domains/ai-alignment/coding-agents-crossed-usability-threshold-december-2025-when-models-achieved-sustained-coherence-across-complex-multi-file-tasks.md

@@ -10,12 +10,6 @@ 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"
-
-### Additional Evidence (confirm)
-*Source: [[2026-02-13-noahopinion-smartest-thing-on-earth]] | Added: 2026-03-19*
-
-Smith's observation that 'vibe coding' is now the dominant paradigm confirms that coding agents crossed from experimental to production-ready status, with the transition happening rapidly enough to be culturally notable by Feb 2026.
-
 ---
 
 # Coding agents crossed usability threshold in December 2025 when models achieved sustained coherence across complex multi-file tasks
@@ -43,3 +37,9 @@ This claim is based on one expert's direct experience rather than systematic ben
 
 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.
 
+
+### Additional Evidence (confirm)
+*Source: [[2026-02-13-noahopinion-smartest-thing-on-earth]] | Added: 2026-03-19*
+
+Smith's observation that 'vibe coding' is now the dominant paradigm confirms that coding agents crossed from experimental to production-ready status, with the transition happening rapidly enough to be culturally notable by Feb 2026.
+

domains/internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md

@@ -2,7 +2,7 @@
 type: claim
 domain: internet-finance
 description: "Eight MetaDAO ICOs from April 2025 to January 2026 raised $25.6M against $390M in committed demand, demonstrating 15x oversubscription and validating market demand for futarchy-governed capital formation"
-confidence: proven
+confidence: likely
 source: "Alea Research, MetaDAO: Fair Launches for a Misaligned Market, January 2026"
 created: 2026-03-11
 ---
@@ -80,10 +80,16 @@ Colosseum's $250,000 OTC acquisition of META at market-determined pricing (TWAP
 
 
 ### Additional Evidence (confirm)
-*Source: [[2026-03-09-pineanalytics-x-archive]] | Added: 2026-03-16*
+*Source: 2026-03-09-pineanalytics-x-archive | Added: 2026-03-16*
 
 Q4 2025 data: 8 ICOs raised $25.6M with $390M committed (15.2x oversubscription), 95% refund rate from oversubscription. $300M AMM volume generated $1.5M in fees. These metrics validate both the capital formation efficiency and the market depth supporting futarchy governance.
 
+
+### Additional Evidence (extend)
+*Source: [[2026-03-19-pineanalytics-p2p-metadao-ico-analysis]] | Added: 2026-03-19*
+
+P2P.me ICO targeting $6M at $15.5M FDV represents a stretched valuation case (182x gross profit multiple) that tests whether MetaDAO's futarchy governance can correctly filter overvalued projects. Pine Analytics identifies fundamental concerns: $82K annual gross profit, plateaued user growth since mid-2025, and 50% liquid float at TGE replicating FairScale's implicit put option structure. The outcome (pass/fail) will reveal whether community judgment overrides analyst signals based on growth optionality and tier-1 backing (Multicoin, Coinbase Ventures), or whether futarchy markets enforce valuation discipline.
+
 ---
 
 Relevant Notes:

domains/internet-finance/performance-unlocked-team-tokens-with-price-multiple-triggers-and-twap-settlement-create-long-term-alignment-without-initial-dilution.md

@@ -43,22 +43,28 @@ This structure is untested in practice. Key risks:
 
 
 ### Additional Evidence (confirm)
-*Source: [[2026-01-01-futardio-launch-mycorealms]] | Added: 2026-03-16*
+*Source: 2026-01-01-futardio-launch-mycorealms | Added: 2026-03-16*
 
 MycoRealms allocates 3M tokens (18.9% of supply) to team with zero circulating at launch, unlocking only at 2x/4x/8x/16x/32x ICO price via 3-month TWAP after 18-month cliff. Physical infrastructure project demonstrates mechanism applies beyond pure digital contexts.
 
 
 ### Additional Evidence (confirm)
-*Source: [[2026-03-04-futardio-launch-xorrabet]] | Added: 2026-03-16*
+*Source: 2026-03-04-futardio-launch-xorrabet | Added: 2026-03-16*
 
 XorraBet structured 4M team tokens (20% of supply) with five tranches unlocking at 2x, 4x, 8x, 16x, and 32x price multiples, with an 18-month cliff and 3-month TWAP evaluation. At launch, 0 team tokens circulate, and if the token never reaches 2x, the team receives nothing.
 
 
 ### Additional Evidence (confirm)
-*Source: [[2026-02-22-futardio-launch-salmon-wallet]] | Added: 2026-03-16*
+*Source: 2026-02-22-futardio-launch-salmon-wallet | Added: 2026-03-16*
 
 Salmon Wallet explicitly highlights 'Founder incentives tied to token performance — we win when you win' and 'Team unlocks are performance-gated, meaning we earn more only as Salmon grows' as core features of their MetaDAO launch structure. This confirms the mechanism is being marketed as a key differentiator to potential investors.
 
+
+### Additional Evidence (confirm)
+*Source: [[2026-03-19-pineanalytics-p2p-metadao-ico-analysis]] | Added: 2026-03-19*
+
+P2P.me implements performance-based team token unlocks at 2x-32x ICO price via 3-month TWAP, demonstrating the mechanism in a live ICO. Combined with 50% liquid float at TGE and 12-month investor lockups, this creates asymmetric alignment where team upside scales with sustained price performance rather than initial valuation.
+
 ---
 
 Relevant Notes:

inbox/queue/2026-03-19-pineanalytics-p2p-metadao-ico-analysis.md

@@ -7,9 +7,13 @@ date: 2026-03-15
 domain: internet-finance
 secondary_domains: []
 format: thread
-status: unprocessed
+status: processed
 priority: high
 tags: [metadao, ico, p2p-me, valuation, futarchy, governance, ownership-coins]
+processed_by: rio
+processed_date: 2026-03-19
+enrichments_applied: ["metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md", "performance-unlocked-team-tokens-with-price-multiple-triggers-and-twap-settlement-create-long-term-alignment-without-initial-dilution.md"]
+extraction_model: "anthropic/claude-sonnet-4.5"
 ---
 
 ## Content
@@ -59,3 +63,15 @@ Pine Analytics publishes detailed pre-launch analysis of P2P.me ahead of its Mar
 PRIMARY CONNECTION: MetaDAO empirical results show smaller participants gaining influence through futarchy
 WHY ARCHIVED: Live test of futarchy governance quality after first ICO failure; tests whether community or analyst judgment dominates in a contested valuation case
 EXTRACTION HINT: Focus on whether the ICO passes/fails relative to Pine's valuation concerns — the outcome is the evidence, not just the pre-launch analysis. Schedule a follow-up after March 26.
+
+
+## Key Facts
+- P2P.me has 23,000+ registered users as of March 2026
+- P2P.me peaked at $1.97M monthly volume in February 2026
+- P2P.me's user base is 78% concentrated in India
+- P2P.me has raised $2.33M from Multicoin Capital, Coinbase Ventures, and Alliance DAO
+- P2P.me's annual gross profit runs at approximately $82K
+- P2P.me's monthly burn rate is $175K
+- P2P.me ICO targets $6M at ~$15.5M FDV
+- P2P.me ICO scheduled for March 26, 2026
+- Pine Analytics published P2P.me analysis on March 15, 2026