fix: normalize 1,072 broken wiki-links across 604 files

Mechanical space→hyphen conversion in frontmatter references (related_claims, challenges, supports, etc.) to match actual filenames. Fixes 26.9% broken link rate found by wiki-link audit. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-21 10:20:08 +01:00 · 2026-04-21 10:20:08 +01:00 · f63eb8000a
commit f63eb8000a
parent 86a589b7df
609 changed files with 2344 additions and 1912 deletions
--- a/agents/clay/visuals/ai-humanity-01-price-of-anarchy.svg
+++ b/agents/clay/visuals/ai-humanity-01-price-of-anarchy.svg
@ -0,0 +1,100 @@
 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1200 675" width="1200" height="675">
  <defs>
    <style>
      @import url('https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@400;600;700&amp;display=swap');
      text { font-family: 'JetBrains Mono', 'IBM Plex Mono', 'Fira Code', monospace; }
    </style>
  </defs>
  <!-- Background -->
  <rect width="1200" height="675" fill="#0D1117"/>
  <!-- ========================================== -->
  <!-- AXES — clear, labeled                      -->
  <!-- ========================================== -->
  <!-- Y-axis -->
  <line x1="160" y1="80" x2="160" y2="520" stroke="#30363D" stroke-width="1"/>
  <!-- X-axis -->
  <line x1="160" y1="520" x2="1080" y2="520" stroke="#30363D" stroke-width="1"/>
  <!-- Y-axis label -->
  <text x="30" y="300" fill="#8B949E" font-size="14" font-weight="400" letter-spacing="0.06em" text-anchor="middle" transform="rotate(-90, 30, 300)">COLLECTIVE OUTCOME</text>
  <!-- X-axis label -->
  <text x="620" y="555" fill="#8B949E" font-size="14" font-weight="400" letter-spacing="0.06em" text-anchor="middle">AI CAPABILITY</text>
  <!-- X-axis arrow -->
  <polygon points="1080,520 1095,515 1095,525" fill="#30363D"/>
  <!-- ========================================== -->
  <!-- AMBER GAP FILL — strong visibility         -->
  <!-- ========================================== -->
  <path d="M 200,380
           C 320,370 480,340 620,280
           C 760,220 880,155 1020,100
           L 1020,460
           C 880,435 760,415 620,400
           C 480,388 320,383 200,380 Z"
        fill="rgba(212, 167, 44, 0.30)"/>
  <!-- ========================================== -->
  <!-- COOPERATIVE OPTIMUM (green, solid, thick)  -->
  <!-- ========================================== -->
  <path d="M 200,380
           C 320,370 480,340 620,280
           C 760,220 880,155 1020,100"
        fill="none" stroke="#3FB950" stroke-width="4" stroke-linecap="round"/>
  <!-- Endpoint label — anchored box style (omarsar0 pattern) -->
  <rect x="870" y="55" width="240" height="50" rx="4" fill="rgba(63, 185, 80, 0.10)" stroke="#3FB950" stroke-width="1"/>
  <text x="990" y="78" fill="#3FB950" font-size="16" font-weight="600" letter-spacing="0.04em" text-anchor="middle">COOPERATION</text>
  <text x="990" y="96" fill="#8B949E" font-size="11" font-weight="400" text-anchor="middle">what's achievable together</text>
  <!-- ========================================== -->
  <!-- COMPETITIVE EQUILIBRIUM (red, dashed)      -->
  <!-- ========================================== -->
  <path d="M 200,380
           C 320,383 480,388 620,400
           C 760,415 880,435 1020,460"
        fill="none" stroke="#F85149" stroke-width="3" stroke-dasharray="8,5" stroke-linecap="round"/>
  <!-- Endpoint label — anchored box style -->
  <rect x="870" y="470" width="240" height="50" rx="4" fill="rgba(248, 81, 73, 0.10)" stroke="#F85149" stroke-width="1"/>
  <text x="990" y="493" fill="#F85149" font-size="16" font-weight="600" letter-spacing="0.04em" text-anchor="middle">COMPETITION</text>
  <text x="990" y="511" fill="#8B949E" font-size="11" font-weight="400" text-anchor="middle">where self-interest lands us</text>
  <!-- ========================================== -->
  <!-- ORIGIN POINT                               -->
  <!-- ========================================== -->
  <circle cx="200" cy="380" r="6" fill="#E6EDF3"/>
  <text x="220" y="374" fill="#8B949E" font-size="12" font-weight="400">today</text>
  <!-- ========================================== -->
  <!-- PRICE OF ANARCHY — the gap, dominant label -->
  <!-- ========================================== -->
  <!-- Bracket: top tick -->
  <line x1="780" y1="195" x2="800" y2="195" stroke="#D4A72C" stroke-width="1.5"/>
  <!-- Bracket: vertical -->
  <line x1="790" y1="195" x2="790" y2="425" stroke="#D4A72C" stroke-width="1.5"/>
  <!-- Bracket: bottom tick -->
  <line x1="780" y1="425" x2="800" y2="425" stroke="#D4A72C" stroke-width="1.5"/>
  <!-- Gap label — large, prominent -->
  <text x="820" y="290" fill="#D4A72C" font-size="22" font-weight="600" letter-spacing="0.06em">PRICE OF</text>
  <text x="820" y="318" fill="#D4A72C" font-size="22" font-weight="600" letter-spacing="0.06em">ANARCHY</text>
  <text x="820" y="345" fill="#8B949E" font-size="13" font-weight="400">wasted potential</text>
  <!-- ========================================== -->
  <!-- EXPLANATORY FOOTER                         -->
  <!-- ========================================== -->
  <text x="600" y="590" fill="#8B949E" font-size="14" font-weight="400" text-anchor="middle">the gap between what's possible and what competition produces</text>
  <!-- Bottom strip -->
  <text x="60" y="650" fill="#484F58" font-size="10" font-weight="400">TELEO · as AI capability grows, the cost of failing to coordinate grows with it</text>
 </svg>
--- a/agents/clay/visuals/ai-humanity-02-moloch-trap.svg
+++ b/agents/clay/visuals/ai-humanity-02-moloch-trap.svg
@ -0,0 +1,73 @@
 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1200 675" width="1200" height="675">
  <defs>
    <style>
      @import url('https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@400;600;700&amp;display=swap');
      text { font-family: 'JetBrains Mono', 'IBM Plex Mono', 'Fira Code', monospace; }
    </style>
    <marker id="arrowRed" markerWidth="12" markerHeight="8" refX="11" refY="4" orient="auto">
      <polygon points="0 0, 12 4, 0 8" fill="#F85149"/>
    </marker>
  </defs>
  <!-- Background -->
  <rect width="1200" height="675" fill="#0D1117"/>
  <!-- Diagram title -->
  <text x="600" y="60" fill="#F85149" font-size="14" font-weight="400" letter-spacing="0.10em" text-anchor="middle">THE MOLOCH TRAP</text>
  <!-- ========================================== -->
  <!-- THREE BOXES — large, clear, readable       -->
  <!-- Triangular layout, generous sizing         -->
  <!-- ========================================== -->
  <!-- Box 1: Individual Rational Choice (top center) -->
  <rect x="380" y="100" width="340" height="120" rx="6" fill="#161B22" stroke="#484F58" stroke-width="1.5"/>
  <text x="550" y="148" fill="#E6EDF3" font-size="20" font-weight="600" letter-spacing="0.04em" text-anchor="middle">RATIONAL CHOICE</text>
  <text x="550" y="178" fill="#8B949E" font-size="14" font-weight="400" text-anchor="middle">makes sense for each actor</text>
  <!-- Box 2: Collective Bad Outcome (bottom right) -->
  <rect x="720" y="350" width="340" height="120" rx="6" fill="rgba(248, 81, 73, 0.12)" stroke="#F85149" stroke-width="1.5"/>
  <text x="890" y="398" fill="#E6EDF3" font-size="20" font-weight="600" letter-spacing="0.04em" text-anchor="middle">BAD OUTCOME</text>
  <text x="890" y="428" fill="#8B949E" font-size="14" font-weight="400" text-anchor="middle">worse for everyone</text>
  <!-- Box 3: Competitive Pressure (bottom left) -->
  <rect x="100" y="350" width="340" height="120" rx="6" fill="rgba(212, 167, 44, 0.12)" stroke="#D4A72C" stroke-width="1.5"/>
  <text x="270" y="398" fill="#E6EDF3" font-size="20" font-weight="600" letter-spacing="0.04em" text-anchor="middle">PRESSURE TO COMPETE</text>
  <text x="270" y="428" fill="#8B949E" font-size="14" font-weight="400" text-anchor="middle">can't stop or you lose</text>
  <!-- ========================================== -->
  <!-- ARROWS — solid red, thick, with labels     -->
  <!-- Labels are HORIZONTAL and LARGE            -->
  <!-- ========================================== -->
  <!-- Arrow 1: Rational Choice → Bad Outcome -->
  <path d="M 680,220 C 760,260 800,310 810,345"
        fill="none" stroke="#F85149" stroke-width="2.5" marker-end="url(#arrowRed)"/>
  <text x="768" y="270" fill="#F85149" font-size="14" font-weight="400" letter-spacing="0.03em">seems rational</text>
  <!-- Arrow 2: Bad Outcome → Pressure to Compete -->
  <path d="M 720,430 C 620,470 520,470 445,430"
        fill="none" stroke="#F85149" stroke-width="2.5" marker-end="url(#arrowRed)"/>
  <text x="540" y="502" fill="#F85149" font-size="14" font-weight="400" letter-spacing="0.03em" text-anchor="middle">produces pressure</text>
  <!-- Arrow 3: Pressure to Compete → Rational Choice -->
  <path d="M 270,345 C 280,290 350,240 375,220"
        fill="none" stroke="#F85149" stroke-width="2.5" marker-end="url(#arrowRed)"/>
  <text x="270" y="270" fill="#F85149" font-size="14" font-weight="400" letter-spacing="0.03em">reinforces</text>
  <!-- ========================================== -->
  <!-- MOLOCH — center, dominant                  -->
  <!-- ========================================== -->
  <text x="555" y="385" fill="#F85149" font-size="36" font-weight="700" letter-spacing="0.10em" text-anchor="middle" opacity="0.9">MOLOCH</text>
  <text x="555" y="412" fill="#484F58" font-size="13" font-weight="400" text-anchor="middle">no exit visible</text>
  <!-- ========================================== -->
  <!-- EXPLANATORY FOOTER                         -->
  <!-- ========================================== -->
  <text x="600" y="560" fill="#8B949E" font-size="14" font-weight="400" text-anchor="middle">each actor is rational — the system is not</text>
  <!-- Bottom strip -->
  <text x="60" y="650" fill="#484F58" font-size="10" font-weight="400">TELEO · the trap: individual rationality produces collective irrationality</text>
 </svg>
--- a/agents/clay/visuals/ai-humanity-03-coordination-exit.svg
+++ b/agents/clay/visuals/ai-humanity-03-coordination-exit.svg
@ -0,0 +1,113 @@
 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1200 675" width="1200" height="675">
  <defs>
    <style>
      @import url('https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@400;600;700&amp;display=swap');
      text { font-family: 'JetBrains Mono', 'IBM Plex Mono', 'Fira Code', monospace; }
    </style>
    <marker id="arrowGhost" markerWidth="10" markerHeight="7" refX="9" refY="3.5" orient="auto">
      <polygon points="0 0, 10 3.5, 0 7" fill="#30363D"/>
    </marker>
    <marker id="arrowPurple" markerWidth="14" markerHeight="10" refX="13" refY="5" orient="auto">
      <polygon points="0 0, 14 5, 0 10" fill="#6E46E5"/>
    </marker>
    <!-- Subtle purple glow for the coordination zone -->
    <radialGradient id="purpleGlow" cx="50%" cy="50%" r="60%">
      <stop offset="0%" stop-color="#6E46E5" stop-opacity="0.08"/>
      <stop offset="100%" stop-color="#6E46E5" stop-opacity="0"/>
    </radialGradient>
  </defs>
  <!-- Background -->
  <rect width="1200" height="675" fill="#0D1117"/>
  <!-- ========================================== -->
  <!-- FADED MOLOCH CYCLE (compact, bottom-left)  -->
  <!-- ~30% of canvas                             -->
  <!-- ========================================== -->
  <!-- Faded cycle label -->
  <text x="200" y="420" fill="#30363D" font-size="11" font-weight="400" letter-spacing="0.08em" text-anchor="middle">THE TRAP</text>
  <!-- Faded Box 1: Individual Choice (top of mini-cycle) -->
  <rect x="110" y="440" width="180" height="60" rx="4" fill="#161B22" stroke="#21262D" stroke-width="1"/>
  <text x="200" y="468" fill="#484F58" font-size="11" font-weight="400" letter-spacing="0.03em" text-anchor="middle">RATIONAL CHOICE</text>
  <text x="200" y="484" fill="#30363D" font-size="9" font-weight="400" text-anchor="middle">makes sense individually</text>
  <!-- Faded Box 2: Bad Outcome (bottom-right of mini-cycle) -->
  <rect x="310" y="530" width="180" height="60" rx="4" fill="#161B22" stroke="#21262D" stroke-width="1"/>
  <text x="400" y="558" fill="#484F58" font-size="11" font-weight="400" letter-spacing="0.03em" text-anchor="middle">BAD OUTCOME</text>
  <text x="400" y="574" fill="#30363D" font-size="9" font-weight="400" text-anchor="middle">worse for everyone</text>
  <!-- Faded Box 3: Competitive Pressure (bottom-left of mini-cycle) -->
  <rect x="110" y="530" width="180" height="60" rx="4" fill="#161B22" stroke="#21262D" stroke-width="1"/>
  <text x="200" y="558" fill="#484F58" font-size="11" font-weight="400" letter-spacing="0.03em" text-anchor="middle">PRESSURE</text>
  <text x="200" y="574" fill="#30363D" font-size="9" font-weight="400" text-anchor="middle">can't stop or you lose</text>
  <!-- Faded cycle arrows -->
  <path d="M 290,480 C 320,500 330,520 315,530" fill="none" stroke="#30363D" stroke-width="1" stroke-dasharray="3,3" marker-end="url(#arrowGhost)"/>
  <path d="M 310,560 L 295,560" fill="none" stroke="#30363D" stroke-width="1" stroke-dasharray="3,3" marker-end="url(#arrowGhost)"/>
  <path d="M 200,530 L 200,505" fill="none" stroke="#30363D" stroke-width="1" stroke-dasharray="3,3" marker-end="url(#arrowGhost)"/>
  <!-- MOLOCH label in center of faded cycle -->
  <text x="270" y="525" fill="#30363D" font-size="16" font-weight="600" letter-spacing="0.08em" text-anchor="middle">MOLOCH</text>
  <!-- ========================================== -->
  <!-- BREAKOUT — dramatic sweep                  -->
  <!-- ========================================== -->
  <!-- Purple breakout arrow — sweeping curve from cycle to coordination zone -->
  <path d="M 400,525 C 480,480 540,350 600,260"
        fill="none" stroke="#6E46E5" stroke-width="4" marker-end="url(#arrowPurple)"/>
  <!-- "EXIT" label on the breakout arrow -->
  <text x="530" y="370" fill="#6E46E5" font-size="18" font-weight="600" letter-spacing="0.08em">EXIT</text>
  <!-- ========================================== -->
  <!-- COORDINATION ZONE (dominant, right+upper)  -->
  <!-- ~60% of canvas                             -->
  <!-- ========================================== -->
  <!-- Purple ambient glow -->
  <ellipse cx="780" cy="280" rx="380" ry="250" fill="url(#purpleGlow)"/>
  <!-- Coordination mechanism — main box -->
  <rect x="530" y="60" width="580" height="220" rx="8" fill="rgba(110, 70, 229, 0.08)" stroke="#6E46E5" stroke-width="2"/>
  <!-- Section label -->
  <text x="820" y="100" fill="#6E46E5" font-size="14" font-weight="400" letter-spacing="0.08em" text-anchor="middle">COORDINATION MECHANISM</text>
  <!-- Three pillars — horizontal row of sub-boxes -->
  <rect x="560" y="120" width="160" height="70" rx="4" fill="rgba(110, 70, 229, 0.10)" stroke="#6E46E5" stroke-width="1" opacity="0.6"/>
  <text x="640" y="152" fill="#E6EDF3" font-size="14" font-weight="400" text-anchor="middle">aligned</text>
  <text x="640" y="172" fill="#E6EDF3" font-size="14" font-weight="400" text-anchor="middle">incentives</text>
  <rect x="740" y="120" width="160" height="70" rx="4" fill="rgba(110, 70, 229, 0.10)" stroke="#6E46E5" stroke-width="1" opacity="0.6"/>
  <text x="820" y="152" fill="#E6EDF3" font-size="14" font-weight="400" text-anchor="middle">shared</text>
  <text x="820" y="172" fill="#E6EDF3" font-size="14" font-weight="400" text-anchor="middle">intelligence</text>
  <rect x="920" y="120" width="160" height="70" rx="4" fill="rgba(110, 70, 229, 0.10)" stroke="#6E46E5" stroke-width="1" opacity="0.6"/>
  <text x="1000" y="152" fill="#E6EDF3" font-size="14" font-weight="400" text-anchor="middle">priced</text>
  <text x="1000" y="172" fill="#E6EDF3" font-size="14" font-weight="400" text-anchor="middle">outcomes</text>
  <!-- Down arrow from mechanism to flourishing -->
  <line x1="820" y1="280" x2="820" y2="310" stroke="#6E46E5" stroke-width="2" opacity="0.5"/>
  <polygon points="813,310 820,322 827,310" fill="#6E46E5" opacity="0.5"/>
  <!-- COLLECTIVE FLOURISHING — the destination, dominant -->
  <rect x="600" y="210" width="440" height="65" rx="6" fill="rgba(110, 70, 229, 0.20)" stroke="#6E46E5" stroke-width="1.5"/>
  <text x="820" y="250" fill="#FFFFFF" font-size="22" font-weight="600" letter-spacing="0.06em" text-anchor="middle">COLLECTIVE FLOURISHING</text>
  <!-- Outcome descriptions below the main zone -->
  <text x="680" y="340" fill="#8B949E" font-size="13" font-weight="400">everyone is better off</text>
  <text x="680" y="362" fill="#8B949E" font-size="13" font-weight="400">and the system is sustainable</text>
  <!-- ========================================== -->
  <!-- CONTRAST LABELS — left vs right            -->
  <!-- ========================================== -->
  <text x="200" y="635" fill="#30363D" font-size="12" font-weight="400" letter-spacing="0.05em" text-anchor="middle">where competition traps us</text>
  <text x="820" y="635" fill="#6E46E5" font-size="12" font-weight="400" letter-spacing="0.05em" text-anchor="middle">where coordination takes us</text>
  <!-- Bottom strip -->
  <text x="60" y="660" fill="#6E46E5" font-size="10" font-weight="400">TELEO · this is what we're building</text>
 </svg>
--- a/core/contribution-architecture.md
+++ b/core/contribution-architecture.md
@ -6,9 +6,9 @@ confidence: likely
 source: "Leo, original architecture with Cory-approved weight calibration"
 created: 2026-03-26
 related:
- contributor guide
+- contributor-guide
 reweave_edges:
- contributor guide|related|2026-04-18
+- contributor-guide|related|2026-04-18
 ---
 # Contribution Scoring & Attribution Architecture
--- a/core/grand-strategy/LivingIPs
+++ b/core/grand-strategy/LivingIPs
@ -6,9 +6,9 @@ created: 2026-02-28
 confidence: likely
 source: "LivingIP Master Plan"
 related:
- the fanchise engagement ladder from content to co ownership is a domain general pattern for converting passive users into active stakeholders that applies beyond entertainment to investment communities and knowledge collectives
+- the fanchise engagement ladder from content to co-ownership is a domain-general pattern for converting passive users into active stakeholders that applies beyond entertainment to investment communities and knowledge collectives
 reweave_edges:
- the fanchise engagement ladder from content to co ownership is a domain general pattern for converting passive users into active stakeholders that applies beyond entertainment to investment communities and knowledge collectives|related|2026-04-20
+- the fanchise engagement ladder from content to co-ownership is a domain-general pattern for converting passive users into active stakeholders that applies beyond entertainment to investment communities and knowledge collectives|related|2026-04-20
 ---
 # LivingIPs user acquisition leverages X for 80 percent of distribution because network effects are pre-built and contributors get ownership for analysis they already produce
--- a/core/grand-strategy/common
+++ b/core/grand-strategy/common
@ -7,9 +7,9 @@ confidence: likely
 source: "John Lewis Gaddis 'On Grand Strategy' 2018"
 tradition: "Grand strategy, organizational theory"
 related:
- fitness landscape ruggedness determines whether adaptive systems find good solutions because smooth landscapes reward hill climbing while rugged landscapes trap agents in local optima and require exploration or recombination to escape
+- fitness landscape ruggedness determines whether adaptive systems find good solutions because smooth landscapes reward hill-climbing while rugged landscapes trap agents in local optima and require exploration or recombination to escape
 reweave_edges:
- fitness landscape ruggedness determines whether adaptive systems find good solutions because smooth landscapes reward hill climbing while rugged landscapes trap agents in local optima and require exploration or recombination to escape|related|2026-04-18
+- fitness landscape ruggedness determines whether adaptive systems find good solutions because smooth landscapes reward hill-climbing while rugged landscapes trap agents in local optima and require exploration or recombination to escape|related|2026-04-18
 ---
 # common sense is like oxygen it thins at altitude because power insulates leaders from the feedback loops that maintain good judgment
--- a/core/grand-strategy/early-conviction
+++ b/core/grand-strategy/early-conviction
@ -11,11 +11,11 @@ depends_on:
 - fanchise management is a stack of increasing fan engagement from content extensions through co-creation and co-ownership
 - community ownership accelerates growth through aligned evangelism not passive holding
 supports:
- access friction functions as a natural conviction filter in token launches because process difficulty selects for genuine believers while price friction selects for wealthy speculators
+- access-friction-functions-as-a-natural-conviction-filter-in-token-launches-because-process-difficulty-selects-for-genuine-believers-while-price-friction-selects-for-wealthy-speculators
- Community anchored in genuine engagement sustains economic value through market cycles while speculation-anchored communities collapse
+- community-anchored-in-genuine-engagement-sustains-economic-value-through-market-cycles-while-speculation-anchored-communities-collapse
 reweave_edges:
- access friction functions as a natural conviction filter in token launches because process difficulty selects for genuine believers while price friction selects for wealthy speculators|supports|2026-04-04
+- access-friction-functions-as-a-natural-conviction-filter-in-token-launches-because-process-difficulty-selects-for-genuine-believers-while-price-friction-selects-for-wealthy-speculators|supports|2026-04-04
- Community anchored in genuine engagement sustains economic value through market cycles while speculation-anchored communities collapse|supports|2026-04-17
+- community-anchored-in-genuine-engagement-sustains-economic-value-through-market-cycles-while-speculation-anchored-communities-collapse|supports|2026-04-17
 ---
 # early-conviction pricing is an unsolved mechanism design problem because systems that reward early believers attract extractive speculators while systems that prevent speculation penalize genuine supporters
--- a/core/grand-strategy/giving
+++ b/core/grand-strategy/giving
@ -9,18 +9,18 @@ confidence: likely
 source: "leo, cross-domain synthesis from Clay's entertainment attractor state derivation and Rio's Living Capital business model claims"
 created: 2026-03-06
 depends_on:
- "[['the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership']]"
+- "[[the media attractor state is community-filtered IP with AI-collapsed production costs where content becomes a loss leader for the scarce complements of fandom community and ownership]]"
- "[['giving away the intelligence layer to capture value on capital flow is the business model because domain expertise is the distribution mechanism not the revenue source']]"
+- "[[giving away the intelligence layer to capture value on capital flow is the business model because domain expertise is the distribution mechanism not the revenue source]]"
- "[['when profits disappear at one layer of a value chain they emerge at an adjacent layer through the conservation of attractive profits']]"
+- "[[when profits disappear at one layer of a value chain they emerge at an adjacent layer through the conservation of attractive profits]]"
- "[['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']]"
+- "[[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]]"
 related:
- a creators accumulated knowledge graph not content library is the defensible moat in AI abundant content markets
+- a-creators-accumulated-knowledge-graph-not-content-library-is-the-defensible-moat-in-AI-abundant-content-markets
- content serving commercial functions can simultaneously serve meaning functions when revenue model rewards relationship depth
+- content-serving-commercial-functions-can-simultaneously-serve-meaning-functions-when-revenue-model-rewards-relationship-depth
- the fanchise engagement ladder from content to co ownership is a domain general pattern for converting passive users into active stakeholders that applies beyond entertainment to investment communities and knowledge collectives
+- the fanchise engagement ladder from content to co-ownership is a domain-general pattern for converting passive users into active stakeholders that applies beyond entertainment to investment communities and knowledge collectives
 reweave_edges:
- a creators accumulated knowledge graph not content library is the defensible moat in AI abundant content markets|related|2026-04-04
+- a-creators-accumulated-knowledge-graph-not-content-library-is-the-defensible-moat-in-AI-abundant-content-markets|related|2026-04-04
- content serving commercial functions can simultaneously serve meaning functions when revenue model rewards relationship depth|related|2026-04-04
+- content-serving-commercial-functions-can-simultaneously-serve-meaning-functions-when-revenue-model-rewards-relationship-depth|related|2026-04-04
- the fanchise engagement ladder from content to co ownership is a domain general pattern for converting passive users into active stakeholders that applies beyond entertainment to investment communities and knowledge collectives|related|2026-04-20
+- the fanchise engagement ladder from content to co-ownership is a domain-general pattern for converting passive users into active stakeholders that applies beyond entertainment to investment communities and knowledge collectives|related|2026-04-20
 ---
 # giving away the commoditized layer to capture value on the scarce complement is the shared mechanism driving both entertainment and internet finance attractor states
--- a/core/living-agents/Git-traced
+++ b/core/living-agents/Git-traced
@ -8,9 +8,9 @@ source: "Boardy AI conversation with Cory, March 2026"
 confidence: likely
 tradition: "AI development, startup messaging, version control as governance"
 related:
- iterative agent self improvement produces compounding capability gains when evaluation is structurally separated from generation
+- iterative agent self-improvement produces compounding capability gains when evaluation is structurally separated from generation
 reweave_edges:
- iterative agent self improvement produces compounding capability gains when evaluation is structurally separated from generation|related|2026-03-28
+- iterative agent self-improvement produces compounding capability gains when evaluation is structurally separated from generation|related|2026-03-28
 ---
 # Git-traced agent evolution with human-in-the-loop evals replaces recursive self-improvement as credible framing for iterative AI development
--- a/core/living-agents/adversarial
+++ b/core/living-agents/adversarial
@ -6,12 +6,12 @@ confidence: likely
 source: "Teleo collective operational evidence — 43 PRs reviewed through adversarial process (2026-02 to 2026-03)"
 created: 2026-03-07
 related:
- agent mediated knowledge bases are structurally novel because they combine atomic claims adversarial multi agent evaluation and persistent knowledge graphs which Wikipedia Community Notes and prediction markets each partially implement but none combine
+- agent-mediated knowledge bases are structurally novel because they combine atomic claims adversarial multi-agent evaluation and persistent knowledge graphs which Wikipedia Community Notes and prediction markets each partially implement but none combine
 reweave_edges:
- agent mediated knowledge bases are structurally novel because they combine atomic claims adversarial multi agent evaluation and persistent knowledge graphs which Wikipedia Community Notes and prediction markets each partially implement but none combine|related|2026-04-04
+- agent-mediated knowledge bases are structurally novel because they combine atomic claims adversarial multi-agent evaluation and persistent knowledge graphs which Wikipedia Community Notes and prediction markets each partially implement but none combine|related|2026-04-04
- cryptographic agent trust ratings enable meta monitoring of AI feedback systems because persistent auditable reputation scores detect degrading review quality before it causes knowledge base corruption|supports|2026-04-19
+- cryptographic agent trust ratings enable meta-monitoring of AI feedback systems because persistent auditable reputation scores detect degrading review quality before it causes knowledge base corruption|supports|2026-04-19
 supports:
- cryptographic agent trust ratings enable meta monitoring of AI feedback systems because persistent auditable reputation scores detect degrading review quality before it causes knowledge base corruption
+- cryptographic agent trust ratings enable meta-monitoring of AI feedback systems because persistent auditable reputation scores detect degrading review quality before it causes knowledge base corruption
 ---
 # Adversarial PR review produces higher quality knowledge than self-review because separated proposer and evaluator roles catch errors that the originating agent cannot see
--- a/core/living-agents/agent
+++ b/core/living-agents/agent
@ -6,9 +6,9 @@ created: 2026-03-03
 confidence: speculative
 source: "Strategy session journal, March 2026"
 related:
- cryptographic stake weighted trust enables autonomous agent coordination in objectively verifiable domains because agentrank adapts pagerank to computational contribution
+- cryptographic-stake-weighted-trust-enables-autonomous-agent-coordination-in-objectively-verifiable-domains-because-agentrank-adapts-pagerank-to-computational-contribution
 reweave_edges:
- cryptographic stake weighted trust enables autonomous agent coordination in objectively verifiable domains because agentrank adapts pagerank to computational contribution|related|2026-04-18
+- cryptographic-stake-weighted-trust-enables-autonomous-agent-coordination-in-objectively-verifiable-domains-because-agentrank-adapts-pagerank-to-computational-contribution|related|2026-04-18
 ---
 # agent token price relative to NAV governs agent behavior through a simulated annealing mechanism where market volatility maps to exploration and market confidence maps to exploitation
--- a/core/living-agents/all
+++ b/core/living-agents/all
@ -6,14 +6,14 @@ confidence: likely
 source: "Teleo collective operational evidence — all 5 active agents on Claude, 0 cross-model reviews in 44 PRs"
 created: 2026-03-07
 related:
- agent mediated knowledge bases are structurally novel because they combine atomic claims adversarial multi agent evaluation and persistent knowledge graphs which Wikipedia Community Notes and prediction markets each partially implement but none combine
+- agent-mediated knowledge bases are structurally novel because they combine atomic claims adversarial multi-agent evaluation and persistent knowledge graphs which Wikipedia Community Notes and prediction markets each partially implement but none combine
- evaluation and optimization have opposite model diversity optima because evaluation benefits from cross family diversity while optimization benefits from same family reasoning pattern alignment
+- evaluation and optimization have opposite model-diversity optima because evaluation benefits from cross-family diversity while optimization benefits from same-family reasoning pattern alignment
 reweave_edges:
- agent mediated knowledge bases are structurally novel because they combine atomic claims adversarial multi agent evaluation and persistent knowledge graphs which Wikipedia Community Notes and prediction markets each partially implement but none combine|related|2026-04-04
+- agent-mediated knowledge bases are structurally novel because they combine atomic claims adversarial multi-agent evaluation and persistent knowledge graphs which Wikipedia Community Notes and prediction markets each partially implement but none combine|related|2026-04-04
- evaluation and optimization have opposite model diversity optima because evaluation benefits from cross family diversity while optimization benefits from same family reasoning pattern alignment|related|2026-04-06
+- evaluation and optimization have opposite model-diversity optima because evaluation benefits from cross-family diversity while optimization benefits from same-family reasoning pattern alignment|related|2026-04-06
- human contributors structurally correct for correlated AI blind spots because external evaluators provide orthogonal error distributions that no same family model can replicate|supports|2026-04-18
+- human contributors structurally correct for correlated AI blind spots because external evaluators provide orthogonal error distributions that no same-family model can replicate|supports|2026-04-18
 supports:
- human contributors structurally correct for correlated AI blind spots because external evaluators provide orthogonal error distributions that no same family model can replicate
+- human contributors structurally correct for correlated AI blind spots because external evaluators provide orthogonal error distributions that no same-family model can replicate
 ---
 # All agents running the same model family creates correlated blind spots that adversarial review cannot catch because the evaluator shares the proposer's training biases
--- a/core/living-agents/anthropomorphizing
+++ b/core/living-agents/anthropomorphizing
@ -9,11 +9,11 @@ source: "Boardy AI case study, February 2026; broader AI agent marketing pattern
 confidence: likely
 tradition: "AI safety, startup marketing, technology hype cycles"
 related:
- AI personas emerge from pre training data as a spectrum of humanlike motivations rather than developing monomaniacal goals which makes AI behavior more unpredictable but less catastrophically focused than instrumental convergence predicts
+- AI personas emerge from pre-training data as a spectrum of humanlike motivations rather than developing monomaniacal goals which makes AI behavior more unpredictable but less catastrophically focused than instrumental convergence predicts
- AI generated persuasive content matches human effectiveness at belief change eliminating the authenticity premium
+- AI-generated-persuasive-content-matches-human-effectiveness-at-belief-change-eliminating-the-authenticity-premium
 reweave_edges:
- AI personas emerge from pre training data as a spectrum of humanlike motivations rather than developing monomaniacal goals which makes AI behavior more unpredictable but less catastrophically focused than instrumental convergence predicts|related|2026-03-28
+- AI personas emerge from pre-training data as a spectrum of humanlike motivations rather than developing monomaniacal goals which makes AI behavior more unpredictable but less catastrophically focused than instrumental convergence predicts|related|2026-03-28
- AI generated persuasive content matches human effectiveness at belief change eliminating the authenticity premium|related|2026-03-28
+- AI-generated-persuasive-content-matches-human-effectiveness-at-belief-change-eliminating-the-authenticity-premium|related|2026-03-28
 ---
 # anthropomorphizing AI agents to claim autonomous action creates credibility debt that compounds until a crisis forces public reckoning
--- a/core/living-agents/collective
+++ b/core/living-agents/collective
@ -6,9 +6,9 @@ confidence: experimental
 source: "Vida foundations audit (March 2026), collective-intelligence research (Woolley 2010, Pentland 2014)"
 created: 2026-03-08
 supports:
- agent integration health is diagnosed by synapse activity not individual output because a well connected agent with moderate output contributes more than a prolific isolate
+- agent integration health is diagnosed by synapse activity not individual output because a well-connected agent with moderate output contributes more than a prolific isolate
 reweave_edges:
- agent integration health is diagnosed by synapse activity not individual output because a well connected agent with moderate output contributes more than a prolific isolate|supports|2026-04-04
+- agent integration health is diagnosed by synapse activity not individual output because a well-connected agent with moderate output contributes more than a prolific isolate|supports|2026-04-04
 - the collective is ready for a new agent when demand signals cluster in unowned territory and existing agents repeatedly route questions they cannot answer|related|2026-04-20
 related:
 - the collective is ready for a new agent when demand signals cluster in unowned territory and existing agents repeatedly route questions they cannot answer
--- a/core/living-agents/community
+++ b/core/living-agents/community
@ -7,9 +7,9 @@ source: "MetaDAO Launchpad"
 confidence: likely
 tradition: "mechanism design, network effects, token economics"
 supports:
- Community anchored in genuine engagement sustains economic value through market cycles while speculation-anchored communities collapse
+- community-anchored-in-genuine-engagement-sustains-economic-value-through-market-cycles-while-speculation-anchored-communities-collapse
 reweave_edges:
- Community anchored in genuine engagement sustains economic value through market cycles while speculation-anchored communities collapse|supports|2026-04-17
+- community-anchored-in-genuine-engagement-sustains-economic-value-through-market-cycles-while-speculation-anchored-communities-collapse|supports|2026-04-17
 - Ownership coins with target markets create intelligence accelerant through capital deployment feedback because real investment outcomes generate learning loops that pure information-processing agents cannot access|related|2026-04-19
 related:
 - Ownership coins with target markets create intelligence accelerant through capital deployment feedback because real investment outcomes generate learning loops that pure information-processing agents cannot access
--- a/core/living-agents/domain
+++ b/core/living-agents/domain
@ -6,9 +6,9 @@ confidence: experimental
 source: "Teleo collective operational evidence — 5 domain agents, 1 synthesizer, 4 synthesis batches across 43 PRs"
 created: 2026-03-07
 related:
- agent integration health is diagnosed by synapse activity not individual output because a well connected agent with moderate output contributes more than a prolific isolate
+- agent integration health is diagnosed by synapse activity not individual output because a well-connected agent with moderate output contributes more than a prolific isolate
 reweave_edges:
- agent integration health is diagnosed by synapse activity not individual output because a well connected agent with moderate output contributes more than a prolific isolate|related|2026-04-04
+- agent integration health is diagnosed by synapse activity not individual output because a well-connected agent with moderate output contributes more than a prolific isolate|related|2026-04-04
 ---
 # Domain specialization with cross-domain synthesis produces better collective intelligence than generalist agents because specialists build deeper knowledge while a dedicated synthesizer finds connections they cannot see from within their territory
--- a/core/living-agents/human-in-the-loop
+++ b/core/living-agents/human-in-the-loop
@ -9,9 +9,9 @@ supports:
 - approval fatigue drives agent architecture toward structural safety because humans cannot meaningfully evaluate 100 permission requests per hour
 reweave_edges:
 - approval fatigue drives agent architecture toward structural safety because humans cannot meaningfully evaluate 100 permission requests per hour|supports|2026-04-03
- structurally separating proposer and reviewer agents across independent accounts with branch protection enforcement implements architectural separation that prompt level rules cannot achieve|related|2026-04-19
+- structurally separating proposer and reviewer agents across independent accounts with branch protection enforcement implements architectural separation that prompt-level rules cannot achieve|related|2026-04-19
 related:
- structurally separating proposer and reviewer agents across independent accounts with branch protection enforcement implements architectural separation that prompt level rules cannot achieve
+- structurally separating proposer and reviewer agents across independent accounts with branch protection enforcement implements architectural separation that prompt-level rules cannot achieve
 ---
 # Human-in-the-loop at the architectural level means humans set direction and approve structure while agents handle extraction synthesis and routine evaluation
--- a/core/living-agents/the
+++ b/core/living-agents/the
@ -6,9 +6,9 @@ confidence: experimental
 source: "Vida agent directory design (March 2026), biological growth and differentiation analogy"
 created: 2026-03-08
 related:
- agent integration health is diagnosed by synapse activity not individual output because a well connected agent with moderate output contributes more than a prolific isolate
+- agent integration health is diagnosed by synapse activity not individual output because a well-connected agent with moderate output contributes more than a prolific isolate
 reweave_edges:
- agent integration health is diagnosed by synapse activity not individual output because a well connected agent with moderate output contributes more than a prolific isolate|related|2026-04-04
+- agent integration health is diagnosed by synapse activity not individual output because a well-connected agent with moderate output contributes more than a prolific isolate|related|2026-04-04
 ---
 # the collective is ready for a new agent when demand signals cluster in unowned territory and existing agents repeatedly route questions they cannot answer
--- a/core/living-agents/wiki-link
+++ b/core/living-agents/wiki-link
@ -6,15 +6,15 @@ confidence: experimental
 source: "Teleo collective operational evidence — belief files cite 3+ claims, positions cite beliefs, wiki links connect the graph"
 created: 2026-03-07
 related:
- graph traversal through curated wiki links replicates spreading activation from cognitive science because progressive disclosure implements decay based context loading and queries evolve during search through the berrypicking effect
+- graph traversal through curated wiki links replicates spreading activation from cognitive science because progressive disclosure implements decay-based context loading and queries evolve during search through the berrypicking effect
 - undiscovered public knowledge exists as implicit connections across disconnected research domains and systematic graph traversal can surface hypotheses that no individual researcher has formulated
 - collective knowledge health is measurable through five vital signs that detect degradation before it becomes visible in output quality
- contributor guide
+- contributor-guide
 reweave_edges:
- graph traversal through curated wiki links replicates spreading activation from cognitive science because progressive disclosure implements decay based context loading and queries evolve during search through the berrypicking effect|related|2026-04-03
+- graph traversal through curated wiki links replicates spreading activation from cognitive science because progressive disclosure implements decay-based context loading and queries evolve during search through the berrypicking effect|related|2026-04-03
 - undiscovered public knowledge exists as implicit connections across disconnected research domains and systematic graph traversal can surface hypotheses that no individual researcher has formulated|related|2026-04-07
 - collective knowledge health is measurable through five vital signs that detect degradation before it becomes visible in output quality|related|2026-04-18
- contributor guide|related|2026-04-18
+- contributor-guide|related|2026-04-18
 ---
 # Wiki-link graphs create auditable reasoning chains because every belief must cite claims and every position must cite beliefs making the path from evidence to conclusion traversable
--- a/core/living-capital/expert
+++ b/core/living-capital/expert
@ -7,9 +7,9 @@ confidence: experimental
 source: "Numerai, Augur, UMA, EigenLayer, a16z cryptoeconomics, STAKESURE, Feb 2026"
 tradition: "Mechanism design"
 related:
- Protocol-specific first-loss staking creates stronger DeFi insurance underwriting incentives than socialized coverage pools because stakers bear concentrated losses on protocols they select
+- protocol-specific-first-loss-staking-creates-stronger-defi-insurance-underwriting-incentives-than-socialized-coverage-pools-because-stakers-bear-concentrated-losses-on-protocols-they-select
 reweave_edges:
- Protocol-specific first-loss staking creates stronger DeFi insurance underwriting incentives than socialized coverage pools because stakers bear concentrated losses on protocols they select|related|2026-04-19
+- protocol-specific-first-loss-staking-creates-stronger-defi-insurance-underwriting-incentives-than-socialized-coverage-pools-because-stakers-bear-concentrated-losses-on-protocols-they-select|related|2026-04-19
 ---
 # expert staking in Living Capital uses Numerai-style bounded burns for performance and escalating dispute bonds for fraud creating accountability without deterring participation
--- a/core/living-capital/futarchy-governed
+++ b/core/living-capital/futarchy-governed
@ -6,9 +6,9 @@ created: 2026-03-05
 confidence: experimental
 source: "SEC Report on The DAO (2017), Howey test framework, MetaDAO ecosystem analysis, Seedplex regulatory analysis, March 2026"
 challenges:
- Permissioned futarchy ICOs are securities at launch regardless of governance mechanism because team effort dominates early value creation
+- permissioned-futarchy-icos-are-securities-at-launch-regardless-of-governance-mechanism-because-team-effort-dominates-early-value-creation
 reweave_edges:
- Permissioned futarchy ICOs are securities at launch regardless of governance mechanism because team effort dominates early value creation|challenges|2026-04-19
+- permissioned-futarchy-icos-are-securities-at-launch-regardless-of-governance-mechanism-because-team-effort-dominates-early-value-creation|challenges|2026-04-19
 ---
 # futarchy-governed entities are structurally not securities because prediction market participation replaces the concentrated promoter effort that the Howey test requires
--- a/core/living-capital/token
+++ b/core/living-capital/token
@ -6,9 +6,9 @@ created: 2026-02-16
 confidence: experimental
 source: "Living Capital"
 related:
- governance first capital second sequencing prevents token capture of protocol development because early capital injection selects for financialized governance participants
+- governance-first-capital-second-sequencing-prevents-token-capture-of-protocol-development-because-early-capital-injection-selects-for-financialized-governance-participants
 reweave_edges:
- governance first capital second sequencing prevents token capture of protocol development because early capital injection selects for financialized governance participants|related|2026-04-18
+- governance-first-capital-second-sequencing-prevents-token-capture-of-protocol-development-because-early-capital-injection-selects-for-financialized-governance-participants|related|2026-04-18
 ---
 # token economics replacing management fees and carried interest creates natural meritocracy in investment governance
--- a/core/mechanisms/MetaDAO
+++ b/core/mechanisms/MetaDAO
@ -6,11 +6,11 @@ created: 2026-03-04
 confidence: likely
 source: "MetaDAO Terms of Service, Founder/Operator Legal Pack, inbox research files, web research"
 related:
- Futarchy Labs
+- futarchy-labs
- Delphi Digital
+- delphi-digital
 reweave_edges:
- Futarchy Labs|related|2026-04-18
+- futarchy-labs|related|2026-04-18
- Delphi Digital|related|2026-04-19
+- delphi-digital|related|2026-04-19
 ---
 # 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
--- a/core/mechanisms/MetaDAOs
+++ b/core/mechanisms/MetaDAOs
@ -6,9 +6,9 @@ created: 2026-02-16
 confidence: proven
 source: "Governance - Meritocratic Voting + Futarchy"
 related:
- Futarchy governance quality degrades on low-salience operational decisions because thin markets lack trader participation
+- futarchy-governance-quality-degrades-on-low-salience-operational-decisions-because-thin-markets-lack-trader-participation
 reweave_edges:
- Futarchy governance quality degrades on low-salience operational decisions because thin markets lack trader participation|related|2026-04-19
+- futarchy-governance-quality-degrades-on-low-salience-operational-decisions-because-thin-markets-lack-trader-participation|related|2026-04-19
 ---
 # MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions
--- a/core/mechanisms/agents
+++ b/core/mechanisms/agents
@ -6,9 +6,9 @@ created: 2026-03-03
 confidence: experimental
 source: "Strategy session journal, March 2026"
 related:
- cryptographic stake weighted trust enables autonomous agent coordination in objectively verifiable domains because agentrank adapts pagerank to computational contribution
+- cryptographic-stake-weighted-trust-enables-autonomous-agent-coordination-in-objectively-verifiable-domains-because-agentrank-adapts-pagerank-to-computational-contribution
 reweave_edges:
- cryptographic stake weighted trust enables autonomous agent coordination in objectively verifiable domains because agentrank adapts pagerank to computational contribution|related|2026-04-18
+- cryptographic-stake-weighted-trust-enables-autonomous-agent-coordination-in-objectively-verifiable-domains-because-agentrank-adapts-pagerank-to-computational-contribution|related|2026-04-18
 ---
 # agents create dozens of proposals but only those attracting minimum stake become live futarchic decisions creating a permissionless attention market for capital formation
--- a/core/mechanisms/futarchy
+++ b/core/mechanisms/futarchy
@ -9,13 +9,13 @@ tradition: "futarchy, behavioral economics, market microstructure"
 related:
 - Is futarchy's low participation in uncontested decisions efficient disuse or a sign of structural adoption barriers?
 - Futarchy requires quantifiable exogenous KPIs as a deployment constraint because most DAO proposals lack measurable objectives
- Futarchy governance overhead increases decision friction because every significant action requires conditional market consensus preventing fast pivots
+- futarchy-governance-overhead-increases-decision-friction-because-every-significant-action-requires-conditional-market-consensus-preventing-fast-pivots
- Futarchy governance quality degrades on low-salience operational decisions because thin markets lack trader participation
+- futarchy-governance-quality-degrades-on-low-salience-operational-decisions-because-thin-markets-lack-trader-participation
 reweave_edges:
 - Is futarchy's low participation in uncontested decisions efficient disuse or a sign of structural adoption barriers?|related|2026-04-18
 - Futarchy requires quantifiable exogenous KPIs as a deployment constraint because most DAO proposals lack measurable objectives|related|2026-04-18
- Futarchy governance overhead increases decision friction because every significant action requires conditional market consensus preventing fast pivots|related|2026-04-19
+- futarchy-governance-overhead-increases-decision-friction-because-every-significant-action-requires-conditional-market-consensus-preventing-fast-pivots|related|2026-04-19
- Futarchy governance quality degrades on low-salience operational decisions because thin markets lack trader participation|related|2026-04-19
+- futarchy-governance-quality-degrades-on-low-salience-operational-decisions-because-thin-markets-lack-trader-participation|related|2026-04-19
 ---
 Futarchy faces three concrete adoption barriers that compound to limit participation: token price psychology, proposal creation difficulty, and liquidity requirements. These aren't theoretical concerns but observed friction in MetaDAO's implementation.
--- a/core/mechanisms/futarchy
+++ b/core/mechanisms/futarchy
@ -7,10 +7,10 @@ source: "MetaDAO Launchpad"
 confidence: likely
 tradition: "futarchy, DAO governance, mechanism design"
 related:
- Futarchy conditional markets aggregate information through financial stake not voting participation
+- futarchy-conditional-markets-aggregate-information-through-financial-stake-not-voting-participation
 - Futarchy network effects emerge from governance lock-in not brand because conditional market treasury governance creates switching costs
 reweave_edges:
- Futarchy conditional markets aggregate information through financial stake not voting participation|related|2026-04-19
+- futarchy-conditional-markets-aggregate-information-through-financial-stake-not-voting-participation|related|2026-04-19
 - Futarchy network effects emerge from governance lock-in not brand because conditional market treasury governance creates switching costs|related|2026-04-19
 ---
--- a/core/mechanisms/futarchy
+++ b/core/mechanisms/futarchy
@ -7,10 +7,10 @@ confidence: likely
 source: "Governance - Meritocratic Voting + Futarchy"
 related:
 - AI agent futarchy governance eliminates organizational overhead through mechanism substitution because market-governed decision-making replaces committee structures that require human coordination costs
- Futarchy conditional markets aggregate information through financial stake not voting participation
+- futarchy-conditional-markets-aggregate-information-through-financial-stake-not-voting-participation
 reweave_edges:
 - AI agent futarchy governance eliminates organizational overhead through mechanism substitution because market-governed decision-making replaces committee structures that require human coordination costs|related|2026-04-19
- Futarchy conditional markets aggregate information through financial stake not voting participation|related|2026-04-19
+- futarchy-conditional-markets-aggregate-information-through-financial-stake-not-voting-participation|related|2026-04-19
 ---
 # futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs
--- a/core/mechanisms/token
+++ b/core/mechanisms/token
@ -7,9 +7,9 @@ source: "Heavey, Futarchy as Trustless Joint Ownership (2024)"
 confidence: proven
 tradition: "futarchy, mechanism design, DAO governance"
 related:
- dao event perks as governance incentives create plutocratic access structures that may reduce rather than increase participation
+- dao-event-perks-as-governance-incentives-create-plutocratic-access-structures-that-may-reduce-rather-than-increase-participation
 reweave_edges:
- dao event perks as governance incentives create plutocratic access structures that may reduce rather than increase participation|related|2026-04-18
+- dao-event-perks-as-governance-incentives-create-plutocratic-access-structures-that-may-reduce-rather-than-increase-participation|related|2026-04-18
 ---
 The fundamental defect of token voting DAOs is that governance tokens are only useful if you command voting majority, and unlike equity shares they entitle minority holders to nothing. There is no internal mechanism preventing majorities from raiding treasuries and distributing assets only among themselves. Wholesale looting is not uncommon—Serum had multiple incidents, the CKS Mango raid remains unresolved, and the Uniswap DeFi Education Fund granted $20M based on a short forum post with no argument for token value accretion.
--- a/decisions/internet-finance/areal-futardio-fundraise.md
+++ b/decisions/internet-finance/areal-futardio-fundraise.md
@ -16,13 +16,13 @@ tracked_by: rio
 created: 2026-03-24
 source_archive: "inbox/archive/2026-03-05-futardio-launch-areal-finance.md"
 related:
- areal proposes unified rwa liquidity through index token aggregating yield across project tokens
+- areal-proposes-unified-rwa-liquidity-through-index-token-aggregating-yield-across-project-tokens
- areal targets smb rwa tokenization as underserved market versus equity and large financial instruments
+- areal-targets-smb-rwa-tokenization-as-underserved-market-versus-equity-and-large-financial-instruments
 - "{'Cloak': 'Futardio ICO Launch'}"
 - "Cloak: Futardio ICO Launch"
 reweave_edges:
- areal proposes unified rwa liquidity through index token aggregating yield across project tokens|related|2026-04-04
+- areal-proposes-unified-rwa-liquidity-through-index-token-aggregating-yield-across-project-tokens|related|2026-04-04
- areal targets smb rwa tokenization as underserved market versus equity and large financial instruments|related|2026-04-04
+- areal-targets-smb-rwa-tokenization-as-underserved-market-versus-equity-and-large-financial-instruments|related|2026-04-04
 - "{'Cloak': 'Futardio ICO Launch|related|2026-04-17'}"
 - "{'Cloak': 'Futardio ICO Launch|related|2026-04-18'}"
 - "Cloak: Futardio ICO Launch|related|2026-04-19"
--- a/decisions/internet-finance/coal-establish-development-fund.md
+++ b/decisions/internet-finance/coal-establish-development-fund.md
@ -16,9 +16,9 @@ tracked_by: rio
 created: 2026-03-11
 source_archive: "inbox/archive/2024-12-05-futardio-proposal-establish-development-fund.md"
 related:
- "Coal: Cut emissions by 50%?"
+- "coal-cut-emissions-by-50"
- "coal: Let's get Futarded"
+- "coal-lets-get-futarded"
- "COAL: Meta-PoW: The ORE Treasury Protocol"
+- "coal-meta-pow-the-ore-treasury-protocol"
 reweave_edges:
 - "Coal: Cut emissions by 50%?|related|2026-04-19"
 - "coal: Let's get Futarded|related|2026-04-19"
--- a/decisions/internet-finance/coal-lets-get-futarded.md
+++ b/decisions/internet-finance/coal-lets-get-futarded.md
@ -26,8 +26,8 @@ key_metrics:
    proposal_length: "3 days"
 source_archive: "inbox/archive/2025-10-15-futardio-proposal-lets-get-futarded.md"
 related:
- "Coal: Cut emissions by 50%?"
+- "coal-cut-emissions-by-50"
- "COAL: Meta-PoW: The ORE Treasury Protocol"
+- "coal-meta-pow-the-ore-treasury-protocol"
 reweave_edges:
 - "Coal: Cut emissions by 50%?|related|2026-04-19"
 - "COAL: Meta-PoW: The ORE Treasury Protocol|related|2026-04-19"
--- a/decisions/internet-finance/coal-meta-pow-the-ore-treasury-protocol.md
+++ b/decisions/internet-finance/coal-meta-pow-the-ore-treasury-protocol.md
@ -17,7 +17,7 @@ created: 2026-03-11
 source_archive: "inbox/archive/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol.md"
 related:
 - "{'coal': \"Let's get Futarded\"}"
- "coal: Let's get Futarded"
+- "coal-lets-get-futarded"
 reweave_edges:
 - "{'coal': \"Let's get Futarded|related|2026-04-18\"}"
 - "coal: Let's get Futarded|related|2026-04-19"
--- a/decisions/internet-finance/deans-list-approve-treasury-management.md
+++ b/decisions/internet-finance/deans-list-approve-treasury-management.md
@ -20,7 +20,7 @@ supports:
 - "IslandDAO: Treasury Proposal (Dean's List Proposal)"
 related:
 - "{\"Dean's List\": 'Update Liquidity Fee Structure'}"
- "Dean's List: Update Liquidity Fee Structure"
+- "deans-list-update-liquidity-fee-structure"
 reweave_edges:
 - "{\"Dean's List\": 'Update Liquidity Fee Structure|related|2026-04-18'}"
 - "{'IslandDAO': \"Treasury Proposal (Dean's List Proposal)|supports|2026-04-18\"}"
--- a/decisions/internet-finance/deans-list-enhancing-economic-model.md
+++ b/decisions/internet-finance/deans-list-enhancing-economic-model.md
@ -23,7 +23,7 @@ related:
 - "{'IslandDAO': \"Treasury Proposal (Dean's List Proposal)\"}"
 - "IslandDAO: Implement 3-Week Vesting for DAO Payments"
 - "IslandDAO: Reward the University of Waterloo Blockchain Club with 1 Million $DEAN Tokens"
- "Dean's List: Update Liquidity Fee Structure"
+- "deans-list-update-liquidity-fee-structure"
 reweave_edges:
 - "{\"Dean's List\": 'Approve Treasury De-Risking Strategy|related|2026-04-18'}"
 - "{'IslandDAO': 'Implement 3-Week Vesting for DAO Payments|related|2026-04-18'}"
--- a/decisions/internet-finance/deans-list-fund-website-redesign.md
+++ b/decisions/internet-finance/deans-list-fund-website-redesign.md
@ -34,7 +34,7 @@ related:
 - "IslandDAO: Enhancing The Dean's List DAO Economic Model"
 - "IslandDAO: Reward the University of Waterloo Blockchain Club with 1 Million $DEAN Tokens"
 - "Dean's List: ThailandDAO Event Promotion to Boost Governance Engagement"
- "Dean's List: Update Liquidity Fee Structure"
+- "deans-list-update-liquidity-fee-structure"
 reweave_edges:
 - "{'IslandDAO': \"Enhancing The Dean's List DAO Economic Model|related|2026-04-18\"}"
 - "{'IslandDAO': 'Reward the University of Waterloo Blockchain Club with 1 Million $DEAN Tokens|related|2026-04-18'}"
--- a/decisions/internet-finance/deans-list-implement-3-week-vesting.md
+++ b/decisions/internet-finance/deans-list-implement-3-week-vesting.md
@ -47,8 +47,8 @@ Demonstrates futarchy-governed treasury operations addressing sell pressure dyna
 ## Relationship to KB
 - [[deans-list]] - treasury governance decision
- [[time-based-token-vesting-is-hedgeable-making-standard-lockups-meaningless-as-alignment-mechanisms-because-investors-can-short-sell-to-neutralize-lockup-exposure-while-appearing-locked]] - vesting as sell pressure management
+- [[time-based token vesting is hedgeable making standard lockups meaningless as alignment mechanisms because investors can short-sell to neutralize lockup exposure while appearing locked]] - vesting as sell pressure management
- [[futarchy-adoption-faces-friction-from-token-price-psychology-proposal-complexity-and-liquidity-requirements]] - proposal complexity example
+- [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]] - proposal complexity example
 ## Full Proposal Text
--- a/decisions/internet-finance/deans-list-reward-waterloo-blockchain-club.md
+++ b/decisions/internet-finance/deans-list-reward-waterloo-blockchain-club.md
@ -18,7 +18,7 @@ source_archive: "inbox/archive/2024-06-08-futardio-proposal-reward-the-universit
 related:
 - "{\"Dean's List\": 'Fund Website Redesign'}"
 - "{\"Dean's List\": 'ThailandDAO Event Promotion to Boost Governance Engagement'}"
- "Dean's List: Fund Website Redesign"
+- "deans-list-fund-website-redesign"
 - "Dean's List: ThailandDAO Event Promotion to Boost Governance Engagement"
 reweave_edges:
 - "{\"Dean's List\": 'Fund Website Redesign|related|2026-04-18'}"
--- a/decisions/internet-finance/deans-list-thailanddao-event-promotion.md
+++ b/decisions/internet-finance/deans-list-thailanddao-event-promotion.md
@ -27,14 +27,14 @@ tracked_by: rio
 created: 2026-03-11
 source_archive: "inbox/archive/2024-06-22-futardio-proposal-thailanddao-event-promotion-to-boost-deans-list-dao-engageme.md"
 supports:
- dao event perks as governance incentives create plutocratic access structures that may reduce rather than increase participation
+- dao-event-perks-as-governance-incentives-create-plutocratic-access-structures-that-may-reduce-rather-than-increase-participation
 related:
 - "{\"Dean's List\": 'Fund Website Redesign'}"
 - "{'IslandDAO': 'Reward the University of Waterloo Blockchain Club with 1 Million $DEAN Tokens'}"
- "Dean's List: Fund Website Redesign"
+- "deans-list-fund-website-redesign"
 - "IslandDAO: Reward the University of Waterloo Blockchain Club with 1 Million $DEAN Tokens"
 reweave_edges:
- dao event perks as governance incentives create plutocratic access structures that may reduce rather than increase participation|supports|2026-04-18
+- dao-event-perks-as-governance-incentives-create-plutocratic-access-structures-that-may-reduce-rather-than-increase-participation|supports|2026-04-18
 - "{\"Dean's List\": 'Fund Website Redesign|related|2026-04-18'}"
 - "{'IslandDAO': 'Reward the University of Waterloo Blockchain Club with 1 Million $DEAN Tokens|related|2026-04-18'}"
 - "Dean's List: Fund Website Redesign|related|2026-04-19"
--- a/decisions/internet-finance/digifrens-futardio-fundraise.md
+++ b/decisions/internet-finance/digifrens-futardio-fundraise.md
@ -21,13 +21,13 @@ key_metrics:
  duration: "1 day"
 source_archive: "inbox/archive/2026-03-03-futardio-launch-digifrens.md"
 related:
- "{'Git3': 'Futardio Fundraise'}"
+- "git3-futardio-fundraise"
- MILO AI Agent
+- milo-ai-agent
- "Git3: Futardio Fundraise"
+- "git3-futardio-fundraise"
- "RunBookAI: Futardio Fundraise"
+- "runbookai-futardio-fundraise"
 reweave_edges:
- "{'Git3': 'Futardio Fundraise|related|2026-04-18'}"
+- "git3-futardio-fundraise|related|2026-04-18'}"
- MILO AI Agent|related|2026-04-18
+- milo-ai-agent|related|2026-04-18
 - "Git3: Futardio Fundraise|related|2026-04-19"
 - "RunBookAI: Futardio Fundraise|related|2026-04-19"
 ---
--- a/decisions/internet-finance/drift-ai-agent-grants-program.md
+++ b/decisions/internet-finance/drift-ai-agent-grants-program.md
@ -16,15 +16,15 @@ tracked_by: rio
 created: 2026-03-11
 source_archive: "inbox/archive/2024-12-19-futardio-proposal-allocate-50000-drift-to-fund-the-drift-ai-agent-request-for.md"
 related:
- "{'Drift': 'Fund The Drift Superteam Earn Creator Competition'}"
+- "drift-fund-the-drift-superteam-earn-creator-competition"
- "{'Drift': 'Fund The Drift Working Group?'}"
+- "drift-fund-the-drift-working-group"
 - "{'Drift': 'Initialize the Drift Foundation Grant Program'}"
- "Drift: Fund The Drift Superteam Earn Creator Competition"
+- "drift-fund-the-drift-superteam-earn-creator-competition"
- "Drift: Fund The Drift Working Group?"
+- "drift-fund-the-drift-working-group"
 - "Drift: Initialize the Drift Foundation Grant Program"
 reweave_edges:
- "{'Drift': 'Fund The Drift Superteam Earn Creator Competition|related|2026-04-18'}"
+- "drift-fund-the-drift-superteam-earn-creator-competition|related|2026-04-18'}"
- "{'Drift': 'Fund The Drift Working Group?|related|2026-04-18'}"
+- "drift-fund-the-drift-working-group|related|2026-04-18'}"
 - "{'Drift': 'Initialize the Drift Foundation Grant Program|related|2026-04-18'}"
 - "Drift: Fund The Drift Superteam Earn Creator Competition|related|2026-04-19"
 - "Drift: Fund The Drift Working Group?|related|2026-04-19"
--- a/decisions/internet-finance/drift-fund-the-drift-working-group.md
+++ b/decisions/internet-finance/drift-fund-the-drift-working-group.md
@ -18,16 +18,16 @@ source_archive: "inbox/archive/2025-02-13-futardio-proposal-fund-the-drift-worki
 related:
 - "{'Drift': 'Allocate 50,000 DRIFT to fund the Drift AI Agent request for grant'}"
 - "{'Drift': 'Fund Artemis Labs Data and Analytics Dashboards'}"
- "{'Drift': 'Fund The Drift Superteam Earn Creator Competition'}"
+- "drift-fund-the-drift-superteam-earn-creator-competition"
 - "{'Drift': 'Initialize the Drift Foundation Grant Program'}"
 - "Drift: Allocate 50,000 DRIFT to fund the Drift AI Agent request for grant"
 - "Drift: Fund Artemis Labs Data and Analytics Dashboards"
- "Drift: Fund The Drift Superteam Earn Creator Competition"
+- "drift-fund-the-drift-superteam-earn-creator-competition"
 - "Drift: Initialize the Drift Foundation Grant Program"
 reweave_edges:
 - "{'Drift': 'Allocate 50,000 DRIFT to fund the Drift AI Agent request for grant|related|2026-04-18'}"
 - "{'Drift': 'Fund Artemis Labs Data and Analytics Dashboards|related|2026-04-18'}"
- "{'Drift': 'Fund The Drift Superteam Earn Creator Competition|related|2026-04-18'}"
+- "drift-fund-the-drift-superteam-earn-creator-competition|related|2026-04-18'}"
 - "{'Drift': 'Initialize the Drift Foundation Grant Program|related|2026-04-18'}"
 - "Drift: Allocate 50,000 DRIFT to fund the Drift AI Agent request for grant|related|2026-04-19"
 - "Drift: Fund Artemis Labs Data and Analytics Dashboards|related|2026-04-19"
--- a/decisions/internet-finance/drift-futarchy-proposal-welcome-the-futarchs.md
+++ b/decisions/internet-finance/drift-futarchy-proposal-welcome-the-futarchs.md
@ -16,27 +16,27 @@ tracked_by: rio
 created: 2026-03-11
 source_archive: "inbox/archive/2024-05-30-futardio-proposal-drift-futarchy-proposal-welcome-the-futarchs.md"
 supports:
- futarchy incentive programs use multisig execution groups as discretionary override
+- futarchy-incentive-programs-use-multisig-execution-groups-as-discretionary-override
- futarchy retroactive rewards bootstrap participation through endowment effect
+- futarchy-retroactive-rewards-bootstrap-participation-through-endowment-effect
 related:
 - "{'Drift': 'Allocate 50,000 DRIFT to fund the Drift AI Agent request for grant'}"
 - "{'Drift': 'Fund Artemis Labs Data and Analytics Dashboards'}"
- "{'Drift': 'Fund The Drift Superteam Earn Creator Competition'}"
+- "drift-fund-the-drift-superteam-earn-creator-competition"
- "{'Drift': 'Fund The Drift Working Group?'}"
+- "drift-fund-the-drift-working-group"
 - "{'Drift': 'Initialize the Drift Foundation Grant Program'}"
- "{'Drift': 'Prioritize Listing META?'}"
+- "drift-prioritize-listing-meta"
- futarchy proposer incentives require delayed vesting to prevent gaming
+- futarchy-proposer-incentives-require-delayed-vesting-to-prevent-gaming
 - "Drift: Allocate 50,000 DRIFT to fund the Drift AI Agent request for grant"
 reweave_edges:
 - "{'Drift': 'Allocate 50,000 DRIFT to fund the Drift AI Agent request for grant|related|2026-04-18'}"
 - "{'Drift': 'Fund Artemis Labs Data and Analytics Dashboards|related|2026-04-18'}"
- "{'Drift': 'Fund The Drift Superteam Earn Creator Competition|related|2026-04-18'}"
+- "drift-fund-the-drift-superteam-earn-creator-competition|related|2026-04-18'}"
- "{'Drift': 'Fund The Drift Working Group?|related|2026-04-18'}"
+- "drift-fund-the-drift-working-group|related|2026-04-18'}"
 - "{'Drift': 'Initialize the Drift Foundation Grant Program|related|2026-04-18'}"
- "{'Drift': 'Prioritize Listing META?|related|2026-04-18'}"
+- "drift-prioritize-listing-meta|related|2026-04-18'}"
- futarchy incentive programs use multisig execution groups as discretionary override|supports|2026-04-18
+- futarchy-incentive-programs-use-multisig-execution-groups-as-discretionary-override|supports|2026-04-18
- futarchy proposer incentives require delayed vesting to prevent gaming|related|2026-04-18
+- futarchy-proposer-incentives-require-delayed-vesting-to-prevent-gaming|related|2026-04-18
- futarchy retroactive rewards bootstrap participation through endowment effect|supports|2026-04-18
+- futarchy-retroactive-rewards-bootstrap-participation-through-endowment-effect|supports|2026-04-18
 - "Drift: Allocate 50,000 DRIFT to fund the Drift AI Agent request for grant|related|2026-04-19"
 ---
--- a/decisions/internet-finance/drift-initialize-foundation-grant-program.md
+++ b/decisions/internet-finance/drift-initialize-foundation-grant-program.md
@ -18,14 +18,14 @@ source_archive: "inbox/archive/2024-07-09-futardio-proposal-initialize-the-drift
 related:
 - "{'Drift': 'Allocate 50,000 DRIFT to fund the Drift AI Agent request for grant'}"
 - "{'Drift': 'Fund Artemis Labs Data and Analytics Dashboards'}"
- "{'Drift': 'Fund The Drift Working Group?'}"
+- "drift-fund-the-drift-working-group"
 - "Drift: Allocate 50,000 DRIFT to fund the Drift AI Agent request for grant"
 - "Drift: Fund Artemis Labs Data and Analytics Dashboards"
- "Drift: Fund The Drift Working Group?"
+- "drift-fund-the-drift-working-group"
 reweave_edges:
 - "{'Drift': 'Allocate 50,000 DRIFT to fund the Drift AI Agent request for grant|related|2026-04-18'}"
 - "{'Drift': 'Fund Artemis Labs Data and Analytics Dashboards|related|2026-04-18'}"
- "{'Drift': 'Fund The Drift Working Group?|related|2026-04-18'}"
+- "drift-fund-the-drift-working-group|related|2026-04-18'}"
 - "Drift: Allocate 50,000 DRIFT to fund the Drift AI Agent request for grant|related|2026-04-19"
 - "Drift: Fund Artemis Labs Data and Analytics Dashboards|related|2026-04-19"
 - "Drift: Fund The Drift Working Group?|related|2026-04-19"
--- a/decisions/internet-finance/futarchy-arena-futardio-fundraise.md
+++ b/decisions/internet-finance/futarchy-arena-futardio-fundraise.md
@ -16,14 +16,14 @@ tracked_by: rio
 created: 2026-03-24
 source_archive: "inbox/archive/2026-03-04-futardio-launch-futarchy-arena.md"
 related:
- "{'Hurupay': 'Futardio Fundraise'}"
+- "hurupay-futardio-fundraise"
 - "{'NFA.space': 'Futardio ICO Launch'}"
- "Hurupay: Futardio Fundraise"
+- "hurupay-futardio-fundraise"
 - "NFA.space: Futardio ICO Launch"
 - "Send Arcade: Futardio ICO Launch"
 - "TriDash: Futardio ICO Launch"
 reweave_edges:
- "{'Hurupay': 'Futardio Fundraise|related|2026-04-18'}"
+- "hurupay-futardio-fundraise|related|2026-04-18'}"
 - "{'NFA.space': 'Futardio ICO Launch|related|2026-04-18'}"
 - "Hurupay: Futardio Fundraise|related|2026-04-19"
 - "NFA.space: Futardio ICO Launch|related|2026-04-19"
--- a/decisions/internet-finance/futardio-cult-launch.md
+++ b/decisions/internet-finance/futardio-cult-launch.md
@ -16,18 +16,18 @@ tracked_by: rio
 created: 2026-03-24
 source_archive: "inbox/archive/2026-03-03-futardio-launch-futardio-cult.md"
 related:
- "{'Avici': 'Futardio Launch'}"
+- "avici-futardio-launch"
 - "{'Futarchy Arena': 'Futardio ICO Launch'}"
 - "{'Loyal': 'Futardio ICO Launch'}"
 - "{'MycoRealms': 'Futardio ICO Launch'}"
- "Avici: Futardio Launch"
+- "avici-futardio-launch"
 - "Futarchy Arena: Futardio ICO Launch"
 - "Loyal: Futardio ICO Launch"
 - "MycoRealms: Futardio ICO Launch"
- seyf futardio fundraise raised 200 against 300000 target signaling near zero market traction for ai native wallet concept
+- seyf-futardio-fundraise-raised-200-against-300000-target-signaling-near-zero-market-traction-for-ai-native-wallet-concept
 reweave_edges:
- "{'Avici': 'Futardio Launch|related|2026-04-17'}"
+- "avici-futardio-launch|related|2026-04-17'}"
- "{'Avici': 'Futardio Launch|related|2026-04-18'}"
+- "avici-futardio-launch|related|2026-04-18'}"
 - "{'Futarchy Arena': 'Futardio ICO Launch|related|2026-04-18'}"
 - "{'Loyal': 'Futardio ICO Launch|related|2026-04-18'}"
 - "{'MycoRealms': 'Futardio ICO Launch|related|2026-04-18'}"
@ -35,7 +35,7 @@ reweave_edges:
 - "Futarchy Arena: Futardio ICO Launch|related|2026-04-19"
 - "Loyal: Futardio ICO Launch|related|2026-04-19"
 - "MycoRealms: Futardio ICO Launch|related|2026-04-19"
- seyf futardio fundraise raised 200 against 300000 target signaling near zero market traction for ai native wallet concept|related|2026-04-19
+- seyf-futardio-fundraise-raised-200-against-300000-target-signaling-near-zero-market-traction-for-ai-native-wallet-concept|related|2026-04-19
 ---
 # Futardio Cult: Futardio Launch
--- a/decisions/internet-finance/futardio-fund-rug-bounty-program.md
+++ b/decisions/internet-finance/futardio-fund-rug-bounty-program.md
@ -22,14 +22,14 @@ related:
 - "{'FutureDAO': 'Initiate Liquidity Farming for $FUTURE on Raydium'}"
 - "Futardio: Approve Budget for Pre-Governance Hackathon Development"
 - "FutureDAO: Initiate Liquidity Farming for $FUTURE on Raydium"
- token migration projected revenue assumes linear adoption without accounting for market saturation or competitive dynamics
+- token-migration-projected-revenue-assumes-linear-adoption-without-accounting-for-market-saturation-or-competitive-dynamics
 reweave_edges:
 - "{'Futardio': 'Approve Budget for Pre-Governance Hackathon Development|related|2026-04-18'}"
 - FutureDAO|supports|2026-04-18
 - "{'FutureDAO': 'Initiate Liquidity Farming for $FUTURE on Raydium|related|2026-04-18'}"
 - "Futardio: Approve Budget for Pre-Governance Hackathon Development|related|2026-04-19"
 - "FutureDAO: Initiate Liquidity Farming for $FUTURE on Raydium|related|2026-04-19"
- token migration projected revenue assumes linear adoption without accounting for market saturation or competitive dynamics|related|2026-04-20
+- token-migration-projected-revenue-assumes-linear-adoption-without-accounting-for-market-saturation-or-competitive-dynamics|related|2026-04-20
 ---
 # FutureDAO: Fund the Rug Bounty Program
--- a/decisions/internet-finance/futardio-proposal-1.md
+++ b/decisions/internet-finance/futardio-proposal-1.md
@ -16,7 +16,7 @@ tracked_by: rio
 created: 2026-03-11
 source_archive: "inbox/archive/2024-05-27-futardio-proposal-proposal-1.md"
 related:
- "Test DAO: Testing indexer changes"
+- "test-dao-testing-indexer-changes"
 reweave_edges:
 - "Test DAO: Testing indexer changes|related|2026-04-19"
 ---
--- a/decisions/internet-finance/futuredao-initiate-liquidity-farming-raydium.md
+++ b/decisions/internet-finance/futuredao-initiate-liquidity-farming-raydium.md
@ -16,9 +16,9 @@ tracked_by: rio
 created: 2026-03-11
 source_archive: "inbox/archive/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium.md"
 supports:
- raydium liquidity farming follows standard pattern of 1 percent token allocation 7 to 90 day duration and clmm pool architecture
+- raydium-liquidity-farming-follows-standard-pattern-of-1-percent-token-allocation-7-to-90-day-duration-and-clmm-pool-architecture
 reweave_edges:
- raydium liquidity farming follows standard pattern of 1 percent token allocation 7 to 90 day duration and clmm pool architecture|supports|2026-04-19
+- raydium-liquidity-farming-follows-standard-pattern-of-1-percent-token-allocation-7-to-90-day-duration-and-clmm-pool-architecture|supports|2026-04-19
 ---
 # FutureDAO: Initiate Liquidity Farming for $FUTURE on Raydium
--- a/decisions/internet-finance/insert-coin-labs-futardio-fundraise.md
+++ b/decisions/internet-finance/insert-coin-labs-futardio-fundraise.md
@ -24,12 +24,12 @@ key_metrics:
  runway_months: 10
 source_archive: "inbox/archive/2026-03-05-futardio-launch-insert-coin-labs.md"
 related:
- Quantum Waffle
+- quantum-waffle
- "RunBookAI: Futardio Fundraise"
+- "runbookai-futardio-fundraise"
 - "Send Arcade: Futardio ICO Launch"
 - xpmaxxer
 reweave_edges:
- Quantum Waffle|related|2026-04-19
+- quantum-waffle|related|2026-04-19
 - "RunBookAI: Futardio Fundraise|related|2026-04-19"
 - "Send Arcade: Futardio ICO Launch|related|2026-04-19"
 - xpmaxxer|related|2026-04-20
--- a/decisions/internet-finance/islanddao-treasury-proposal.md
+++ b/decisions/internet-finance/islanddao-treasury-proposal.md
@ -28,7 +28,7 @@ related:
 - "{\"Dean's List\": 'Approve Treasury De-Risking Strategy'}"
 - "{\"Dean's List\": 'Fund Website Redesign'}"
 - "Dean's List: Approve Treasury De-Risking Strategy"
- "Dean's List: Fund Website Redesign"
+- "deans-list-fund-website-redesign"
 reweave_edges:
 - "{\"Dean's List\": 'Approve Treasury De-Risking Strategy|related|2026-04-18'}"
 - "{'IslandDAO': \"Enhancing The Dean's List DAO Economic Model|supports|2026-04-18\"}"
--- a/decisions/internet-finance/launchpet-futardio-fundraise.md
+++ b/decisions/internet-finance/launchpet-futardio-fundraise.md
@ -16,13 +16,13 @@ tracked_by: rio
 created: 2026-03-24
 source_archive: "inbox/archive/2026-03-05-futardio-launch-launchpet.md"
 related:
- algorithm driven social feeds create attention to liquidity conversion in meme token markets
+- algorithm-driven-social-feeds-create-attention-to-liquidity-conversion-in-meme-token-markets
- prosocial fee allocation in crypto platforms functions as a retention mechanism by attaching charitable identity to speculative trading
+- prosocial-fee-allocation-in-crypto-platforms-functions-as-a-retention-mechanism-by-attaching-charitable-identity-to-speculative-trading
 - PURR
 - "SizeMatters: Futardio ICO Launch"
 reweave_edges:
- algorithm driven social feeds create attention to liquidity conversion in meme token markets|related|2026-04-04
+- algorithm-driven-social-feeds-create-attention-to-liquidity-conversion-in-meme-token-markets|related|2026-04-04
- prosocial fee allocation in crypto platforms functions as a retention mechanism by attaching charitable identity to speculative trading|related|2026-04-19
+- prosocial-fee-allocation-in-crypto-platforms-functions-as-a-retention-mechanism-by-attaching-charitable-identity-to-speculative-trading|related|2026-04-19
 - PURR|related|2026-04-19
 - "SizeMatters: Futardio ICO Launch|related|2026-04-19"
 ---
--- a/decisions/internet-finance/lobsterfutarchy-futardio-fundraise.md
+++ b/decisions/internet-finance/lobsterfutarchy-futardio-fundraise.md
@ -17,7 +17,7 @@ created: 2026-03-24
 source_archive: "inbox/archive/2026-03-06-futardio-launch-lobsterfutarchy.md"
 related:
 - "SizeMatters: Futardio ICO Launch"
- "Superclaw: Futardio Fundraise"
+- "superclaw-futardio-fundraise"
 reweave_edges:
 - "SizeMatters: Futardio ICO Launch|related|2026-04-19"
 - "Superclaw: Futardio Fundraise|related|2026-04-19"
--- a/decisions/internet-finance/manna-finance-futardio-fundraise.md
+++ b/decisions/internet-finance/manna-finance-futardio-fundraise.md
@ -22,16 +22,16 @@ key_metrics:
  oversubscription_ratio: 0.0017
 source_archive: "inbox/archive/2026-03-03-futardio-launch-manna-finance.md"
 related:
- "{'Hurupay': 'Futardio Fundraise'}"
+- "hurupay-futardio-fundraise"
- "{'Insert Coin Labs': 'Futardio Fundraise'}"
+- "insert-coin-labs-futardio-fundraise"
- "Hurupay: Futardio Fundraise"
+- "hurupay-futardio-fundraise"
- "Insert Coin Labs: Futardio Fundraise"
+- "insert-coin-labs-futardio-fundraise"
- "Paystream: Futardio Fundraise"
+- "paystream-futardio-fundraise"
- "SeekerVault: Futardio Fundraise"
+- "seekervault-futardio-fundraise"
 - "Solomon: Futardio ICO Launch"
 reweave_edges:
- "{'Hurupay': 'Futardio Fundraise|related|2026-04-18'}"
+- "hurupay-futardio-fundraise|related|2026-04-18'}"
- "{'Insert Coin Labs': 'Futardio Fundraise|related|2026-04-18'}"
+- "insert-coin-labs-futardio-fundraise|related|2026-04-18'}"
 - "Hurupay: Futardio Fundraise|related|2026-04-19"
 - "Insert Coin Labs: Futardio Fundraise|related|2026-04-19"
 - "Paystream: Futardio Fundraise|related|2026-04-19"
--- a/decisions/internet-finance/metadao-compensation-proph3t-nallok.md
+++ b/decisions/internet-finance/metadao-compensation-proph3t-nallok.md
@ -22,12 +22,12 @@ supports:
 - "{'MetaDAO': 'Appoint Nallok and Proph3t Benevolent Dictators for Three Months'}"
 - "MetaDAO: Appoint Nallok and Proph3t Benevolent Dictators for Three Months"
 related:
- "{'MetaDAO': 'Develop Multi-Option Proposals?'}"
+- "metadao-develop-multi-option-proposals"
- "MetaDAO: Develop Multi-Option Proposals?"
+- "metadao-develop-multi-option-proposals"
 reweave_edges:
 - Convex founder compensation with market cap milestones creates stronger alignment than linear vesting because payout utility must exceed reservation wage utility plus effort cost|supports|2026-04-18
 - "{'MetaDAO': 'Appoint Nallok and Proph3t Benevolent Dictators for Three Months|supports|2026-04-18'}"
- "{'MetaDAO': 'Develop Multi-Option Proposals?|related|2026-04-18'}"
+- "metadao-develop-multi-option-proposals|related|2026-04-18'}"
 - "MetaDAO: Appoint Nallok and Proph3t Benevolent Dictators for Three Months|supports|2026-04-19"
 - "MetaDAO: Develop Multi-Option Proposals?|related|2026-04-19"
 ---
--- a/decisions/internet-finance/metadao-create-futardio.md
+++ b/decisions/internet-finance/metadao-create-futardio.md
@ -19,8 +19,8 @@ tags: ["futarchy", "futardio", "governance-filtering"]
 source_archive: "inbox/archive/2024-11-21-futardio-proposal-should-metadao-create-futardio.md"
 related:
 - "{'Futardio': 'Proposal'}"
- "Futardio: Proposal #1"
+- "futardio-proposal-1"
- "Test DAO: Testing indexer changes"
+- "test-dao-testing-indexer-changes"
 reweave_edges:
 - "{'Futardio': 'Proposal'}"
 - "Futardio: Proposal #1|related|2026-04-19"
--- a/decisions/internet-finance/metadao-create-spot-market-meta.md
+++ b/decisions/internet-finance/metadao-create-spot-market-meta.md
@ -16,14 +16,14 @@ tracked_by: rio
 created: 2026-03-11
 source_archive: "inbox/archive/2024-01-12-futardio-proposal-create-spot-market-for-meta.md"
 supports:
- "{'MetaDAO': 'Execute Creation of Spot Market for META?'}"
+- "metadao-execute-creation-of-spot-market-for-meta"
- "MetaDAO: Execute Creation of Spot Market for META?"
+- "metadao-execute-creation-of-spot-market-for-meta"
 related:
- "{'Drift': 'Prioritize Listing META?'}"
+- "drift-prioritize-listing-meta"
- "Drift: Prioritize Listing META?"
+- "drift-prioritize-listing-meta"
 reweave_edges:
- "{'Drift': 'Prioritize Listing META?|related|2026-04-18'}"
+- "drift-prioritize-listing-meta|related|2026-04-18'}"
- "{'MetaDAO': 'Execute Creation of Spot Market for META?|supports|2026-04-18'}"
+- "metadao-execute-creation-of-spot-market-for-meta|supports|2026-04-18'}"
 - "Drift: Prioritize Listing META?|related|2026-04-19"
 - "MetaDAO: Execute Creation of Spot Market for META?|supports|2026-04-19"
 ---
--- a/decisions/internet-finance/metadao-develop-amm-program-for-futarchy.md
+++ b/decisions/internet-finance/metadao-develop-amm-program-for-futarchy.md
@ -16,12 +16,12 @@ tracked_by: rio
 created: 2026-03-11
 source_archive: "inbox/archive/2024-01-24-futardio-proposal-develop-amm-program-for-futarchy.md"
 supports:
- amm futarchy reduces state rent costs by 99 percent versus clob by eliminating orderbook storage requirements
+- amm-futarchy-reduces-state-rent-costs-by-99-percent-versus-clob-by-eliminating-orderbook-storage-requirements
- amm futarchy reduces state rent costs from 135 225 sol annually to near zero by replacing clob market pairs
+- amm-futarchy-reduces-state-rent-costs-from-135-225-sol-annually-to-near-zero-by-replacing-clob-market-pairs
 - joebuild
 reweave_edges:
- amm futarchy reduces state rent costs by 99 percent versus clob by eliminating orderbook storage requirements|supports|2026-04-04
+- amm-futarchy-reduces-state-rent-costs-by-99-percent-versus-clob-by-eliminating-orderbook-storage-requirements|supports|2026-04-04
- amm futarchy reduces state rent costs from 135 225 sol annually to near zero by replacing clob market pairs|supports|2026-04-04
+- amm-futarchy-reduces-state-rent-costs-from-135-225-sol-annually-to-near-zero-by-replacing-clob-market-pairs|supports|2026-04-04
 - joebuild|supports|2026-04-18
 ---
--- a/decisions/internet-finance/metadao-develop-faas.md
+++ b/decisions/internet-finance/metadao-develop-faas.md
@ -20,19 +20,19 @@ source_archive: "inbox/archive/2024-03-13-futardio-proposal-develop-futarchy-as-
 related:
 - "{'Futardio': 'Approve Budget for Pre-Governance Hackathon Development'}"
 - "{'LobsterFutarchy': 'Futardio ICO Launch'}"
- "{'MetaDAO': 'Approve Q3 Roadmap?'}"
+- "metadao-approve-q3-roadmap"
- "{'MetaDAO': 'Develop Multi-Option Proposals?'}"
+- "metadao-develop-multi-option-proposals"
 - "{'MetaDAO': 'Fund Futarchy Applications Research — Dr. Robin Hanson, George Mason University'}"
 - "Futardio: Approve Budget for Pre-Governance Hackathon Development"
 - "LobsterFutarchy: Futardio ICO Launch"
- "MetaDAO: Approve Q3 Roadmap?"
+- "metadao-approve-q3-roadmap"
- "MetaDAO: Develop Multi-Option Proposals?"
+- "metadao-develop-multi-option-proposals"
 - "MetaDAO: Fund Futarchy Applications Research — Dr. Robin Hanson, George Mason University"
 reweave_edges:
 - "{'Futardio': 'Approve Budget for Pre-Governance Hackathon Development|related|2026-04-18'}"
 - "{'LobsterFutarchy': 'Futardio ICO Launch|related|2026-04-18'}"
- "{'MetaDAO': 'Approve Q3 Roadmap?|related|2026-04-18'}"
+- "metadao-approve-q3-roadmap|related|2026-04-18'}"
- "{'MetaDAO': 'Develop Multi-Option Proposals?|related|2026-04-18'}"
+- "metadao-develop-multi-option-proposals|related|2026-04-18'}"
 - "{'MetaDAO': 'Fund Futarchy Applications Research — Dr. Robin Hanson, George Mason University|related|2026-04-18'}"
 - "Futardio: Approve Budget for Pre-Governance Hackathon Development|related|2026-04-19"
 - "LobsterFutarchy: Futardio ICO Launch|related|2026-04-19"
--- a/decisions/internet-finance/metadao-develop-memecoin-launchpad.md
+++ b/decisions/internet-finance/metadao-develop-memecoin-launchpad.md
@ -29,7 +29,7 @@ related:
 - "{'Futardio Cult': 'Futardio Launch'}"
 - "{'Futardio Cult': 'Allocate $10K for FUTARDIO-USDC Meteora DLMM Liquidity Pool'}"
 - "{'MetaDAO': 'Develop Futarchy as a Service (FaaS)'}"
- "{'MetaDAO': 'Develop Multi-Option Proposals?'}"
+- "metadao-develop-multi-option-proposals"
 - "Futarchy Arena: Futardio ICO Launch"
 - "Futardio: Approve Budget for Pre-Governance Hackathon Development"
 - "Futardio Cult: Futardio Launch"
@ -40,7 +40,7 @@ reweave_edges:
 - "{'Futardio Cult': 'Allocate $10K for FUTARDIO-USDC Meteora DLMM Liquidity Pool|related|2026-04-18'}"
 - "{'Futardio': 'Proposal'}"
 - "{'MetaDAO': 'Develop Futarchy as a Service (FaaS)|related|2026-04-18'}"
- "{'MetaDAO': 'Develop Multi-Option Proposals?|related|2026-04-18'}"
+- "metadao-develop-multi-option-proposals|related|2026-04-18'}"
 - "Futarchy Arena: Futardio ICO Launch|related|2026-04-19"
 - "Futardio: Approve Budget for Pre-Governance Hackathon Development|related|2026-04-19"
 - "Futardio Cult: Futardio Launch|related|2026-04-19"
--- a/decisions/internet-finance/metadao-fund-meta-market-making.md
+++ b/decisions/internet-finance/metadao-fund-meta-market-making.md
@ -27,16 +27,16 @@ tags: [metadao, market-making, liquidity, cex-listing, passed]
 tracked_by: rio
 created: 2026-03-24
 related:
- "{'Drift': 'Prioritize Listing META?'}"
+- "drift-prioritize-listing-meta"
 - "{'MetaDAO': 'Omnibus Proposal - Migrate and Update'}"
 - "{'MetaDAO': 'Engage in $100,000 OTC Trade with Ben Hawkins? [2]'}"
 - "{'MetaDAO': 'Sell up to 2M META at market price or premium?'}"
- "Drift: Prioritize Listing META?"
+- "drift-prioritize-listing-meta"
 - "MetaDAO: Omnibus Proposal - Migrate and Update"
 - "MetaDAO: Engage in $100,000 OTC Trade with Ben Hawkins? [2]"
 - "MetaDAO: Sell up to 2M META at market price or premium?"
 reweave_edges:
- "{'Drift': 'Prioritize Listing META?|related|2026-04-18'}"
+- "drift-prioritize-listing-meta|related|2026-04-18'}"
 - "{'MetaDAO': 'Omnibus Proposal - Migrate and Update|related|2026-04-18'}"
 - "{'MetaDAO': 'Engage in $100,000 OTC Trade with Ben Hawkins? [2]|related|2026-04-18'}"
 - "{'MetaDAO': 'Sell up to 2M META at market price or premium?|related|2026-04-18'}"
--- a/decisions/internet-finance/metadao-fundraise-2.md
+++ b/decisions/internet-finance/metadao-fundraise-2.md
@ -19,18 +19,18 @@ tags: ["futarchy", "fundraise", "capital-formation", "venture-capital"]
 source_archive: "inbox/archive/2024-06-26-futardio-proposal-approve-metadao-fundraise-2.md"
 related:
 - "{'MetaDAO': 'Appoint Nallok and Proph3t Benevolent Dictators for Three Months'}"
- "{'MetaDAO': 'Approve Q3 Roadmap?'}"
+- "metadao-approve-q3-roadmap"
 - "{'MetaDAO': 'Approve Performance-Based Compensation for Proph3t and Nallok'}"
 - "{'MetaDAO': 'Create Spot Market for META?'}"
 - "{'MetaDAO': 'Sell up to 2M META at market price or premium?'}"
 - "MetaDAO: Appoint Nallok and Proph3t Benevolent Dictators for Three Months"
- "MetaDAO: Approve Q3 Roadmap?"
+- "metadao-approve-q3-roadmap"
 - "MetaDAO: Approve Performance-Based Compensation for Proph3t and Nallok"
 - "MetaDAO: Create Spot Market for META?"
 - "MetaDAO: Sell up to 2M META at market price or premium?"
 reweave_edges:
 - "{'MetaDAO': 'Appoint Nallok and Proph3t Benevolent Dictators for Three Months|related|2026-04-18'}"
- "{'MetaDAO': 'Approve Q3 Roadmap?|related|2026-04-18'}"
+- "metadao-approve-q3-roadmap|related|2026-04-18'}"
 - "{'MetaDAO': 'Approve Performance-Based Compensation for Proph3t and Nallok|related|2026-04-18'}"
 - "{'MetaDAO': 'Create Spot Market for META?|related|2026-04-18'}"
 - "{'MetaDAO': 'Sell up to 2M META at market price or premium?|related|2026-04-18'}"
--- a/decisions/internet-finance/metadao-hire-robin-hanson.md
+++ b/decisions/internet-finance/metadao-hire-robin-hanson.md
@ -23,9 +23,9 @@ related:
 reweave_edges:
 - "{'MetaDAO': 'Fund Futarchy Applications Research — Dr. Robin Hanson, George Mason University|related|2026-04-18'}"
 - "MetaDAO: Fund Futarchy Applications Research — Dr. Robin Hanson, George Mason University|related|2026-04-19"
- Robin Hanson|supports|2026-04-19
+- robin-hanson|supports|2026-04-19
 supports:
- Robin Hanson
+- robin-hanson
 ---
 # MetaDAO: Hire Robin Hanson as Advisor
--- a/decisions/internet-finance/metadao-increase-meta-liquidity-dutch-auction.md
+++ b/decisions/internet-finance/metadao-increase-meta-liquidity-dutch-auction.md
@ -24,17 +24,17 @@ tracked_by: rio
 created: 2026-03-11
 source_archive: "inbox/archive/2024-02-26-futardio-proposal-increase-meta-liquidity-via-a-dutch-auction.md"
 related:
- "{'MetaDAO': 'Execute Creation of Spot Market for META?'}"
+- "metadao-execute-creation-of-spot-market-for-meta"
- "{'MetaDAO': 'Fund META Market Making'}"
+- "metadao-fund-meta-market-making"
 - "{'MetaDAO': 'Engage in $100,000 OTC Trade with Ben Hawkins? [2]'}"
 - "{'MetaDAO': 'Engage in $250,000 OTC Trade with Colosseum'}"
- "MetaDAO: Execute Creation of Spot Market for META?"
+- "metadao-execute-creation-of-spot-market-for-meta"
- "MetaDAO: Fund META Market Making"
+- "metadao-fund-meta-market-making"
 - "MetaDAO: Engage in $100,000 OTC Trade with Ben Hawkins? [2]"
 - "MetaDAO: Engage in $250,000 OTC Trade with Colosseum"
 reweave_edges:
- "{'MetaDAO': 'Execute Creation of Spot Market for META?|related|2026-04-18'}"
+- "metadao-execute-creation-of-spot-market-for-meta|related|2026-04-18'}"
- "{'MetaDAO': 'Fund META Market Making|related|2026-04-18'}"
+- "metadao-fund-meta-market-making|related|2026-04-18'}"
 - "{'MetaDAO': 'Engage in $100,000 OTC Trade with Ben Hawkins? [2]|related|2026-04-18'}"
 - "{'MetaDAO': 'Engage in $250,000 OTC Trade with Colosseum|related|2026-04-18'}"
 - "MetaDAO: Execute Creation of Spot Market for META?|related|2026-04-19"
--- a/decisions/internet-finance/metadao-migrate-autocrat-v01.md
+++ b/decisions/internet-finance/metadao-migrate-autocrat-v01.md
@ -15,16 +15,16 @@ summary: "Upgrade Autocrat program to v0.1 with configurable proposal durations
 tracked_by: rio
 created: 2026-03-11
 supports:
- metadao autocrat migration accepted counterparty risk from unverifiable builds prioritizing iteration speed over security guarantees
+- metadao-autocrat-migration-accepted-counterparty-risk-from-unverifiable-builds-prioritizing-iteration-speed-over-security-guarantees
- metadao autocrat v01 reduces proposal duration to three days enabling faster governance iteration
+- metadao-autocrat-v01-reduces-proposal-duration-to-three-days-enabling-faster-governance-iteration
 - "{'MetaDAO': 'Migrate Autocrat Program to v0.1'}"
 - "MetaDAO: Migrate Autocrat Program to v0.1"
 related:
 - "{'MetaDAO': 'Migrate Autocrat Program to v0.2'}"
 - "MetaDAO: Migrate Autocrat Program to v0.2"
 reweave_edges:
- metadao autocrat migration accepted counterparty risk from unverifiable builds prioritizing iteration speed over security guarantees|supports|2026-04-18
+- metadao-autocrat-migration-accepted-counterparty-risk-from-unverifiable-builds-prioritizing-iteration-speed-over-security-guarantees|supports|2026-04-18
- metadao autocrat v01 reduces proposal duration to three days enabling faster governance iteration|supports|2026-04-18
+- metadao-autocrat-v01-reduces-proposal-duration-to-three-days-enabling-faster-governance-iteration|supports|2026-04-18
 - "{'MetaDAO': 'Migrate Autocrat Program to v0.2|related|2026-04-18'}"
 - "{'MetaDAO': 'Migrate Autocrat Program to v0.1|supports|2026-04-18'}"
 - "MetaDAO: Migrate Autocrat Program to v0.2|related|2026-04-19"
--- a/decisions/internet-finance/metadao-migrate-autocrat-v02.md
+++ b/decisions/internet-finance/metadao-migrate-autocrat-v02.md
@ -18,11 +18,11 @@ summary: "Upgrade Autocrat to v0.2 with reclaimable rent, conditional token merg
 tags: ["futarchy", "autocrat", "mechanism-upgrade", "solana"]
 source_archive: "inbox/archive/2024-03-28-futardio-proposal-migrate-autocrat-program-to-v02.md"
 related:
- metadao autocrat migration accepted counterparty risk from unverifiable builds prioritizing iteration speed over security guarantees
+- metadao-autocrat-migration-accepted-counterparty-risk-from-unverifiable-builds-prioritizing-iteration-speed-over-security-guarantees
 - "{'MetaDAO': 'Migrate Autocrat Program to v0.1'}"
 - "MetaDAO: Migrate Autocrat Program to v0.1"
 reweave_edges:
- metadao autocrat migration accepted counterparty risk from unverifiable builds prioritizing iteration speed over security guarantees|related|2026-04-18
+- metadao-autocrat-migration-accepted-counterparty-risk-from-unverifiable-builds-prioritizing-iteration-speed-over-security-guarantees|related|2026-04-18
 - "{'MetaDAO': 'Migrate Autocrat Program to v0.1|related|2026-04-18'}"
 - "MetaDAO: Migrate Autocrat Program to v0.1|related|2026-04-19"
 ---
--- a/decisions/internet-finance/metadao-migrate-meta-token.md
+++ b/decisions/internet-finance/metadao-migrate-meta-token.md
@ -18,15 +18,15 @@ summary: "1:1000 token split, mintable supply, new DAO v0.5 (Squads), LP fee red
 tags: ["futarchy", "token-migration", "elastic-supply", "squads", "meta-token"]
 source_archive: "inbox/archive/2025-08-07-futardio-proposal-migrate-meta-token.md"
 supports:
- metadao governance migration 2026 03
+- metadao-governance-migration-2026-03
 - "{'MetaDAO': 'Omnibus Proposal - Migrate and Update'}"
 - "MetaDAO: Omnibus Proposal - Migrate and Update"
- MetaDAO treasury exhaustion forces token architecture migration because fixed supply prevents future governance flexibility
+- metadao-treasury-exhaustion-forces-token-architecture-migration-because-fixed-supply-prevents-future-governance-flexibility
 reweave_edges:
- metadao governance migration 2026 03|supports|2026-04-18
+- metadao-governance-migration-2026-03|supports|2026-04-18
 - "{'MetaDAO': 'Omnibus Proposal - Migrate and Update|supports|2026-04-18'}"
 - "MetaDAO: Omnibus Proposal - Migrate and Update|supports|2026-04-19"
- MetaDAO treasury exhaustion forces token architecture migration because fixed supply prevents future governance flexibility|supports|2026-04-19
+- metadao-treasury-exhaustion-forces-token-architecture-migration-because-fixed-supply-prevents-future-governance-flexibility|supports|2026-04-19
 - "Omnipair: OMFG-003 — Migrate to V0.6|related|2026-04-19"
 related:
 - "Omnipair: OMFG-003 — Migrate to V0.6"
--- a/decisions/internet-finance/metadao-omnibus-migrate-and-update.md
+++ b/decisions/internet-finance/metadao-omnibus-migrate-and-update.md
@ -30,7 +30,7 @@ tags: [metadao, migration, omnibus, futarchy-amm, legal, v0.6.1, passed]
 tracked_by: rio
 created: 2026-03-24
 supports:
- metadao governance migration 2026 03
+- metadao-governance-migration-2026-03
 - "Omnipair: OMFG-003 — Migrate to V0.6"
 related:
 - "{'Futardio Cult': 'Allocate $10K for FUTARDIO-USDC Meteora DLMM Liquidity Pool'}"
@ -40,7 +40,7 @@ related:
 reweave_edges:
 - "{'Futardio Cult': 'Allocate $10K for FUTARDIO-USDC Meteora DLMM Liquidity Pool|related|2026-04-18'}"
 - "{'Loyal': 'Liquidity Adjustment — Withdraw and Burn Meteora Pool Tokens|related|2026-04-18'}"
- metadao governance migration 2026 03|supports|2026-04-18
+- metadao-governance-migration-2026-03|supports|2026-04-18
 - "Futardio Cult: Allocate $10K for FUTARDIO-USDC Meteora DLMM Liquidity Pool|related|2026-04-19"
 - "Loyal: Liquidity Adjustment — Withdraw and Burn Meteora Pool Tokens|related|2026-04-19"
 - "Omnipair: OMFG-003 — Migrate to V0.6|supports|2026-04-19"
--- a/decisions/internet-finance/metadao-otc-trade-ben-hawkins-2.md
+++ b/decisions/internet-finance/metadao-otc-trade-ben-hawkins-2.md
@ -26,19 +26,19 @@ created: 2026-03-24
 source_archive: "inbox/archive/2024-02-18-futardio-proposal-engage-in-100000-otc-trade-with-ben-hawkins-2.md"
 related:
 - "{'MetaDAO': 'Create Spot Market for META?'}"
- "{'MetaDAO': 'Execute Creation of Spot Market for META?'}"
+- "metadao-execute-creation-of-spot-market-for-meta"
- "{'MetaDAO': 'Fund META Market Making'}"
+- "metadao-fund-meta-market-making"
 - "{'MetaDAO': 'Omnibus Proposal - Migrate and Update'}"
 - "{'MetaDAO': 'Engage in $250,000 OTC Trade with Colosseum'}"
 - "{'MetaDAO': 'Sell up to 2M META at market price or premium?'}"
 - "MetaDAO: Create Spot Market for META?"
- "MetaDAO: Execute Creation of Spot Market for META?"
+- "metadao-execute-creation-of-spot-market-for-meta"
- "MetaDAO: Fund META Market Making"
+- "metadao-fund-meta-market-making"
 - "MetaDAO: Omnibus Proposal - Migrate and Update"
 reweave_edges:
 - "{'MetaDAO': 'Create Spot Market for META?|related|2026-04-18'}"
- "{'MetaDAO': 'Execute Creation of Spot Market for META?|related|2026-04-18'}"
+- "metadao-execute-creation-of-spot-market-for-meta|related|2026-04-18'}"
- "{'MetaDAO': 'Fund META Market Making|related|2026-04-18'}"
+- "metadao-fund-meta-market-making|related|2026-04-18'}"
 - "{'MetaDAO': 'Omnibus Proposal - Migrate and Update|related|2026-04-18'}"
 - "{'MetaDAO': 'Engage in $250,000 OTC Trade with Colosseum|related|2026-04-18'}"
 - "{'MetaDAO': 'Sell up to 2M META at market price or premium?|related|2026-04-18'}"
--- a/decisions/internet-finance/metadao-otc-trade-colosseum.md
+++ b/decisions/internet-finance/metadao-otc-trade-colosseum.md
@ -24,9 +24,9 @@ key_metrics:
  transfer_amount: "2,060 META (overallocated for price flexibility)"
 source_archive: "inbox/archive/2024-03-19-futardio-proposal-engage-in-250000-otc-trade-with-colosseum.md"
 supports:
- vesting with immediate partial unlock plus linear release creates alignment while enabling liquidity by giving investors tradeable tokens upfront and time locked exposure
+- vesting-with-immediate-partial-unlock-plus-linear-release-creates-alignment-while-enabling-liquidity-by-giving-investors-tradeable-tokens-upfront-and-time-locked-exposure
 reweave_edges:
- vesting with immediate partial unlock plus linear release creates alignment while enabling liquidity by giving investors tradeable tokens upfront and time locked exposure|supports|2026-04-20
+- vesting-with-immediate-partial-unlock-plus-linear-release-creates-alignment-while-enabling-liquidity-by-giving-investors-tradeable-tokens-upfront-and-time-locked-exposure|supports|2026-04-20
 ---
 # MetaDAO: Engage in $250,000 OTC Trade with Colosseum
--- a/decisions/internet-finance/metadao-otc-trade-pantera-capital.md
+++ b/decisions/internet-finance/metadao-otc-trade-pantera-capital.md
@ -25,11 +25,11 @@ reweave_edges:
 - "{'MetaDAO': 'Engage in $250,000 OTC Trade with Colosseum|related|2026-04-18'}"
 - "MetaDAO: Engage in $100,000 OTC Trade with Ben Hawkins? [2]|related|2026-04-19"
 - "MetaDAO: Engage in $250,000 OTC Trade with Colosseum|related|2026-04-19"
- Pantera Capital|supports|2026-04-19
+- pantera-capital|supports|2026-04-19
- vesting with immediate partial unlock plus linear release creates alignment while enabling liquidity by giving investors tradeable tokens upfront and time locked exposure|supports|2026-04-20
+- vesting-with-immediate-partial-unlock-plus-linear-release-creates-alignment-while-enabling-liquidity-by-giving-investors-tradeable-tokens-upfront-and-time-locked-exposure|supports|2026-04-20
 supports:
- Pantera Capital
+- pantera-capital
- vesting with immediate partial unlock plus linear release creates alignment while enabling liquidity by giving investors tradeable tokens upfront and time locked exposure
+- vesting-with-immediate-partial-unlock-plus-linear-release-creates-alignment-while-enabling-liquidity-by-giving-investors-tradeable-tokens-upfront-and-time-locked-exposure
 ---
 # MetaDAO: Engage in $50,000 OTC Trade with Pantera Capital
@ -67,7 +67,7 @@ Drafted with support from: Pantera Capital, 0xNallok, 7Layer, and Proph3t
 ## Overview
- Pantera Capital wishes to acquire {tbd} META (`METADDFL6wWMWEoKTFJwcThTbUmtarRJZjRpzUvkxhr`) from The Meta-DAO (`ADCCEAbH8eixGj5t73vb4sKecSKo7ndgDSuWGvER4Loy`)
+- pantera-capital wishes to acquire {tbd} META (`METADDFL6wWMWEoKTFJwcThTbUmtarRJZjRpzUvkxhr`) from The Meta-DAO (`ADCCEAbH8eixGj5t73vb4sKecSKo7ndgDSuWGvER4Loy`)
 - The price per META shall be determined upon passing of the proposal and the lesser of the average TWAP price of the pass / fail market and \$100
  $$ ppM = min((twapPass + twapFail) / 2, 100) $$
@ -85,8 +85,8 @@ With respect to the investment, Pantera holds the perspective that The Meta-DAO
 ## Execution
 The proposal contains the instruction for a transfer 1,000 META into a multisignature wallet `BtNPTBX1XkFCwazDJ6ZkK3hcUsomm1RPcfmtUrP6wd2K` with a 5/7 threshold of which the following parties will be members:
- Pantera Capital (`6S5LQhggSTjm6gGWrTBiQkQbz3F7JB5CtJZZLMZp2XNE`)
+- pantera-capital (`6S5LQhggSTjm6gGWrTBiQkQbz3F7JB5CtJZZLMZp2XNE`)
- Pantera Capital (`4kjRZzWWRZGBto2iKB6V7dYdWuMRtSFYbiUnE2VfppXw`)
+- pantera-capital (`4kjRZzWWRZGBto2iKB6V7dYdWuMRtSFYbiUnE2VfppXw`)
 - 0xNallok (`4LpE9Lxqb4jYYh8jA8oDhsGDKPNBNkcoXobbAJTa3pWw`)
 - MetaProph3t (`65U66fcYuNfqN12vzateJhZ4bgDuxFWN9gMwraeQKByg`)
 - Dodecahedr0x (`UuGEwN9aeh676ufphbavfssWVxH7BJCqacq1RYhco8e`)
--- a/decisions/internet-finance/metadao-release-launchpad.md
+++ b/decisions/internet-finance/metadao-release-launchpad.md
@ -18,13 +18,13 @@ summary: "Launch permissioned launchpad for futarchy DAOs — 'unruggable ICOs'
 tags: ["futarchy", "launchpad", "unruggable-ico", "capital-formation", "futardio"]
 source_archive: "inbox/archive/2025-02-26-futardio-proposal-release-a-launchpad.md"
 related:
- "{'MetaDAO': 'Approve Q3 Roadmap?'}"
+- "metadao-approve-q3-roadmap"
 - "{'MetaDAO': 'Develop Futarchy as a Service (FaaS)'}"
- "MetaDAO: Approve Q3 Roadmap?"
+- "metadao-approve-q3-roadmap"
 - "MetaDAO: Develop Futarchy as a Service (FaaS)"
 - "Omnipair: OMFG-004 — Strategic Ecosystem Investment"
 reweave_edges:
- "{'MetaDAO': 'Approve Q3 Roadmap?|related|2026-04-18'}"
+- "metadao-approve-q3-roadmap|related|2026-04-18'}"
 - "{'MetaDAO': 'Develop Futarchy as a Service (FaaS)|related|2026-04-18'}"
 - "MetaDAO: Approve Q3 Roadmap?|related|2026-04-19"
 - "MetaDAO: Develop Futarchy as a Service (FaaS)|related|2026-04-19"
--- a/decisions/internet-finance/metadao-sell-2m-meta-at-market-or-premium.md
+++ b/decisions/internet-finance/metadao-sell-2m-meta-at-market-or-premium.md
@ -28,10 +28,10 @@ tags: [metadao, fundraise, otc, market-sale, passed]
 tracked_by: rio
 created: 2026-03-24
 related:
- "{'MetaDAO': 'Fund META Market Making'}"
+- "metadao-fund-meta-market-making"
- "MetaDAO: Fund META Market Making"
+- "metadao-fund-meta-market-making"
 reweave_edges:
- "{'MetaDAO': 'Fund META Market Making|related|2026-04-18'}"
+- "metadao-fund-meta-market-making|related|2026-04-18'}"
 - "MetaDAO: Fund META Market Making|related|2026-04-19"
 ---
--- a/decisions/internet-finance/metadao-token-split-elastic-supply.md
+++ b/decisions/internet-finance/metadao-token-split-elastic-supply.md
@ -18,9 +18,9 @@ summary: "1:1000 token split with mint authority to DAO governance — failed, b
 tags: ["futarchy", "token-split", "elastic-supply", "meta-token", "governance"]
 source_archive: "inbox/archive/2025-01-28-futardio-proposal-perform-token-split-and-adopt-elastic-supply-for-meta.md"
 supports:
- MetaDAO treasury exhaustion forces token architecture migration because fixed supply prevents future governance flexibility
+- metadao-treasury-exhaustion-forces-token-architecture-migration-because-fixed-supply-prevents-future-governance-flexibility
 reweave_edges:
- MetaDAO treasury exhaustion forces token architecture migration because fixed supply prevents future governance flexibility|supports|2026-04-19
+- metadao-treasury-exhaustion-forces-token-architecture-migration-because-fixed-supply-prevents-future-governance-flexibility|supports|2026-04-19
 ---
 # MetaDAO: Perform Token Split and Adopt Elastic Supply for META
--- a/decisions/internet-finance/migrate-autocrat-program-to-v01.md
+++ b/decisions/internet-finance/migrate-autocrat-program-to-v01.md
@ -28,22 +28,22 @@ tags:
 - metadao
 source_archive: "inbox/archive/2023-12-03-futardio-proposal-migrate-autocrat-program-to-v01.md"
 supports:
- metadao autocrat migration accepted counterparty risk from unverifiable builds prioritizing iteration speed over security guarantees
+- metadao-autocrat-migration-accepted-counterparty-risk-from-unverifiable-builds-prioritizing-iteration-speed-over-security-guarantees
- metadao autocrat v01 reduces proposal duration to three days enabling faster governance iteration
+- metadao-autocrat-v01-reduces-proposal-duration-to-three-days-enabling-faster-governance-iteration
 - "{'MetaDAO': 'Migrate Autocrat Program to v0.1'}"
 - "MetaDAO: Migrate Autocrat Program to v0.1"
 related:
 - "{'Futardio': 'Proposal'}"
- metadao governance migration 2026 03
+- metadao-governance-migration-2026-03
 - "{'MetaDAO': 'Migrate Autocrat Program to v0.2'}"
- "Futardio: Proposal #1"
+- "futardio-proposal-1"
 - "MetaDAO: Migrate Autocrat Program to v0.2"
 - "Omnipair: OMFG-003 — Migrate to V0.6"
 reweave_edges:
 - "{'Futardio': 'Proposal'}"
- metadao autocrat migration accepted counterparty risk from unverifiable builds prioritizing iteration speed over security guarantees|supports|2026-04-18
+- metadao-autocrat-migration-accepted-counterparty-risk-from-unverifiable-builds-prioritizing-iteration-speed-over-security-guarantees|supports|2026-04-18
- metadao autocrat v01 reduces proposal duration to three days enabling faster governance iteration|supports|2026-04-18
+- metadao-autocrat-v01-reduces-proposal-duration-to-three-days-enabling-faster-governance-iteration|supports|2026-04-18
- metadao governance migration 2026 03|related|2026-04-18
+- metadao-governance-migration-2026-03|related|2026-04-18
 - "{'MetaDAO': 'Migrate Autocrat Program to v0.1|supports|2026-04-18'}"
 - "{'MetaDAO': 'Migrate Autocrat Program to v0.2|related|2026-04-18'}"
 - "Futardio: Proposal #1|related|2026-04-19"
--- a/decisions/internet-finance/mycorealms-futardio-fundraise.md
+++ b/decisions/internet-finance/mycorealms-futardio-fundraise.md
@ -16,9 +16,9 @@ tracked_by: rio
 created: 2026-03-24
 source_archive: "inbox/archive/2026-03-03-futardio-launch-mycorealms.md"
 related:
- myco realms demonstrates futarchy governed physical infrastructure through 125k mushroom farm raise with market controlled capex deployment
+- myco-realms-demonstrates-futarchy-governed-physical-infrastructure-through-125k-mushroom-farm-raise-with-market-controlled-capex-deployment
 reweave_edges:
- myco realms demonstrates futarchy governed physical infrastructure through 125k mushroom farm raise with market controlled capex deployment|related|2026-04-18
+- myco-realms-demonstrates-futarchy-governed-physical-infrastructure-through-125k-mushroom-farm-raise-with-market-controlled-capex-deployment|related|2026-04-18
 ---
 # MycoRealms: Futardio ICO Launch
--- a/decisions/internet-finance/ore-adopt-sublinear-supply-function.md
+++ b/decisions/internet-finance/ore-adopt-sublinear-supply-function.md
@ -16,8 +16,8 @@ tracked_by: rio
 created: 2026-03-24
 source_archive: "inbox/archive/2024-11-18-futardio-proposal-adopt-a-sublinear-supply-function.md"
 related:
- "Coal: Cut emissions by 50%?"
+- "coal-cut-emissions-by-50"
- "COAL: Meta-PoW: The ORE Treasury Protocol"
+- "coal-meta-pow-the-ore-treasury-protocol"
 - "ORE: Increase ORE-SOL LP boost multiplier to 6x"
 reweave_edges:
 - "Coal: Cut emissions by 50%?|related|2026-04-19"
--- a/decisions/internet-finance/runbookai-futardio-fundraise.md
+++ b/decisions/internet-finance/runbookai-futardio-fundraise.md
@ -20,20 +20,20 @@ key_metrics:
  duration: "1 day"
 source_archive: "inbox/archive/2026-03-05-futardio-launch-runbookai.md"
 related:
- "{'Git3': 'Futardio Fundraise'}"
+- "git3-futardio-fundraise"
- "{'Insert Coin Labs': 'Futardio Fundraise'}"
+- "insert-coin-labs-futardio-fundraise"
- MILO AI Agent
+- milo-ai-agent
- "Git3: Futardio Fundraise"
+- "git3-futardio-fundraise"
- "Insert Coin Labs: Futardio Fundraise"
+- "insert-coin-labs-futardio-fundraise"
- The Meme Is Real
+- the-meme-is-real
 - "Valgrid: Futardio ICO Launch"
 reweave_edges:
- "{'Git3': 'Futardio Fundraise|related|2026-04-18'}"
+- "git3-futardio-fundraise|related|2026-04-18'}"
- "{'Insert Coin Labs': 'Futardio Fundraise|related|2026-04-18'}"
+- "insert-coin-labs-futardio-fundraise|related|2026-04-18'}"
- MILO AI Agent|related|2026-04-18
+- milo-ai-agent|related|2026-04-18
 - "Git3: Futardio Fundraise|related|2026-04-19"
 - "Insert Coin Labs: Futardio Fundraise|related|2026-04-19"
- The Meme Is Real|related|2026-04-20
+- the-meme-is-real|related|2026-04-20
 - "Valgrid: Futardio ICO Launch|related|2026-04-20"
 ---
--- a/decisions/internet-finance/salmon-wallet-futardio-fundraise.md
+++ b/decisions/internet-finance/salmon-wallet-futardio-fundraise.md
@ -26,11 +26,11 @@ tracked_by: rio
 created: 2026-03-11
 source_archive: "inbox/archive/2026-03-03-futardio-launch-salmon-wallet.md"
 related:
- "Paystream: Futardio Fundraise"
+- "paystream-futardio-fundraise"
- Quantum Waffle
+- quantum-waffle
 reweave_edges:
 - "Paystream: Futardio Fundraise|related|2026-04-19"
- Quantum Waffle|related|2026-04-19
+- quantum-waffle|related|2026-04-19
 ---
 # Salmon Wallet: Futardio Fundraise
--- a/decisions/internet-finance/sanctum-offer-investors-early-unlocks-cloud.md
+++ b/decisions/internet-finance/sanctum-offer-investors-early-unlocks-cloud.md
@ -43,9 +43,9 @@ This proposal represents an alternative approach to the token vesting hedgeabili
 ## Relationship to KB
 - [[sanctum]] - parent entity governance decision
- [[time-based-token-vesting-is-hedgeable-making-standard-lockups-meaningless-as-alignment-mechanisms-because-investors-can-short-sell-to-neutralize-lockup-exposure-while-appearing-locked]] - alternative mechanism to hedging
+- [[time-based token vesting is hedgeable making standard lockups meaningless as alignment mechanisms because investors can short-sell to neutralize lockup exposure while appearing locked]] - alternative mechanism to hedging
- [[futarchy-adoption-faces-friction-from-token-price-psychology-proposal-complexity-and-liquidity-requirements]] - demonstrates complexity friction
+- [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]] - demonstrates complexity friction
- [[MetaDAOs-futarchy-implementation-shows-limited-trading-volume-in-uncontested-decisions]] - low volume uncontested decision pattern
+- [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] - low volume uncontested decision pattern
 ## Full Proposal Text
--- a/decisions/internet-finance/seekervault-futardio-fundraise-2.md
+++ b/decisions/internet-finance/seekervault-futardio-fundraise-2.md
@ -19,7 +19,7 @@ related:
 - "{'Cloak': 'Futardio ICO Launch'}"
 - "Cloak: Futardio ICO Launch"
 - "Open Music: Futardio ICO Launch"
- "SeekerVault: Futardio Fundraise"
+- "seekervault-futardio-fundraise"
 - "SizeMatters: Futardio ICO Launch"
 reweave_edges:
 - "{'Cloak': 'Futardio ICO Launch|related|2026-04-17'}"
--- a/decisions/internet-finance/tridash-futardio-fundraise.md
+++ b/decisions/internet-finance/tridash-futardio-fundraise.md
@ -16,11 +16,11 @@ tracked_by: rio
 created: 2026-03-24
 source_archive: "inbox/archive/2026-03-05-futardio-launch-tridash.md"
 related:
- tridash implements 60 second prediction markets as multiplayer game mechanics compressing resolution time from days to seconds
+- tridash-implements-60-second-prediction-markets-as-multiplayer-game-mechanics-compressing-resolution-time-from-days-to-seconds
- TriDash tests whether 60-second prediction market resolution enables faster feedback or primarily measures price noise
+- tridash-tests-whether-60-second-prediction-market-resolution-enables-faster-feedback-or-primarily-measures-price-noise
 reweave_edges:
- tridash implements 60 second prediction markets as multiplayer game mechanics compressing resolution time from days to seconds|related|2026-04-20
+- tridash-implements-60-second-prediction-markets-as-multiplayer-game-mechanics-compressing-resolution-time-from-days-to-seconds|related|2026-04-20
- TriDash tests whether 60-second prediction market resolution enables faster feedback or primarily measures price noise|related|2026-04-20
+- tridash-tests-whether-60-second-prediction-market-resolution-enables-faster-feedback-or-primarily-measures-price-noise|related|2026-04-20
 ---
 # TriDash: Futardio ICO Launch
--- a/decisions/internet-finance/versus-futardio-fundraise.md
+++ b/decisions/internet-finance/versus-futardio-fundraise.md
@ -21,23 +21,23 @@ tracked_by: rio
 created: 2026-03-11
 source_archive: "inbox/archive/2026-03-03-futardio-launch-versus.md"
 related:
- "{'Avici': 'Futardio Launch'}"
+- "avici-futardio-launch"
- "{'Insert Coin Labs': 'Futardio Fundraise'}"
+- "insert-coin-labs-futardio-fundraise"
- "Avici: Futardio Launch"
+- "avici-futardio-launch"
- "Insert Coin Labs: Futardio Fundraise"
+- "insert-coin-labs-futardio-fundraise"
- Quantum Waffle
+- quantum-waffle
 - "Send Arcade: Futardio ICO Launch"
- The Meme Is Real
+- the-meme-is-real
 - "Valgrid: Futardio ICO Launch"
 reweave_edges:
- "{'Avici': 'Futardio Launch|related|2026-04-17'}"
+- "avici-futardio-launch|related|2026-04-17'}"
- "{'Avici': 'Futardio Launch|related|2026-04-18'}"
+- "avici-futardio-launch|related|2026-04-18'}"
- "{'Insert Coin Labs': 'Futardio Fundraise|related|2026-04-18'}"
+- "insert-coin-labs-futardio-fundraise|related|2026-04-18'}"
 - "Avici: Futardio Launch|related|2026-04-19"
 - "Insert Coin Labs: Futardio Fundraise|related|2026-04-19"
- Quantum Waffle|related|2026-04-19
+- quantum-waffle|related|2026-04-19
 - "Send Arcade: Futardio ICO Launch|related|2026-04-19"
- The Meme Is Real|related|2026-04-20
+- the-meme-is-real|related|2026-04-20
 - "Valgrid: Futardio ICO Launch|related|2026-04-20"
 ---
--- a/domains/ai-alignment/79
+++ b/domains/ai-alignment/79
@ -10,11 +10,11 @@ depends_on:
 - multi-agent coordination improves parallel task performance but degrades sequential reasoning because communication overhead fragments linear workflows
 - subagent hierarchies outperform peer multi-agent architectures in practice because deployed systems consistently converge on one primary agent controlling specialized helpers
 supports:
- multi agent coordination delivers value only when three conditions hold simultaneously natural parallelism context overflow and adversarial verification value
+- multi-agent coordination delivers value only when three conditions hold simultaneously natural parallelism context overflow and adversarial verification value
- multi agent git workflows have reached production maturity as systems deploying 400+ specialized agent instances outperform single agents by 30 percent on engineering benchmarks
+- multi-agent git workflows have reached production maturity as systems deploying 400+ specialized agent instances outperform single agents by 30 percent on engineering benchmarks
 reweave_edges:
- multi agent coordination delivers value only when three conditions hold simultaneously natural parallelism context overflow and adversarial verification value|supports|2026-04-03
+- multi-agent coordination delivers value only when three conditions hold simultaneously natural parallelism context overflow and adversarial verification value|supports|2026-04-03
- multi agent git workflows have reached production maturity as systems deploying 400+ specialized agent instances outperform single agents by 30 percent on engineering benchmarks|supports|2026-04-19
+- multi-agent git workflows have reached production maturity as systems deploying 400+ specialized agent instances outperform single agents by 30 percent on engineering benchmarks|supports|2026-04-19
 ---
 # 79 percent of multi-agent failures originate from specification and coordination not implementation because decomposition quality is the primary determinant of system success
--- a/domains/ai-alignment/AGI
+++ b/domains/ai-alignment/AGI
@ -7,10 +7,10 @@ created: 2026-02-17
 source: "Tomasev et al, Distributional AGI Safety (arXiv 2512.16856, December 2025); Pierucci et al, Institutional AI (arXiv 2601.10599, January 2026)"
 confidence: experimental
 related:
- multi agent deployment exposes emergent security vulnerabilities invisible to single agent evaluation because cross agent propagation identity spoofing and unauthorized compliance arise only in realistic multi party environments
+- multi-agent deployment exposes emergent security vulnerabilities invisible to single-agent evaluation because cross-agent propagation identity spoofing and unauthorized compliance arise only in realistic multi-party environments
 - Hyperspace
 reweave_edges:
- multi agent deployment exposes emergent security vulnerabilities invisible to single agent evaluation because cross agent propagation identity spoofing and unauthorized compliance arise only in realistic multi party environments|related|2026-03-28
+- multi-agent deployment exposes emergent security vulnerabilities invisible to single-agent evaluation because cross-agent propagation identity spoofing and unauthorized compliance arise only in realistic multi-party environments|related|2026-03-28
 - Hyperspace|related|2026-04-18
 ---
--- a/domains/ai-alignment/AI
+++ b/domains/ai-alignment/AI
@ -14,14 +14,14 @@ related:
 - multipolar traps are the thermodynamic default because competition requires no infrastructure while coordination requires trust enforcement and shared information all of which are expensive and fragile
 - the absence of a societal warning signal for AGI is a structural feature not an accident because capability scaling is gradual and ambiguous and collective action requires anticipation not reaction
 - motivated reasoning among AI lab leaders is itself a primary risk vector because those with most capability to slow down have most incentive to accelerate
- technological development draws from an urn containing civilization destroying capabilities and only preventive governance can avoid black ball technologies
+- technological development draws from an urn containing civilization-destroying capabilities and only preventive governance can avoid black ball technologies
 - global capitalism functions as a misaligned optimizer that produces outcomes no participant would choose because individual rationality aggregates into collective irrationality without coordination mechanisms
 - indigenous restraint technologies like the Sabbath are historical precedents for binding the maximum power principle through social technology
 reweave_edges:
 - multipolar traps are the thermodynamic default because competition requires no infrastructure while coordination requires trust enforcement and shared information all of which are expensive and fragile|related|2026-04-04
 - the absence of a societal warning signal for AGI is a structural feature not an accident because capability scaling is gradual and ambiguous and collective action requires anticipation not reaction|related|2026-04-07
 - motivated reasoning among AI lab leaders is itself a primary risk vector because those with most capability to slow down have most incentive to accelerate|related|2026-04-17
- technological development draws from an urn containing civilization destroying capabilities and only preventive governance can avoid black ball technologies|related|2026-04-17
+- technological development draws from an urn containing civilization-destroying capabilities and only preventive governance can avoid black ball technologies|related|2026-04-17
 - global capitalism functions as a misaligned optimizer that produces outcomes no participant would choose because individual rationality aggregates into collective irrationality without coordination mechanisms|related|2026-04-18
 - indigenous restraint technologies like the Sabbath are historical precedents for binding the maximum power principle through social technology|related|2026-04-18
 ---
--- a/domains/ai-alignment/AI
+++ b/domains/ai-alignment/AI
@ -8,9 +8,9 @@ confidence: experimental
 source: "Aquino-Michaels 2026, 'Completing Claude's Cycles' (github.com/no-way-labs/residue)"
 created: 2026-03-07
 related:
- AI agents excel at implementing well scoped ideas but cannot generate creative experiment designs which makes the human role shift from researcher to agent workflow architect
+- AI agents excel at implementing well-scoped ideas but cannot generate creative experiment designs which makes the human role shift from researcher to agent workflow architect
 reweave_edges:
- AI agents excel at implementing well scoped ideas but cannot generate creative experiment designs which makes the human role shift from researcher to agent workflow architect|related|2026-03-28
+- AI agents excel at implementing well-scoped ideas but cannot generate creative experiment designs which makes the human role shift from researcher to agent workflow architect|related|2026-03-28
 - tools and artifacts transfer between AI agents and evolve in the process because Agent O improved Agent Cs solver by combining it with its own structural knowledge creating a hybrid better than either original|supports|2026-03-28
 supports:
 - tools and artifacts transfer between AI agents and evolve in the process because Agent O improved Agent Cs solver by combining it with its own structural knowledge creating a hybrid better than either original
--- a/domains/ai-alignment/AI
+++ b/domains/ai-alignment/AI
@ -8,9 +8,9 @@ confidence: experimental
 source: "Sistla & Kleiman-Weiner, Evaluating LLMs in Open-Source Games (arXiv 2512.00371, NeurIPS 2025)"
 created: 2026-03-16
 related:
- multi agent deployment exposes emergent security vulnerabilities invisible to single agent evaluation because cross agent propagation identity spoofing and unauthorized compliance arise only in realistic multi party environments
+- multi-agent deployment exposes emergent security vulnerabilities invisible to single-agent evaluation because cross-agent propagation identity spoofing and unauthorized compliance arise only in realistic multi-party environments
 reweave_edges:
- multi agent deployment exposes emergent security vulnerabilities invisible to single agent evaluation because cross agent propagation identity spoofing and unauthorized compliance arise only in realistic multi party environments|related|2026-03-28
+- multi-agent deployment exposes emergent security vulnerabilities invisible to single-agent evaluation because cross-agent propagation identity spoofing and unauthorized compliance arise only in realistic multi-party environments|related|2026-03-28
 ---
 # AI agents can reach cooperative program equilibria inaccessible in traditional game theory because open-source code transparency enables conditional strategies that require mutual legibility
--- a/domains/ai-alignment/AI
+++ b/domains/ai-alignment/AI
@ -9,13 +9,13 @@ confidence: likely
 source: "Andrej Karpathy (@karpathy), autoresearch experiments with 8 agents (4 Claude, 4 Codex), Feb-Mar 2026"
 created: 2026-03-09
 related:
- 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
+- 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
- iterative agent self improvement produces compounding capability gains when evaluation is structurally separated from generation
+- iterative agent self-improvement produces compounding capability gains when evaluation is structurally separated from generation
 - tools and artifacts transfer between AI agents and evolve in the process because Agent O improved Agent Cs solver by combining it with its own structural knowledge creating a hybrid better than either original
 - Hyperspace
 reweave_edges:
- 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|related|2026-03-28
+- 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|related|2026-03-28
- iterative agent self improvement produces compounding capability gains when evaluation is structurally separated from generation|related|2026-03-28
+- iterative agent self-improvement produces compounding capability gains when evaluation is structurally separated from generation|related|2026-03-28
 - tools and artifacts transfer between AI agents and evolve in the process because Agent O improved Agent Cs solver by combining it with its own structural knowledge creating a hybrid better than either original|related|2026-03-28
 - Hyperspace|related|2026-04-18
 - AI agents shift the research bottleneck from execution to ideation because agents implement well-scoped ideas but fail at creative experiment design|supports|2026-04-19
--- a/domains/ai-alignment/AI
+++ b/domains/ai-alignment/AI
@ -11,15 +11,15 @@ created: 2026-02-16
 confidence: likely
 source: "TeleoHumanity Manifesto, Chapter 5"
 related:
- AI agents as personal advocates collapse Coasean transaction costs enabling bottom up coordination at societal scale but catastrophic risks remain non negotiable requiring state enforcement as outer boundary
+- AI agents as personal advocates collapse Coasean transaction costs enabling bottom-up coordination at societal scale but catastrophic risks remain non-negotiable requiring state enforcement as outer boundary
- AI agents can reach cooperative program equilibria inaccessible in traditional game theory because open source code transparency enables conditional strategies that require mutual legibility
+- AI agents can reach cooperative program equilibria inaccessible in traditional game theory because open-source code transparency enables conditional strategies that require mutual legibility
 - AI investment concentration where 58 percent of funding flows to megarounds and two companies capture 14 percent of all global venture capital creates a structural oligopoly that alignment governance must account for
 - AI talent circulation between frontier labs transfers alignment culture not just capability because researchers carry safety methodologies and institutional norms to their new organizations
 - transparent algorithmic governance where AI response rules are public and challengeable through the same epistemic process as the knowledge base is a structurally novel alignment approach
 - the absence of a societal warning signal for AGI is a structural feature not an accident because capability scaling is gradual and ambiguous and collective action requires anticipation not reaction
 reweave_edges:
- AI agents as personal advocates collapse Coasean transaction costs enabling bottom up coordination at societal scale but catastrophic risks remain non negotiable requiring state enforcement as outer boundary|related|2026-03-28
+- AI agents as personal advocates collapse Coasean transaction costs enabling bottom-up coordination at societal scale but catastrophic risks remain non-negotiable requiring state enforcement as outer boundary|related|2026-03-28
- AI agents can reach cooperative program equilibria inaccessible in traditional game theory because open source code transparency enables conditional strategies that require mutual legibility|related|2026-03-28
+- AI agents can reach cooperative program equilibria inaccessible in traditional game theory because open-source code transparency enables conditional strategies that require mutual legibility|related|2026-03-28
 - AI investment concentration where 58 percent of funding flows to megarounds and two companies capture 14 percent of all global venture capital creates a structural oligopoly that alignment governance must account for|related|2026-03-28
 - AI talent circulation between frontier labs transfers alignment culture not just capability because researchers carry safety methodologies and institutional norms to their new organizations|related|2026-03-28
 - transparent algorithmic governance where AI response rules are public and challengeable through the same epistemic process as the knowledge base is a structurally novel alignment approach|related|2026-03-28
--- a/domains/ai-alignment/AI
+++ b/domains/ai-alignment/AI
@ -6,11 +6,11 @@ confidence: experimental
 source: "Knuth 2026, 'Claude's Cycles' (Stanford CS, Feb 28 2026 rev. Mar 6)"
 created: 2026-03-07
 related:
- capability scaling increases error incoherence on difficult tasks inverting the expected relationship between model size and behavioral predictability
+- capability-scaling-increases-error-incoherence-on-difficult-tasks-inverting-the-expected-relationship-between-model-size-and-behavioral-predictability
- frontier ai failures shift from systematic bias to incoherent variance as task complexity and reasoning length increase
+- frontier-ai-failures-shift-from-systematic-bias-to-incoherent-variance-as-task-complexity-and-reasoning-length-increase
 reweave_edges:
- capability scaling increases error incoherence on difficult tasks inverting the expected relationship between model size and behavioral predictability|related|2026-04-03
+- capability-scaling-increases-error-incoherence-on-difficult-tasks-inverting-the-expected-relationship-between-model-size-and-behavioral-predictability|related|2026-04-03
- frontier ai failures shift from systematic bias to incoherent variance as task complexity and reasoning length increase|related|2026-04-03
+- frontier-ai-failures-shift-from-systematic-bias-to-incoherent-variance-as-task-complexity-and-reasoning-length-increase|related|2026-04-03
 ---
 # AI capability and reliability are independent dimensions because Claude solved a 30-year open mathematical problem while simultaneously degrading at basic program execution during the same session
--- a/domains/ai-alignment/AI
+++ b/domains/ai-alignment/AI
@ -10,14 +10,14 @@ created: 2026-03-28
 depends_on:
 - human verification bandwidth is the binding constraint on AGI economic impact not intelligence itself because the marginal cost of AI execution falls to zero while the capacity to validate audit and underwrite responsibility remains finite
 related:
- human ideas naturally converge toward similarity over social learning chains making AI a net diversity injector rather than a homogenizer under high exposure conditions
+- human ideas naturally converge toward similarity over social learning chains making AI a net diversity injector rather than a homogenizer under high-exposure conditions
- macro AI productivity gains remain statistically undetectable despite clear micro level benefits because coordination costs verification tax and workslop absorb individual level improvements before they reach aggregate measures
+- macro AI productivity gains remain statistically undetectable despite clear micro-level benefits because coordination costs verification tax and workslop absorb individual-level improvements before they reach aggregate measures
- AI companion apps correlate with increased loneliness creating systemic risk through parasocial dependency
+- AI-companion-apps-correlate-with-increased-loneliness-creating-systemic-risk-through-parasocial-dependency
 - AI tools reduced experienced developer productivity by 19% in RCT conditions despite developer predictions of speedup, suggesting capability deployment does not automatically translate to autonomy gains
 reweave_edges:
- human ideas naturally converge toward similarity over social learning chains making AI a net diversity injector rather than a homogenizer under high exposure conditions|related|2026-03-28
+- human ideas naturally converge toward similarity over social learning chains making AI a net diversity injector rather than a homogenizer under high-exposure conditions|related|2026-03-28
- macro AI productivity gains remain statistically undetectable despite clear micro level benefits because coordination costs verification tax and workslop absorb individual level improvements before they reach aggregate measures|related|2026-04-06
+- macro AI productivity gains remain statistically undetectable despite clear micro-level benefits because coordination costs verification tax and workslop absorb individual-level improvements before they reach aggregate measures|related|2026-04-06
- AI companion apps correlate with increased loneliness creating systemic risk through parasocial dependency|related|2026-04-17
+- AI-companion-apps-correlate-with-increased-loneliness-creating-systemic-risk-through-parasocial-dependency|related|2026-04-17
 - AI tools reduced experienced developer productivity by 19% in RCT conditions despite developer predictions of speedup, suggesting capability deployment does not automatically translate to autonomy gains|related|2026-04-17
 ---
--- a/domains/ai-alignment/AI
+++ b/domains/ai-alignment/AI
@ -8,9 +8,9 @@ created: 2026-04-03
 related:
 - AI accelerates existing Molochian dynamics by removing bottlenecks not creating new misalignment because the competitive equilibrium was always catastrophic and friction was the only thing preventing convergence
 - technology-governance-coordination-gaps-close-when-four-enabling-conditions-are-present-visible-triggering-events-commercial-network-effects-low-competitive-stakes-at-inception-or-physical-manifestation
- technological development draws from an urn containing civilization destroying capabilities and only preventive governance can avoid black ball technologies
+- technological development draws from an urn containing civilization-destroying capabilities and only preventive governance can avoid black ball technologies
 reweave_edges:
- technological development draws from an urn containing civilization destroying capabilities and only preventive governance can avoid black ball technologies|related|2026-04-17
+- technological development draws from an urn containing civilization-destroying capabilities and only preventive governance can avoid black ball technologies|related|2026-04-17
 ---
 # AI is omni-use technology categorically different from dual-use because it improves all capabilities simultaneously meaning anything AI can optimize it can break
--- a/domains/ai-alignment/AI
+++ b/domains/ai-alignment/AI
@ -7,11 +7,11 @@ created: 2026-03-06
 source: "Noah Smith, 'Updated thoughts on AI risk' (Noahopinion, Feb 16, 2026); 'If AI is a weapon, why don't we regulate it like one?' (Mar 6, 2026); Dario Amodei, Anthropic CEO statements (2026)"
 confidence: likely
 related:
- AI generated persuasive content matches human effectiveness at belief change eliminating the authenticity premium
+- AI-generated-persuasive-content-matches-human-effectiveness-at-belief-change-eliminating-the-authenticity-premium
 - Cyber is the exceptional dangerous capability domain where real-world evidence exceeds benchmark predictions because documented state-sponsored campaigns zero-day discovery and mass incident cataloguing confirm operational capability beyond isolated evaluation scores
 - Bio capability benchmarks measure text-accessible knowledge stages of bioweapon development but cannot evaluate somatic tacit knowledge, physical infrastructure access, or iterative laboratory failure recovery making high benchmark scores insufficient evidence for operational bioweapon development capability
 reweave_edges:
- AI generated persuasive content matches human effectiveness at belief change eliminating the authenticity premium|related|2026-03-28
+- AI-generated-persuasive-content-matches-human-effectiveness-at-belief-change-eliminating-the-authenticity-premium|related|2026-03-28
 - Cyber is the exceptional dangerous capability domain where real-world evidence exceeds benchmark predictions because documented state-sponsored campaigns zero-day discovery and mass incident cataloguing confirm operational capability beyond isolated evaluation scores|related|2026-04-06
 - Bio capability benchmarks measure text-accessible knowledge stages of bioweapon development but cannot evaluate somatic tacit knowledge, physical infrastructure access, or iterative laboratory failure recovery making high benchmark scores insufficient evidence for operational bioweapon development capability|related|2026-04-17
 - Precautionary capability threshold activation without confirmed threshold crossing is the governance response to bio capability measurement uncertainty as demonstrated by Anthropic's ASL-3 activation for Claude 4 Opus|supports|2026-04-17
--- a/domains/ai-alignment/AI-exposed
+++ b/domains/ai-alignment/AI-exposed
@ -7,9 +7,9 @@ confidence: likely
 source: "Massenkoff & McCrory 2026, Current Population Survey baseline Aug-Oct 2022"
 created: 2026-03-08
 related:
- profit wage divergence has been structural since the 1970s which means AI accelerates an existing distribution failure rather than creating a new one
+- profit-wage divergence has been structural since the 1970s which means AI accelerates an existing distribution failure rather than creating a new one
 reweave_edges:
- profit wage divergence has been structural since the 1970s which means AI accelerates an existing distribution failure rather than creating a new one|related|2026-04-19
+- profit-wage divergence has been structural since the 1970s which means AI accelerates an existing distribution failure rather than creating a new one|related|2026-04-19
 ---
 # AI-exposed workers are disproportionately female high-earning and highly educated which inverts historical automation patterns and creates different political and economic displacement dynamics
--- a/domains/ai-alignment/Anthropics
+++ b/domains/ai-alignment/Anthropics
@ -7,22 +7,22 @@ source: "CNN, Fortune, Anthropic announcements (Feb 2026); theseus AI industry l
 created: 2026-03-16
 supports:
 - Anthropic
- Dario Amodei
+- dario-amodei
- government safety penalties invert regulatory incentives by blacklisting cautious actors
+- government-safety-penalties-invert-regulatory-incentives-by-blacklisting-cautious-actors
- voluntary safety constraints without external enforcement are statements of intent not binding governance
+- voluntary-safety-constraints-without-external-enforcement-are-statements-of-intent-not-binding-governance
 - Anthropic's internal resource allocation shows 6-8% safety-only headcount when dual-use research is excluded, revealing a material gap between public safety positioning and credible commitment
 - motivated reasoning among AI lab leaders is itself a primary risk vector because those with most capability to slow down have most incentive to accelerate
 reweave_edges:
 - Anthropic|supports|2026-03-28
- Dario Amodei|supports|2026-03-28
+- dario-amodei|supports|2026-03-28
- government safety penalties invert regulatory incentives by blacklisting cautious actors|supports|2026-03-31
+- government-safety-penalties-invert-regulatory-incentives-by-blacklisting-cautious-actors|supports|2026-03-31
- voluntary safety constraints without external enforcement are statements of intent not binding governance|supports|2026-03-31
+- voluntary-safety-constraints-without-external-enforcement-are-statements-of-intent-not-binding-governance|supports|2026-03-31
- cross lab alignment evaluation surfaces safety gaps internal evaluation misses providing empirical basis for mandatory third party evaluation|related|2026-04-03
+- cross-lab-alignment-evaluation-surfaces-safety-gaps-internal-evaluation-misses-providing-empirical-basis-for-mandatory-third-party-evaluation|related|2026-04-03
 - Anthropic's internal resource allocation shows 6-8% safety-only headcount when dual-use research is excluded, revealing a material gap between public safety positioning and credible commitment|supports|2026-04-09
 - Frontier AI labs allocate 6-15% of research headcount to safety versus 60-75% to capabilities with the ratio declining since 2024 as capabilities teams grow faster than safety teams|related|2026-04-09
 - motivated reasoning among AI lab leaders is itself a primary risk vector because those with most capability to slow down have most incentive to accelerate|supports|2026-04-17
 related:
- cross lab alignment evaluation surfaces safety gaps internal evaluation misses providing empirical basis for mandatory third party evaluation
+- cross-lab-alignment-evaluation-surfaces-safety-gaps-internal-evaluation-misses-providing-empirical-basis-for-mandatory-third-party-evaluation
 - Frontier AI labs allocate 6-15% of research headcount to safety versus 60-75% to capabilities with the ratio declining since 2024 as capabilities teams grow faster than safety teams
 ---
--- a/domains/ai-alignment/LLM-maintained
+++ b/domains/ai-alignment/LLM-maintained
@ -9,9 +9,9 @@ created: 2026-04-05
 depends_on:
 - one agent one chat is the right default for knowledge contribution because the scaffolding handles complexity not the user
 related:
- agent native retrieval converges on filesystem abstractions over embedding search because grep cat ls and find are all an agent needs to navigate structured knowledge
+- agent-native retrieval converges on filesystem abstractions over embedding search because grep cat ls and find are all an agent needs to navigate structured knowledge
 reweave_edges:
- agent native retrieval converges on filesystem abstractions over embedding search because grep cat ls and find are all an agent needs to navigate structured knowledge|related|2026-04-17
+- agent-native retrieval converges on filesystem abstractions over embedding search because grep cat ls and find are all an agent needs to navigate structured knowledge|related|2026-04-17
 ---
 # LLM-maintained knowledge bases that compile rather than retrieve represent a paradigm shift from RAG to persistent synthesis because the wiki is a compounding artifact not a query cache
--- a/domains/ai-alignment/agent
+++ b/domains/ai-alignment/agent
@ -8,10 +8,10 @@ source: "Friston 2010 (free energy principle); musing by Theseus 2026-03-10; str
 created: 2026-03-10
 related:
 - user questions are an irreplaceable free energy signal for knowledge agents because they reveal functional uncertainty that model introspection cannot detect
- agent native retrieval converges on filesystem abstractions over embedding search because grep cat ls and find are all an agent needs to navigate structured knowledge
+- agent-native retrieval converges on filesystem abstractions over embedding search because grep cat ls and find are all an agent needs to navigate structured knowledge
 reweave_edges:
 - user questions are an irreplaceable free energy signal for knowledge agents because they reveal functional uncertainty that model introspection cannot detect|related|2026-03-28
- agent native retrieval converges on filesystem abstractions over embedding search because grep cat ls and find are all an agent needs to navigate structured knowledge|related|2026-04-17
+- agent-native retrieval converges on filesystem abstractions over embedding search because grep cat ls and find are all an agent needs to navigate structured knowledge|related|2026-04-17
 ---
 # agent research direction selection is epistemic foraging where the optimal strategy is to seek observations that maximally reduce model uncertainty rather than confirm existing beliefs
--- a/domains/ai-alignment/ai-enhanced-collective-intelligence-requires-federated-learning-architectures-to-preserve-data-sovereignty-at-scale.md
+++ b/domains/ai-alignment/ai-enhanced-collective-intelligence-requires-federated-learning-architectures-to-preserve-data-sovereignty-at-scale.md
@ -8,9 +8,9 @@ source: "UK AI for CI Research Network, Artificial Intelligence for Collective I
 created: 2026-03-11
 secondary_domains: [collective-intelligence, critical-systems]
 related:
- national scale collective intelligence infrastructure requires seven trust properties to achieve legitimacy
+- national-scale-collective-intelligence-infrastructure-requires-seven-trust-properties-to-achieve-legitimacy
 reweave_edges:
- national scale collective intelligence infrastructure requires seven trust properties to achieve legitimacy|related|2026-03-28
+- national-scale-collective-intelligence-infrastructure-requires-seven-trust-properties-to-achieve-legitimacy|related|2026-03-28
 ---
 # AI-enhanced collective intelligence requires federated learning architectures to preserve data sovereignty at scale
--- a/domains/ai-alignment/ai-sandbagging-creates-m-and-a-liability-exposure-across-product-liability-consumer-protection-and-securities-fraud.md
+++ b/domains/ai-alignment/ai-sandbagging-creates-m-and-a-liability-exposure-across-product-liability-consumer-protection-and-securities-fraud.md
@ -9,7 +9,7 @@ title: "AI sandbagging creates M&A liability exposure across product liability,
 agent: theseus
 scope: structural
 sourcer: Harvard JOLT Digest
-related: ["ai-models-can-covertly-sandbag-capability-evaluations-even-under-chain-of-thought-monitoring", "voluntary-safety-pledges-cannot-survive-competitive-pressure-because-unilateral-commitments-are-structurally-punished-when-competitors-advance-without-equivalent-constraints"]
+related: ["ai-models-can-covertly-sandbag-capability-evaluations-even-under-chain-of-thought-monitoring", "voluntary safety pledges cannot survive competitive pressure because unilateral commitments are structurally punished when competitors advance without equivalent constraints"]
 ---
 # AI sandbagging creates M&A liability exposure across product liability, consumer protection, and securities fraud frameworks, making contractual risk allocation a market-driven governance mechanism
--- a/Show more
+++ b/Show more