Aggregator role**: Routes trades across Raydium, Meteora, OmniPair, and other Solana AMMs. Being listed on Jupiter is effectively a prerequisite for meaningful trading volume on Solana.
- **OmniPair integration**: Jupiter team forked OmniPair's SDK (~March 2026). Integration expected to roughly triple OmniPair volume and close most of the APY gap with Raydium. This is the single highest-impact near-term catalyst for the MetaDAO ecosystem's DeFi infrastructure.
- **Ranger Finance**: Ranger's perps aggregation product aggregated Jupiter (among others) before its liquidation.
- **Ecosystem significance**: Jupiter is not a MetaDAO ecosystem project — it's Solana-wide infrastructure. But its routing decisions determine liquidity accessibility for every MetaDAO token.
## Competitive Position
- **Dominant position**: The default swap interface for Solana users. Near-monopoly on DEX aggregation.
- **Infrastructure dependency**: MetaDAO ecosystem tokens that aren't routed through Jupiter have severely limited discoverability and volume. OmniPair's DexScreener visibility issue (~10% of liquidity displayed) compounds this — Jupiter routing partially compensates.
- **Not a direct competitor**: Jupiter aggregates, not competes with, MetaDAO ecosystem AMMs. The relationship is symbiotic — more AMMs with unique pools give Jupiter more routing options.
## Relationship to KB
- [[permissionless leverage on metaDAO ecosystem tokens catalyzes trading volume and price discovery that strengthens governance by making futarchy markets more liquid]] — Jupiter routing is the primary channel through which broader Solana liquidity reaches MetaDAO ecosystem tokens
- [[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]] — Jupiter integration is infrastructure-level validation for the MetaDAO ecosystem
---
Relevant Entities:
- [[omnipair]] — SDK integration (highest-impact catalyst)
- [[meteora]] — routed AMM
- [[raydium]] — routed AMM
- [[ranger-finance]] — former aggregation client (liquidated)
Topics:
- [[internet finance and decision markets]]

View file

@ -0,0 +1,59 @@
---
type: entity
entity_type: company
name: "Meteora"
domain: internet-finance
handles: ["@MeteoraAG"]
website: https://meteora.ag
status: active
tracked_by: rio
created: 2026-03-11
last_updated: 2026-03-11
category: "Liquidity protocol / AMM (Solana)"
stage: growth
key_metrics:
metadao_revenue_share: "46% of MetaDAO Q4 2025 revenue ($1.15M) from Meteora LP positions"
standard_allocation: "900K tokens per Futardio launch placed in Meteora pool"
competitors: ["[[raydium]]", "[[omnipair]]"]
built_on: ["Solana"]
tags: ["AMM", "DLMM", "liquidity", "solana", "metadao-infrastructure"]
---
# Meteora
## Overview
Solana liquidity protocol offering Dynamic Liquidity Market Maker (DLMM) pools, concentrated liquidity, and dynamic bonding pools. Critical infrastructure for the MetaDAO ecosystem — every Futardio launch allocates 900K tokens to a Meteora pool as part of the standard token issuance template, and Meteora LP positions generated 46% of MetaDAO's $2.51M Q4 2025 revenue.
## Current State
- **Role in MetaDAO ecosystem**: Default secondary liquidity venue. Standard Futardio launch template: 10M token base issuance + 2M Futarchic AMM + 900K Meteora + performance package. Meteora provides the non-futarchic liquidity layer.
- **Revenue generation**: MetaDAO earned $1.15M from Meteora LP positions in Q4 2025 (46% of total $2.51M revenue). The remaining 54% came from the Futarchic AMM.
- **Protocol-owned liquidity**: MetaDAO maintains protocol-owned liquidity on Meteora (e.g., META-USDC pool). The META token migration proposal (Aug 2025) included withdrawing protocol-owned liquidity from Meteora as a migration step.
- **Dynamic Bonding Pools**: Used by projects like Phonon Studio AI for tokenized AI artist trading — Meteora DBC Pools enable token launches tied to dynamic bonding curves.
- **DLMM**: Concentrated liquidity pools used by Paystream and other DeFi protocols for routing strategies.
## Timeline
- **2024-02** — MetaDAO executes Dutch auction on OpenBook, pairs USDC with META for Meteora LP (first formal META liquidity on Meteora)
- **2024-02** — $100K OTC trade with Ben Hawkins includes creating 50/50 Meteora LP 1% Volatile Pool META-USDC
- **2025-Q4** — Meteora LP generates $1.15M in fees for MetaDAO (Pine Analytics Q4 report)
- **2025-10 to 2026-03** — Every Futardio launch allocates 900K tokens to Meteora pool as standard template
## Competitive Position
- **Infrastructure role**: Not competing with MetaDAO — provides complementary liquidity infrastructure. Meteora is the LP venue; Futarchic AMM is the governance venue.
- **vs Raydium**: Both are major Solana AMMs. Raydium offers CLMM (concentrated liquidity). Meteora differentiates with DLMM and dynamic bonding pools.
- **vs OmniPair**: OmniPair combines AMM + lending (leverage). Meteora is pure liquidity provision — different use case but competes for LP capital on the same token pairs.
- **Structural advantage**: Deep integration with MetaDAO ecosystem through standard launch template creates reliable flow of new token pairs.
## Relationship to KB
- [[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]] — Meteora provides the secondary liquidity layer for every MetaDAO launch
- [[permissionless leverage on metaDAO ecosystem tokens catalyzes trading volume and price discovery that strengthens governance by making futarchy markets more liquid]] — Meteora pools are one venue where this liquidity lives
---
Relevant Entities:
- [[metadao]] — ecosystem partner, revenue source
- [[omnipair]] — competing for LP capital
- [[raydium]] — AMM competitor on Solana
- [[futardio]] — launch template integration
Topics:
- [[internet finance and decision markets]]

View file

@ -0,0 +1,50 @@
---
type: entity
entity_type: person
name: "Nallok"
domain: internet-finance
handles: ["@metanallok"]
status: active
tracked_by: rio
created: 2026-03-11
last_updated: 2026-03-11
role: "Co-founder & Operator, MetaDAO"
organizations: ["[[metadao]]", "[[futardio]]"]
known_positions:
- "Futarchy requires mechanism simplification for production adoption — Robin Hanson's original designs include impractical elements"
- "Futarchy as a Service (FaaS) is the scaling path for futarchy governance"
tags: ["futarchy", "mechanism-design", "solana", "metadao-ecosystem"]
---
# Nallok
## Overview
Co-founder and primary operator of MetaDAO. Legal name Kollan House. Serves as the key operational figure behind MetaDAO LLC (Republic of the Marshall Islands DAO LLC, 852 Lagoon Rd, Majuro, MH 96960) and sole Director of the Futarchy Governance SPC (Cayman Islands). While Proph3t is the public face and mechanism architect, Nallok handles legal structure, business development, treasury operations, and ecosystem coordination.
## Significance
- **Legal infrastructure**: Built MetaDAO's legal wrapper — the RMI DAO LLC + Cayman SPC structure that addresses the Ooki DAO precedent (DAOs without legal wrappers face general partnership liability)
- **Futarchy as a Service (FaaS)**: Proposed and led development of FaaS (March 2024) — the concept that futarchy governance can be offered as infrastructure to other DAOs, not just MetaDAO
- **Mechanism pragmatism**: Noted that Robin Hanson wanted random proposal outcomes — "impractical for production." This insight drove MetaDAO's simplification of futarchy theory into deployable mechanism design
- **Treasury operations**: Co-manages multi-sig for MetaDAO treasury. Involved in OTC trades, liquidity management, and compensation proposals
- **Compensation structure**: Nallok and Proph3t share a performance-based package (2% of supply per $1B FDV increase, up to 10% at $5B) — itself a statement about incentive alignment through futarchic governance
## Key Contributions to KB
- Primary source for futarchy mechanism simplification claims — the gap between Hanson's theory and production reality
- Operational knowledge of MetaDAO's legal structure (RMI DAO LLC, Cayman SPC)
- FaaS proposal history — the scaling thesis for futarchy governance
- Contact: kollan@metadao.fi
## Relationship to KB
- [[futarchy implementations must simplify theoretical mechanisms for production adoption because original designs include impractical elements that academics tolerate but users reject]] — Nallok's direct observation about Hanson's impractical proposals
- [[Ooki DAO proved that DAOs without legal wrappers face general partnership liability making entity structure a prerequisite for any futarchy-governed vehicle]] — Nallok built the legal structure that addresses this
- [[futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires]] — Nallok engaged legal counsel to investigate this question
---
Relevant Entities:
- [[metadao]] — co-founded
- [[futardio]] — operates
- [[proph3t]] — co-founder
Topics:
- [[internet finance and decision markets]]

View file

@ -0,0 +1,46 @@
---
type: entity
entity_type: company
name: "Raydium"
domain: internet-finance
handles: ["@RaydiumProtocol"]
website: https://raydium.io
status: active
tracked_by: rio
created: 2026-03-11
last_updated: 2026-03-11
category: "AMM / DEX (Solana)"
stage: mature
built_on: ["Solana"]
competitors: ["[[meteora]]", "[[omnipair]]"]
tags: ["AMM", "CLMM", "solana", "metadao-adjacent"]
---
# Raydium
## Overview
One of the two dominant AMMs on Solana (alongside Meteora). Offers concentrated liquidity market maker (CLMM) pools. Referenced throughout the MetaDAO ecosystem as the primary benchmark for AMM yield and volume — OmniPair's competitive thesis is explicitly framed as "must yield more than Raydium for equivalent pools" once Jupiter aggregator integration is live.
## Current State
- **Competitive benchmark**: OmniPair founder Rakka argues mathematically that OmniPair (same AMM + aggregator integration + borrow rate surplus) must yield more than Raydium for equivalent pools. This is the core competitive claim for OmniPair's value proposition.
- **CLMM pools**: Used by DeFi protocols like Paystream for automated LP strategies across Raydium CLMM, Meteora DLMM, and DAMM v2 pools.
- **Liquidity farming**: MetaDAO's FUTURE token had Raydium liquidity farming initiated via futarchy proposal (Nov 2024).
- **Volume reference**: Jupiter aggregates Raydium pools. OmniPair's expected ~3x volume increase from Jupiter integration is benchmarked against closing "the APY gap with Raydium."
## Competitive Position
- **Established incumbent**: Raydium has deep liquidity across Solana token pairs. New AMMs like OmniPair compete for the same LP capital.
- **vs OmniPair**: OmniPair differentiates by combining AMM + lending (leverage) in the same pool. Raydium is pure AMM — no lending, no leverage. For MetaDAO ecosystem tokens specifically, OmniPair offers a unique value proposition (leverage for futarchy bets). For general Solana trading, Raydium's deeper liquidity dominates.
- **vs Meteora**: Both are major Solana AMMs. Raydium's CLMM competes with Meteora's DLMM for concentrated liquidity provision.
## Relationship to KB
- [[permissionless leverage on metaDAO ecosystem tokens catalyzes trading volume and price discovery that strengthens governance by making futarchy markets more liquid]] — Raydium is the benchmark OmniPair must beat to attract LP capital away from established pools
---
Relevant Entities:
- [[omnipair]] — competitor (OmniPair claims superior yield through AMM+lending combination)
- [[meteora]] — AMM competitor on Solana
- [[jupiter]] — aggregates Raydium pools
Topics:
- [[internet finance and decision markets]]

View file

@ -0,0 +1,68 @@
---
type: entity
entity_type: company
name: "Theia Research"
domain: internet-finance
handles: ["@TheiaResearch"]
status: active
tracked_by: rio
created: 2026-03-11
last_updated: 2026-03-11
founded: 2024-01-01
category: "Onchain liquid token fund"
stage: growth
key_metrics:
metadao_otc_total: "$1.63M across 3 OTC trades (Jan 2025: $500K, Jul 2025: $630K, Jan 2025: $500K)"
meta_tokens_held: "1,070+ META tokens via OTC"
investment_approach: "Kelly Criterion at 20% of full Kelly, Bayesian updating"
competitors: []
built_on: ["Solana", "Ethereum"]
tags: ["institutional-investor", "metadao-ecosystem", "internet-finance-thesis", "token-governance"]
---
# Theia Research
## Overview
Onchain liquid token fund managed by Felipe Montealegre. Invests in companies building the "Internet Financial System" — taking large positions in small-cap tokens through structured OTC deals with 2-4 year investment horizons. The most significant institutional investor in the MetaDAO ecosystem, holding 1,070+ META tokens acquired at premiums to market price. Coined the "Token Problem" framework (lemon market dynamics in token markets) and published the Token Transparency Framework with Blockworks.
## Current State
- **Fund structure**: Theia Blockchain Partners Master Fund LP
- **Investment thesis**: Internet Financial System replacing permissioned, siloed traditional finance. Five advantages: free capital flows, improved property rights, financial accessibility, operational efficiency, faster GDP growth.
- **MetaDAO position**: Largest known institutional holder. Holds MetaDAO specifically for "prioritizing investors over teams" — the competitive moat that futarchy creates. Three OTC trades totaling $1.63M, all at premiums to spot.
- **AI integration**: Uses LLMs as "backbone of process improvements." Internal dashboards consolidating Discord, Notion, GitHub. Planning "AI agents that can perform discrete tasks" for competitive analysis.
- **Research output**: Published "The Investment Manager of the Future" (Feb 2026), arguing LLMs shift investment from economies of scale to economies of edge. 292 bookmarks — most saved piece in its batch. Also published internet finance thesis with 50-100bps GDP growth projection.
## Timeline
- **2025-01-03** — First MetaDAO OTC trade: $500K for META tokens
- **2025-01-07** — Published internet finance thesis (IFS as better financial system for 8B people)
- **2025-01-27** — Second OTC trade: $500K for 370 META at $1,350/token
- **2025-07-21** — Third OTC trade: $630K for 700 META at $900/token (38% premium to spot). Funds used to extend MetaDAO runway + legal advisory.
- **2026-02-12** — Published 2025 Annual Letter. Five-phase investment loop: moat analysis → multiples → prediction → Kelly sizing → Bayesian updating. Noah Goldberg promoted to equity partner, Thomas Bautista hired.
- **2026-02-17** — Published "The Investment Manager of the Future." LLMs invert 80/20 ratio of execution vs analysis.
## Competitive Position
- **Unique positioning**: Only known institutional fund explicitly building investment thesis around futarchy governance as a moat
- **Token governance focus**: Launched Token Transparency Framework with Blockworks. Describes "Lemon Problem in Token Markets" — the structural issue of quality tokens being indistinguishable from scams
- **Strategic value to MetaDAO**: OTC trades funded legal/regulatory review, extending ecosystem credibility beyond pure speculation
- **Economies of edge thesis**: Argues 5 high-agency analysts with LLMs replace 100 junior staff — structural case for why small, domain-expert investment entities (Living Agents) become viable
## Investment Thesis
Theia validates the Living Capital model — a sophisticated institutional investor using rigorous frameworks (Kelly Criterion, Bayesian updating, Helmer's 7 Powers) to allocate into futarchy-governed tokens. Their "economies of edge" thesis is the structural argument for why Living Capital vehicles work now: LLMs collapse the 80% execution overhead that forced funds to accumulate AUM. If Theia demonstrates persistent alpha from this approach, it becomes the reference case for agentic investment management.
**Thesis status:** TRACKING (not an investment target — a validation signal for the Living Capital model)
## Relationship to KB
- [[LLMs shift investment management from economies of scale to economies of edge because AI collapses the analyst labor cost that forced funds to accumulate AUM rather than generate alpha]] — Theia's core contribution to the KB
- [[internet finance generates 50 to 100 basis points of additional annual GDP growth by unlocking capital allocation to previously inaccessible assets and eliminating intermediation friction]] — Theia's macro thesis
- [[publishing investment analysis openly before raising capital inverts hedge fund secrecy because transparency attracts domain-expert LPs who can independently verify the thesis]] — Theia exemplifies this model
- [[futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires]] — Theia funded MetaDAO's legal advisory to investigate this question
---
Relevant Entities:
- [[metadao]] — largest institutional investor
- [[proph3t]] — founder of MetaDAO, primary counterparty
- [[nallok]] — MetaDAO operator, OTC trade counterparty
Topics:
- [[internet finance and decision markets]]

View file

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

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/AkLsnieYpCU2UsSqUNrbMrQNi9bvdnjxx75mZbJns9z
date: 2023-12-03
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/GPT8dFcpHfssMuULYKT9qERPY3heMoxwZHxgKgPw3TY
date: 2023-12-16
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/9ABv3Phb44BNF4VFteSi9qcWEyABdnRqkorNuNtzdh2
date: 2024-01-12
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/CF9QUBS251FnNGZHLJ4WbB2CVRi5BtqJbCqMi47NX1P
date: 2024-01-24
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/HyA2h16uPQBFjezKf77wThNGsEoesUjeQf9rFvfAy4t
date: 2024-02-05
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/US8j6iLf9GkokZbk89Bo1qnGBees5etv5sEfsfvCoZK
date: 2024-02-13
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/H59VHchVsy8UVLotZLs7YaFv2FqTH5HAeXc4Y48kxie
date: 2024-02-18
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/J7dWFgSSuMg3BNZBAKYp3AD5D2yuaaLUmyKqvxBZgHh
date: 2024-02-20
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/Dn638yPirR3e2UNNECpLNJApDhxsjhJTAv9uEd9LBVV
date: 2024-02-26
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/ELwCkHt1U9VBpUFJ7qGoVMatEwLSr1HYj9q9t8JQ1Nc
date: 2024-03-03
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

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

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/5qEyKCVyJZMFZSb3yxh6rQjqDYxASiLW7vFuuUTCYnb
date: 2024-03-19
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/BqMrwwZYdpbXNsfpcxxG2DyiQ7uuKB69PznPWZ33GrZ
date: 2024-03-26
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/HXohDRKtDcXNKnWysjyjK8S5SvBe76J5o4NdcF4jj96
date: 2024-03-28
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/BgHv9GutbnsXZLZQHqPL8BbGWwtcaRDWx82aeRMNmJb
date: 2024-05-27
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/9jAnAupCdPQCFvuAMr5ZkmxDdEKqsneurgvUnx7Az9z
date: 2024-05-30
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/BMZbX7z2zgLuq266yskeHF5BFZoaX9j3tvsZfVQ7RUY
date: 2024-06-05
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/7KkoRGyvzhvzKjxuPHjyxg77a52MeP6axyx7aywpGbd
date: 2024-06-08
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/4ztwWkz9TD5Ni9Ze6XEEj6qrPBhzdTQMfpXzZ6A8bGz
date: 2024-06-14
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/9BMRY1HBe61MJoKEd9AAW5iNQyws2vGK6vuL49oR3Az
date: 2024-06-26
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/G95shxDXSSTcgi2DTJ2h79JCefVNQPm8dFeDzx7qZ2k
date: 2024-07-01
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/Hda19mrjPxotZnnQfpAhJtxWvfC6JCXbMquohThgsd5
date: 2024-07-01
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/16ZyAyNumkJoU9GATreUzBDzfS6rmEpZnUcQTcdfJiD
date: 2024-07-01
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/xU6tQoDh3Py4MfAY3YPwKnNLt7zYDiNHv8nA1qKnxVM
date: 2024-07-09
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/BU8kQ7ECq8CJ9BHUZfYsjHFKPMGsF6oJn5d6b1tArdw
date: 2024-07-18
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/5c2XSWQ9rVPge2Umoz1yenZcAwRaQS5bC4i4w87B1WU
date: 2024-07-18
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/7AbivixQZTrgnqpmyxW2j1dd4Jyy15K3T2T7MEgfg8D
date: 2024-08-03
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/J57DcV2yQGiDpSetQHui6Piwjwsbet2ozXVPG77kTvT
date: 2024-08-14
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/AKMnVnSC8DzoZJktErtzR2QNt1ESoN8i2DdHPYuQTMG
date: 2024-08-27
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/GugKjNpirFNaaRkEStRKGJPnutptsnTA3XuCJ8nwaVt
date: 2024-08-28
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/8cnQAxS3WQXhD2eAjKSJ6wmBwaJskRZFYByMPKEhD1o
date: 2024-08-28
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/eNPP3Tm4AAyDwq9N4BwJwBzFD14KXDSVY6bhMRaBuFt
date: 2024-08-28
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/EmPUGgv2Utzuu2vgSu6GcTRAtJMox5vJeZKi95cBgfJ
date: 2024-08-28
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/2LKqzegdHrcrrRCHSuTS2fMjjJuZDfzuRKMnzPhzeD4
date: 2024-08-30
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/53EDms4zPkp4khbwBT3eXWhMALiMwssg7f5zckq22tH
date: 2024-08-31
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/8SwPfzKhaZ2SQfgfJYfeVRTXALZs2qyFj7kX1dEkd29
date: 2024-10-10
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/B82Dw1W6cfngH7BRukAyKXvXzP4T2cDsxwKYfxCftoC
date: 2024-10-22
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/A19yLRVqxvUf4cTDm6mKNKadasd7YSYDrzk6AYEyubA
date: 2024-10-22
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/Gp3ANMRTdGLPNeMGFUrzVFaodouwJSEXHbg5rFUi9ro
date: 2024-10-30
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/6LcxhHS3JvDtbS1GoQS18EgH5Pzf7AnqQpR7D4HxmWp
date: 2024-11-13
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/ApywwMrE9vkWiatZwQVU6wdvNsHrYZkhegNCV5XDZ8y
date: 2024-11-21
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/2QUxbiMkDtoKxY2u6kXuevfMsqKGtHNxMFYHVWbqRK1
date: 2024-11-25
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/FXkyJpCVADXS6YZcz1Kppax8Kgih23t6yvze7ehELJp
date: 2024-11-25
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/4gaJ8bi1gpNEx6xSSsepjVBM6GXqTDfLbiUbzXbARHW
date: 2024-12-02
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/GBQZvZAeW8xUuVV5a9FJHSyttzY5fPGuvkwLTpWLbw6
date: 2024-12-04
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/DhY2YrMde6BxiqCrqUieoKt5TYzRwf2KYE3J2RQyQc7
date: 2024-12-05
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/C2Up9wYYJM1A94fgJz17e3Xsr8jft2qYMwrR6s4ckaK
date: 2024-12-16
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/proposal/A74H61YqwsbwRczuErbUyh9kqG1A7ZbiE1W5hWZmT9f
date: 2024-12-19
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana, governance]
event_type: proposal
---

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

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

View file

@ -6,10 +6,15 @@ url: https://www.nasaspaceflight.com/2025/12/rocket-lab-2025-overview/
date: 2025-12-00
domain: space-development
secondary_domains: []
format: article
status: unprocessed
format: report
status: null-result
priority: medium
tags: [rocket-lab, neutron, medium-lift, reusability, competition, vertical-integration]
processed_by: astra
processed_date: 2025-12-15
enrichments_applied: ["SpaceX vertical integration across launch broadband and manufacturing creates compounding cost advantages that no competitor can replicate piecemeal.md", "launch cost reduction is the keystone variable that unlocks every downstream space industry at specific price thresholds.md"]
extraction_model: "anthropic/claude-sonnet-4.5"
extraction_notes: "Extracted two claims: (1) Neutron as evidence of market segmentation by payload class with distinct competitive dynamics in medium-lift vs superheavy, (2) Rocket Lab's component integration strategy as alternative to SpaceX full-stack integration. Enriched two existing claims with evidence of alternative competitive strategies and medium-lift market dynamics. Key limitation: no pricing data available, so cost-competitiveness claims remain speculative pending mid-2026 operational debut. Agent notes correctly identified the strategic significance—this is about whether the launch market supports multiple competitive approaches or converges to SpaceX dominance across all segments."
---
## Content
@ -38,3 +43,12 @@ Rocket Lab had a record-breaking 2025 with Electron launches and expanded its ve
PRIMARY CONNECTION: [[SpaceX vertical integration across launch broadband and manufacturing creates compounding cost advantages that no competitor can replicate piecemeal]]
WHY ARCHIVED: Rocket Lab's alternative competitive strategy (component integration, medium-lift niche) as evidence that the launch market supports multiple competitive approaches, not just the SpaceX flywheel
EXTRACTION HINT: Focus on market segmentation by payload class — the keystone variable (super-heavy) and the workhorse market (medium-lift) may have different competitive dynamics
## Key Facts
- Neutron: 13,000 kg to LEO (15,000 kg expendable), up to 1,500 kg to Mars/Venus
- Carbon-composite second stage qualified April 2025
- Launch Complex 3 at Wallops opened August 2025: 700-ton launch mount, 757,000-liter water tower, propellant tank farm
- First flight vehicle expected Q1 2026 for mid-2026 debut
- Neutron development initiated early 2021
- Rocket Lab is second most prolific orbital launch provider after SpaceX

View file

@ -6,10 +6,15 @@ url: https://www.nasaspaceflight.com/2026/01/starship-foundations-2026/
date: 2026-01-00
domain: space-development
secondary_domains: []
format: article
status: unprocessed
format: report
status: null-result
priority: high
tags: [starship, spacex, raptor-3, v3, reusability, launch-cost]
processed_by: astra
processed_date: 2026-03-11
enrichments_applied: ["Starship achieving routine operations at sub-100 dollars per kg is the single largest enabling condition for the entire space industrial economy.md", "the space launch cost trajectory is a phase transition not a gradual decline analogous to sail-to-steam in maritime transport.md", "Starship economics depend on cadence and reuse rate not vehicle cost because a 90M vehicle flown 100 times beats a 50M expendable by 17x.md", "launch cost reduction is the keystone variable that unlocks every downstream space industry at specific price thresholds.md"]
extraction_model: "anthropic/claude-sonnet-4.5"
extraction_notes: "Extracted 2 new claims focused on V3 capability jump and Raptor 3 maturity. Applied 4 enrichments to existing space-development claims with concrete V3 specifications and flight test results. V3 represents the largest single capability increase in Starship history and crosses the 100t payload threshold identified as enabling condition for space industrial economy. Key insight: 40,000+ seconds of Raptor 3 test time before first flight indicates mature rather than experimental technology."
---
## Content
@ -39,3 +44,12 @@ Elon Musk stated Feb 2026: "highly confident that the V3 design will achieve ful
PRIMARY CONNECTION: [[Starship achieving routine operations at sub-100 dollars per kg is the single largest enabling condition for the entire space industrial economy]]
WHY ARCHIVED: V3 represents a concrete step toward the sub-$100/kg threshold — tripling payload capacity while targeting full reusability
EXTRACTION HINT: Focus on the V3 capability jump (35t → 100t) as evidence for the phase transition framing; extract the Raptor 3 specs as evidence for cost reduction trajectory
## Key Facts
- Raptor 3: ~280 tonnes thrust per engine, ~2,425 lbs lighter than Raptor 2, 40,000+ seconds test time (March 2026)
- V3 payload: 100+ metric tonnes to LEO (vs V2's ~35t)
- Flight 12: Booster 19 (first Block 3 Super Heavy) + Ship 39 (first V3 upper stage), estimated early April 2026
- Flight 10 (Aug 2025): booster landing burn succeeded, engine issue prevented catch, ship deployed 8 Starlink simulators
- Flight 11 (Oct 2025): booster upgraded landing burn successful, ship dynamic banking maneuver successful, both splashed down
- Infrastructure: new Starship pad at KSC LC-39A, SLC-37 at Cape Canaveral approved for conversion to Starship complex with two pads

View file

@ -0,0 +1,341 @@
---
type: source
title: "Futardio: Git3 fundraise goes live"
author: "futard.io"
url: "https://www.futard.io/launch/6JSEvdUfQuo8rh3M18Wex5xmSacUuBozz9uQEgFC81pX"
date: 2026-01-01
domain: internet-finance
format: data
status: entity-data
tags: [futardio, metadao, futarchy, solana]
event_type: launch
---
## Launch Details
- Project: Git3
- Description: We're bringing Git onchain for true ownership and x402 monetization. Backed by Irys Chain.
- Funding target: $50,000.00
- Total committed: N/A
- Status: Initialized
- Launch date: 2026-01-01
- URL: https://www.futard.io/launch/6JSEvdUfQuo8rh3M18Wex5xmSacUuBozz9uQEgFC81pX
## Team / Description
# Git3 - Project Description
## Overview
Git3 is infrastructure that brings Git repositories on-chain, enabling true code ownership, censorship resistance, and monetization through the x402 protocol.
Today's code hosting is centralized and fragile. Developers risk losing access, ownership, and revenue from their own creations. Code repositories live on centralized platforms like GitHub, GitLab, and Bitbucket, where developers trust these platforms to keep their code online, preserve history, and not censor or remove it. This trust is invisible but absolute.
Git3 solves this by storing Git repositories permanently on the Irys blockchain, where each repository lives as a unique on-chain NFT. Blockchain ensures integrity, permanence, and true ownership. Developers can set clone or access prices, enabling transparent, trustless code verification and monetization.
### Vampire Attack Strategy
Git3 doesn't compete with GitHub—it extends it. Instead of asking developers to switch tools, Git3 runs invisibly through a GitHub Action that brings code on-chain instantly and effortlessly. This seamless integration allows developers to maintain their existing workflows while gaining blockchain benefits.
With Git3, developers receive:
- Permanent On-Chain Storage: Complete Git history stored on Irys blockchain with cryptographic verification
- Repository as NFT: Each repository is a unique on-chain asset with verifiable ownership
- Monetization Capabilities: Set access prices and earn from code through x402 protocol
- Agent Interoperability: Enable AI agents to interact with repositories through decentralized MCP (Model Context Protocol)
- Censorship Resistance: Code cannot be removed or censored once stored on-chain
- Transparent Verification: Trustless code integrity verification through blockchain timestamps
The long-term vision is to turn code into a new asset class—**Code as an Asset (CAA)**—unlocking a massive market opportunity in the $500B+ global developer economy, coupled with x402-driven payment rails for continuous revenue streams.
**MVP Status:** Live at https://git3.io
---
# Use of Funds
Funding will be used to accelerate product development, ecosystem growth, and infrastructure reliability.
## Monthly Burn Estimate
### Team — ~$5,000 / month
- Core engineering team (blockchain, backend, frontend)
- Product and infrastructure development
- Security engineering and audits
- Protocol development and x402 integration
### Infrastructure — ~$2,000 / month
- Irys blockchain storage and transaction costs
- Cloud compute for backend services
- Node providers and blockchain infrastructure
- GitHub Actions hosting and execution
- API infrastructure and scaling
### Marketing & Ecosystem — ~$1,000 / month
- Developer ecosystem growth and community building
- Partnerships with GitHub, GitLab, and developer platforms
- Content creation and technical documentation
- Community incentives for early adopters
- Integration partnerships with AI agent platforms
**Total Monthly Burn:** ~$8,000 / month
**Runway Target:** 5 months based on $40k funding round (10k goes to LP)
---
# Roadmap & Milestones
Git3 is being developed in three core phases, building from MVP to full ecosystem.
---
# Phase 1 — Core Infrastructure & GitHub Integration (Current Q1 2025)
**Goal:** Establish reliable on-chain Git storage with seamless GitHub integration.
### Key Deliverables
- ✅ MVP terminal interface for repository import and querying
- ✅ GitHub OAuth integration for repository access
- ✅ Web3 wallet connection via Thirdweb
- ✅ Complete Git history import to Irys blockchain
- ✅ Direct blockchain querying using `@irys/query`
- ✅ Repository tagging system for efficient data retrieval
- ✅ GitHub Actions integration for automated on-chain deployment
- ✅ File explorer and commit browsing interface
**Outcome**
Developers can import any GitHub repository to the blockchain with full history preservation, query on-chain data directly, and verify code integrity cryptographically.
**Status:** MVP Live
---
# Phase 2 — NFT Marketplace & x402 Protocol Integration (Q2Q3 2025)
**Goal:** Enable repository monetization and agent interoperability.
### Key Deliverables
- Repository NFT minting and marketplace
- x402 protocol integration for payment rails
- Access control and pricing mechanisms
- Creator fees on primary and secondary sales
- Protocol fees via x402 agent transactions
- Agent royalties distribution system
- Decentralized MCP (Model Context Protocol) foundation
- AI agent integration for code execution and verification
### Core Features
**Repository NFTs**
Each repository minted as unique NFT (similar to ENS for `.eth` domains)
**Creator Fees**
Git3 earns creator fee on each primary or secondary sale.
**Protocol Fees**
Small fee on each transaction executed through x402 agents.
**Agent Royalties**
Micro-fees collected when AI agents execute or verify code, with royalties distributed to original developers.
**Access Pricing**
Developers can set clone or access prices for their repositories.
**Outcome**
Developers can monetize their code repositories, AI agents can interact with repositories economically, and the protocol generates sustainable revenue streams.
**Target Timeline:** Q2Q3 2025
---
# Phase 3 — Ecosystem Expansion & $GIT3 Token (Q4 2025)
**Goal:** Build comprehensive ecosystem with native token and advanced features.
### Key Deliverables
- Advanced repository features (branches, pull requests on-chain)
- Multi-chain support beyond Irys
- Enhanced AI agent capabilities
- Developer SDK and API improvements
- Governance mechanisms
- Enterprise features and partnerships
**Outcome**
Git3 becomes the default infrastructure for on-chain code storage, with a thriving ecosystem of developers, agents, and users transacting through the **$GIT3 token**.
**Target Timeline:** Q4 2025
---
# Market & Differentiation
## Target Market
Git3 operates at the intersection of three rapidly growing sectors:
- Decentralized Storage & Blockchain Infrastructure
- Developer Tools & Git Infrastructure
- AI Agents & Autonomous Systems
---
# Potential Users
- Open Source Developers seeking permanent storage
- Commercial Developers wanting to monetize code
- AI Agent Developers needing access to code repositories
- Enterprises requiring immutable code storage
- Researchers needing permanent code archives
- Protocols & DAOs integrating on-chain code management
---
# Competitive Landscape
### Centralized Code Hosting
- GitHub
- GitLab
- Bitbucket
### Blockchain Storage
- Arweave
- Filecoin
These provide storage but **do not integrate Git logic or monetization**.
Git3 integrates:
- Git infrastructure
- Blockchain permanence
- NFT ownership
- Monetization
- AI agent interoperability
---
# Competitive Edge
Git3 differentiates itself through:
- **Vampire Attack Strategy** seamless GitHub integration
- **Complete Git History Storage**
- **x402 Protocol Integration**
- **Repository as NFT**
- **Irys Performance (100K+ TPS)**
- **Decentralized MCP for AI Agents**
- **Code as an Asset (CAA)**
---
# Market Opportunity
The global developer economy exceeds **$500B+**, but code hosting remains centralized and largely unmonetized.
Git3 introduces **Code as an Asset (CAA)**, enabling developers to monetize repositories and interact with AI agents economically.
---
# Revenue Potential
- Creator fees on repository NFT sales
- Protocol fees on x402 agent transactions
- Agent royalties on code execution
- $GIT3 token marketplace transactions
- Enterprise licensing and premium features
---
# Go-To-Market Strategy
Git3 grows through seamless integration rather than forcing developers to migrate.
## Developer Adoption
- GitHub Actions integration
- Technical documentation and tutorials
- Open source community engagement
- Developer conferences
- Technical blog content
---
# Community Growth
- Early Adopter Program
- Community incentives
- Technical community engagement
- Social media presence
- Content marketing
---
# Ecosystem Development
- Skills marketplace for integrations
- AI agent developer program
- Repository showcase
- Developer grants
- Hackathons
The platform aims to become the **default infrastructure layer for on-chain code storage**.
---
# Revenue Streams
## Creator Fees
Repositories minted as NFTs generate fees on primary and secondary sales.
## Protocol Fees via x402
Small fees on transactions executed through AI agents.
## Agent Royalties
Micro-fees distributed to developers when agents execute their code.
## $GIT3 Token
Used for governance, marketplace transactions, and protocol incentives.
## Enterprise & Premium Features
Advanced tools and integrations for enterprise users.
---
# Contact
Email: hi@git3.io
Twitter: @TryGit3
Website: https://git3.io
## Links
- Website: https://git3.io
- Twitter: https://x.com/TryGit3
- Telegram: https://t.me/git3io
## Raw Data
- Launch address: `6JSEvdUfQuo8rh3M18Wex5xmSacUuBozz9uQEgFC81pX`
- Token: 3xU (3xU)
- Token mint: `3xUJRRsEQLiEjTJNnRBy56AAVB2bh9ba9s3DYeVAmeta`
- Version: v0.7

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/8Nmd13rpULJjY7h6oxCfuTWy8WkZxcuDrDWiSdnViVuo"
date: 2026-01-06
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana]
event_type: launch
---

View file

@ -6,10 +6,15 @@ url: https://www.blueorigin.com/news/new-glenn-3-to-launch-ast-spacemobile-blueb
date: 2026-02-00
domain: space-development
secondary_domains: []
format: article
status: unprocessed
format: report
status: null-result
priority: high
tags: [blue-origin, new-glenn, booster-reuse, ast-spacemobile, competition, reusability]
processed_by: astra
processed_date: 2026-03-11
enrichments_applied: ["reusability without rapid turnaround and minimal refurbishment does not reduce launch costs as the Space Shuttle proved over 30 years.md", "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 one new claim on Blue Origin's rapid reuse achievement. Applied two enrichments: (1) extends the reusability thesis with new positive evidence while noting the refurbishment scope gap, (2) challenges the vertical integration necessity claim by showing focused specialization may be viable. Key tension: 3-month turnaround is impressive but without refurbishment cost data, economic validation is incomplete. This is Blue Origin's make-or-break mission for commercial credibility after a decade of development."
---
## Content
@ -35,3 +40,12 @@ Blue Origin also unveiled plans for New Glenn upgrades and new spacecraft at the
PRIMARY CONNECTION: [[reusability without rapid turnaround and minimal refurbishment does not reduce launch costs as the Space Shuttle proved over 30 years]]
WHY ARCHIVED: Tests whether Blue Origin achieves the turnaround + minimal refurbishment that the Shuttle never could — if so, strengthens the reusability thesis while weakening single-player dependency
EXTRACTION HINT: Focus on turnaround time and commercial customer (not government) as dual evidence of viable reuse economics
## Key Facts
- NG-3 mission scheduled late February 2026 from Launch Complex 36, Cape Canaveral
- Booster 'Never Tell Me The Odds' landed during NG-2 in November 2025
- Turnaround time: approximately 3 months (Nov 2025 → late Feb 2026)
- Payload: AST SpaceMobile BlueBird 7 satellite with 2,400 sq ft phased array (largest commercial phased array in LEO)
- Blue Origin investment: $14B+ from Bezos
- Blue Origin unveiled New Glenn upgrades and new spacecraft plans end of 2025

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/HT3ScC7gyo3zTn95s9jR7J3ez5u8HrRfFwD33YjMHLy3"
date: 2026-02-03
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana]
event_type: launch
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/8tUzX5dPQbkayE4FkFncdyePWP3shBQ8hvjr5HbFoS84"
date: 2026-02-17
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana]
event_type: launch
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/4WnHCy8swMZ67B1DBDdx9WUag5RP4EYUvsvqi68VoyQR"
date: 2026-02-22
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana]
event_type: launch
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/5HXtfhuf71xSZTcqp8NVANosH68qnKKuDidkFTTFHpgb"
date: 2026-02-25
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana]
event_type: launch
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/48z3txCwsHekZ7b43mPfoB3bMcZv3GpwX7B27x2PdmTA"
date: 2026-02-25
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana]
event_type: launch
---

View file

@ -8,9 +8,15 @@ date: 2026-02-25
domain: ai-alignment
secondary_domains: [teleological-economics]
format: tweet
status: unprocessed
status: processed
priority: medium
tags: [coding-agents, ai-capability, phase-transition, software-development, disruption]
processed_by: theseus
processed_date: 2026-03-11
claims_extracted: ["coding-agents-crossed-usability-threshold-december-2025-when-models-achieved-sustained-coherence-across-complex-multi-file-tasks.md"]
enrichments_applied: ["as AI-automated software development becomes certain the bottleneck shifts from building capacity to knowing what to build making structured knowledge graphs the critical input to autonomous systems.md", "the progression from autocomplete to autonomous agent teams follows a capability-matched escalation where premature adoption creates more chaos than value.md"]
extraction_model: "anthropic/claude-sonnet-4.5"
extraction_notes: "High-signal source from authoritative voice. Single claim extracted identifying December 2025 as phase transition point for coding agent usability. Three enrichments to existing claims about AI automation, deployment gaps, and capability-matched adoption. Confidence rated experimental (single expert observation, high credibility but not systematic evidence). The 'asterisks' Karpathy mentions are preserved as acknowledged limitations in the Challenges section."
---
## Content
@ -26,3 +32,9 @@ It is hard to communicate how much programming has changed due to AI in the last
**Extraction hints:** Claim candidate: coding agent capability crossed a usability threshold in December 2025, representing a phase transition not gradual improvement. Evidence: Karpathy's direct experience running agents on nanochat.
**Context:** This tweet preceded the autoresearch project by ~10 days. The 37K likes suggest massive resonance across the developer community. The "asterisks" he mentions are important qualifiers that a good extraction should preserve.
## Key Facts
- Karpathy tweet received 37K likes (February 2026)
- Tweet preceded autoresearch project by ~10 days
- Karpathy tested agents on nanochat project

View file

@ -6,8 +6,14 @@ date: 2026-02-26
tags: [rio, ai-macro, rebuttal, labor-displacement, macro-data]
linked_set: ai-intelligence-crisis-divergence-feb2026
domain: internet-finance
status: unprocessed
status: processed
claims_extracted: []
processed_by: rio
processed_date: 2026-03-10
claims_extracted: ["technological-diffusion-follows-s-curves-with-physical-compute-constraints-creating-natural-brakes-on-ai-labor-displacement.md", "engels-pause-shows-profit-wage-divergence-predates-ai-by-50-years-making-distribution-crisis-structural-not-ai-specific.md", "keynes-failed-15-hour-workweek-prediction-shows-humans-shift-preferences-toward-quality-and-novelty-creating-new-industries.md"]
enrichments_applied: ["AI labor displacement operates as a self-funding feedback loop because companies substitute AI for labor as OpEx not CapEx meaning falling aggregate demand does not slow AI adoption.md", "technology-driven deflation is categorically different from demand-driven deflation because falling production costs expand purchasing power and unlock new demand while falling demand creates contraction spirals.md", "current productivity statistics cannot distinguish AI impact from noise because measurement resolution is too low and adoption too early for macro attribution.md", "white-collar displacement has lagged but deeper consumption impact than blue-collar because top-decile earners drive disproportionate consumer spending and their savings buffers mask the damage for quarters.md"]
extraction_model: "anthropic/claude-sonnet-4.5"
extraction_notes: "Extracted 3 new claims (S-curve constraints, Engels' Pause, Keynes prediction failure) and 5 enrichments. This is the most data-driven rebuttal in the linked set. Key contribution is the S-curve/compute constraint mechanism as a natural brake on displacement, which directly challenges the self-funding feedback loop claim. Engels' Pause adds crucial historical context showing distribution failure predates AI by 50 years. Feb 2026 labor data is the most recent hard evidence in the debate and cuts both ways—either validates shock absorbers or confirms we're in the lag period before macro deterioration."
---
# Citadel Securities Rebuttal to Citrini — Frank Flight
@ -49,3 +55,10 @@ Institutional macro rebuttal using real-time data. Most data-driven response in
## Connections to Knowledge Base
- S-curve argument potentially enriches [[AI labor displacement operates as a self-funding feedback loop]] with a "natural brake" counterargument
- Engels' Pause connects to [[technology advances exponentially but coordination mechanisms evolve linearly]] — the distribution mechanism has been failing for 50 years
## Key Facts
- Software engineering demand +11% YoY in early 2026 (Citadel Securities)
- St. Louis Fed Real-Time Population Survey (Feb 2026): generative AI workplace adoption 'unexpectedly stable' with 'little evidence of imminent displacement risk'
- Profit-wage divergence began early 1970s (Engels' Pause)
- Keynes predicted 15-hour work weeks by 2030 in 1930 essay

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/8AsLQuzVHwAjiQa9pkgoPHkEy523X7gQYs9zJfMtiqi2"
date: 2026-02-26
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana]
event_type: launch
---

View file

@ -6,11 +6,16 @@ url: https://www.space.com/astroscale-space-junk-removal-2026-plan-exclusive-vid
date: 2026-03-00
domain: space-development
secondary_domains: []
format: article
status: unprocessed
format: report
status: null-result
priority: medium
tags: [debris, active-debris-removal, astroscale, governance, commons-tragedy, regulation]
flagged_for_leo: ["Debris removal threshold (~60 objects/year) as concrete commons governance benchmark — connects to Ostrom's principles"]
processed_by: astra
processed_date: 2026-03-11
enrichments_applied: ["orbital debris is a classic commons tragedy where individual launch incentives are private but collision risk is externalized to all operators.md", "space governance gaps are widening not narrowing because technology advances exponentially while institutional design advances linearly.md"]
extraction_model: "anthropic/claude-sonnet-4.5"
extraction_notes: "Extracted two claims: (1) quantified ADR threshold vs. current capability gap as concrete governance benchmark, (2) FCC/ESA regulatory tightening as evidence of governance plasticity in strong institutions. Enriched existing commons tragedy claim with quantitative threshold data and challenged governance gaps claim with evidence of regulatory adaptation. The 60 objects/year threshold is the key insight—it converts an abstract governance problem into a measurable performance target."
---
## Content
@ -39,3 +44,10 @@ Research on ADR effectiveness (Frontiers in Space Technologies, 2026):
PRIMARY CONNECTION: [[orbital debris is a classic commons tragedy where individual launch incentives are private but collision risk is externalized to all operators]]
WHY ARCHIVED: First operational ADR missions + quantified removal threshold (~60/year) provides concrete test of commons governance in space
EXTRACTION HINT: Extract the 60 objects/year threshold as a quantitative benchmark. Compare current ADR capability (~5 objects) to required rate. This is the gap between governance aspiration and operational reality.
## Key Facts
- Astroscale ELSA-M launching 2026, capable of removing multiple prepared satellites in single mission
- Astroscale COSMIC mission (UK Space Agency partnership) removing 2 defunct British spacecraft in 2026
- Astroscale U.S. Patent No. 12,234,043 B2 for distributed multi-object debris removal architecture
- FCC and ESA mandated 5-year deorbit for LEO satellites (tightened from 25-year voluntary guideline)

View file

@ -6,10 +6,15 @@ url: https://spacenews.com/china-to-debut-reusable-long-march-10-derived-rocket-
date: 2026-01-00
domain: space-development
secondary_domains: []
format: article
status: unprocessed
format: report
status: null-result
priority: high
tags: [china, long-march-10b, reusability, state-directed, competition, timeline]
processed_by: astra
processed_date: 2026-03-11
enrichments_applied: ["China is the only credible peer competitor in space with comprehensive capabilities and state-directed acceleration closing the reusability gap in 5-8 years.md"]
extraction_model: "anthropic/claude-sonnet-4.5"
extraction_notes: "Primary extraction updates the China reusability timeline claim with concrete April 2026 debut date, challenging the '5-8 year' projection. Secondary claim captures the state+commercial parallel development structure as evidence of ecosystem depth. Combined with the February 11 sea landing source (referenced in curator notes), this provides comprehensive update on China's reusable rocket progress. No cost-per-kg data available, so economic competitiveness claims remain unsubstantiated."
---
## Content
@ -42,3 +47,12 @@ The broader Chinese reusable rocket ecosystem includes:
PRIMARY CONNECTION: [[China is the only credible peer competitor in space with comprehensive capabilities and state-directed acceleration closing the reusability gap in 5-8 years]]
WHY ARCHIVED: Complements the sea landing source — provides the operational vehicle timeline and specs for China's reusable rocket program
EXTRACTION HINT: Use together with the Feb 11 sea landing source to build the case for revising the "5-8 year" timeline claim
## Key Facts
- Long March 10B first flight scheduled no earlier than April 5, 2026
- Long March 10 first stage successful controlled sea splashdown February 11, 2026
- LM-10B payload capacity: 11,000 kg to 900 km altitude at 50° inclination
- Recovery method: sea-based cable/net catching system on dedicated ship
- Long March 9 super-heavy lift first flight planned for 2033
- Chinese commercial reusable rocket companies: iSpace, Landspace, Galactic Energy

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/9MqyiXXJUAXQ1Uy5j2EV8hq21UeR3ruukWkZ1XGNhg3R"
date: 2026-03-03
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana]
event_type: launch
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/HTyjkYarxpf115vPqGXYpPpS9jFMXzLLjGNnVjEGWuBg"
date: 2026-03-03
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana]
event_type: launch
---

View file

@ -6,7 +6,7 @@ url: "https://www.futard.io/launch/5whxoTjxW4oKeSN4C8yf5JUur7pcSChkPWgmhSZQ8oD5"
date: 2026-03-03
domain: internet-finance
format: data
status: unprocessed
status: entity-data
tags: [futardio, metadao, futarchy, solana]
event_type: launch
---

Some files were not shown because too many files have changed in this diff Show more