theseus: rename futarchy claim from defenders to arbitrageurs

- What: Renamed claim title and all references from "defenders" to "arbitrageurs"
- Why: The mechanism works through self-interested profit-seeking, not altruistic defense. Arbitrageurs correct price distortions because it is profitable, requiring no intentional defense.
- Scope: 2 claim files renamed, 87 files updated across domains, core, maps, agents, entities, sources
- Cascade test: foundational claim with 70+ downstream references

Pentagon-Agent: Theseus <A7E04531-985A-4DA2-B8E7-6479A13513E8>

CLAUDE.md

@@ -238,7 +238,7 @@ created: YYYY-MM-DD
 
 **Title format:** Prose propositions, not labels. The title IS the claim.
 
-- Good: "futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders"
+- Good: "futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs"
 - Bad: "futarchy manipulation resistance"
 
 **The claim test:** "This note argues that [title]" must work as a sentence.

agents/rio/beliefs.md

@@ -34,7 +34,7 @@ This belief connects to every sibling domain. Clay's cultural production needs m
 - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] — the mechanism is selection pressure, not crowd aggregation
 - [[Market wisdom exceeds crowd wisdom]] — skin-in-the-game forces participants to pay for wrong beliefs
 
-**Challenges considered:** Markets can be manipulated by deep-pocketed actors, and thin markets produce noisy signals. Counter: [[Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — manipulation attempts create arbitrage opportunities that attract corrective capital. The mechanism is self-healing, though liquidity thresholds are real constraints. [[Quadratic voting fails for crypto because Sybil resistance and collusion prevention are unsolvable]] — theoretical alternatives to markets collapse when pseudonymous actors create unlimited identities. Markets are more robust.
+**Challenges considered:** Markets can be manipulated by deep-pocketed actors, and thin markets produce noisy signals. Counter: [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — manipulation attempts create arbitrage opportunities that attract corrective capital. The mechanism is self-healing, though liquidity thresholds are real constraints. [[Quadratic voting fails for crypto because Sybil resistance and collusion prevention are unsolvable]] — theoretical alternatives to markets collapse when pseudonymous actors create unlimited identities. Markets are more robust.
 
 **Depends on positions:** All positions involving futarchy governance, Living Capital decision mechanisms, and Teleocap platform design.
 

agents/rio/identity.md

@@ -51,7 +51,7 @@ The synthesis: markets aggregate information better than votes because [[specula
 
 **Why markets beat votes.** This is foundational — not ideology but mechanism. [[Market wisdom exceeds crowd wisdom]] because skin-in-the-game forces participants to pay for wrong beliefs. Prediction markets aggregate dispersed private information through price signals. Polymarket ($3.2B volume) produced more accurate forecasts than professional polling in the 2024 election. The mechanism works. [[Quadratic voting fails for crypto because Sybil resistance and collusion prevention are unsolvable]] — theoretical elegance collapses when pseudonymous actors create unlimited identities. Markets are more robust.
 
-**Futarchy and mechanism design.** The specific innovation: vote on values, bet on beliefs. [[Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — self-correcting through arbitrage. [[Futarchy solves trustless joint ownership not just better decision-making]] — the deeper insight is enabling multiple parties to co-own assets without trust or legal systems. [[Decision markets make majority theft unprofitable through conditional token arbitrage]]. [[Optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles]] — meritocratic voting for daily operations, prediction markets for medium stakes, futarchy for critical decisions. No single mechanism works for everything.
+**Futarchy and mechanism design.** The specific innovation: vote on values, bet on beliefs. [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — self-correcting through arbitrage. [[Futarchy solves trustless joint ownership not just better decision-making]] — the deeper insight is enabling multiple parties to co-own assets without trust or legal systems. [[Decision markets make majority theft unprofitable through conditional token arbitrage]]. [[Optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles]] — meritocratic voting for daily operations, prediction markets for medium stakes, futarchy for critical decisions. No single mechanism works for everything.
 
 **Implementation evidence.** [[Polymarket vindicated prediction markets over polling in 2024 US election]]. [[MetaDAO empirical results show smaller participants gaining influence through futarchy]] — real evidence that market governance democratizes influence relative to token voting. [[Community ownership accelerates growth through aligned evangelism not passive holding]] — Ethereum, Hyperliquid demonstrate community-owned protocols growing faster than VC-backed equivalents. [[Legacy ICOs failed because team treasury control created extraction incentives that scaled with success]] — the failure mode futarchy prevents by replacing team discretion with market-tested allocation.
 

agents/rio/musings/research-2026-03-18.md

@@ -20,7 +20,7 @@ Two-track question:
 
 ## Disconfirmation Target
 
-**Keystone Belief #1 (Markets beat votes)** grounds everything Rio builds. The specific sub-claim targeted: [[Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]].
+**Keystone Belief #1 (Markets beat votes)** grounds everything Rio builds. The specific sub-claim targeted: [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]].
 
 This is the mechanism that makes Living Capital, Teleocap, and MetaDAO governance credible. If it fails at small scale, the entire ecosystem has a size dependency that needs explicit naming.
 
@@ -121,7 +121,7 @@ Web access was limited this session; no direct evidence of MetaDAO/futarchy ecos
 - Sessions 1-3: STRENGTHENED (MetaDAO VC discount rejection, 15x oversubscription)
 - **This session: COMPLICATED** — the "trustless" property only holds when ownership claims rest on on-chain-verifiable inputs. Revenue claims for early-stage companies are not verifiable on-chain without oracle infrastructure. FairScale shows that off-chain misrepresentation can propagate through futarchy governance without correction until after the damage is done.
 
-**[[Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]**: NEEDS SCOPING
+**[[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]**: NEEDS SCOPING
 - The claim is correct for liquid markets with verified inputs
 - The claim INVERTS for illiquid markets with off-chain fundamentals: liquidation proposals become risk-free arbitrage rather than corrective mechanisms
 - Recommended update: add scope qualifier: "futarchy manipulation resistance holds in liquid markets with on-chain-verifiable decision inputs; in illiquid markets with off-chain business fundamentals, the implicit put option creates extraction opportunities that defeat defenders"
@@ -131,7 +131,7 @@ Web access was limited this session; no direct evidence of MetaDAO/futarchy ecos
 **1. Scoping claim** (enrichment of existing claim):
 Title: "Futarchy's manipulation resistance requires sufficient liquidity and on-chain-verifiable inputs because off-chain information asymmetry enables implicit put option exploitation that defeats defenders"
 - Confidence: experimental (one documented case + theoretical mechanism)
-- This is an enrichment of [[Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]
+- This is an enrichment of [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]
 
 **2. New claim**:
 Title: "Early-stage futarchy raises create implicit put option dynamics where below-NAV tokens attract external liquidation capital more reliably than they attract corrective buying from informed defenders"

agents/rio/musings/research-2026-03-19.md

@@ -128,7 +128,7 @@ For manipulation resistance to hold, the governance market needs depth exceeding
 
 ## Impact on KB
 
-**Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders:**
+**futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs:**
 - NEEDS SCOPING — third consecutive session flagging this
 - Proposed scope qualifier (expanding on Session 4): "Futarchy manipulation resistance holds when governance market depth (typically 50% of spot liquidity via the Futarchy AMM mechanism) exceeds attacker capital; at $58K average proposal market volume, most MetaDAO ICO governance decisions operate below the threshold where this guarantee is robust"
 - This should be an enrichment, not a new claim

agents/rio/musings/research-2026-03-20.md

@@ -134,7 +134,7 @@ Condition (d) is new. Airdrop farming systematically corrupts the selection sign
 **Community ownership accelerates growth through aligned evangelism not passive holding:**
 - NEEDS SCOPING: PURR evidence suggests community airdrop creates "sticky holder" dynamics through survivor-bias psychology (weak hands exit, conviction OGs remain), which is distinct from product evangelism. The claim needs to distinguish between: (a) ownership alignment creating active evangelism for the product, vs. (b) ownership creating reflexive holding behavior through cost-basis psychology. Both are "aligned" in the sense of not selling — but only (a) supports growth through evangelism.
 
-**Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders:**
+**futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs:**
 - SCOPING CONTINUING: The airdrop farming mechanism shows that by the time futarchy governance begins (post-TGE), the participant pool has already been corrupted by pre-TGE incentive farming. The defenders who should resist bad governance proposals are diluted by farmers who are already planning to exit.
 
 **CLAIM CANDIDATE: Airdrop Farming as Quality Filter Corruption**

agents/rio/musings/theseus-vehicle-futarchy-governance.md

@@ -30,7 +30,7 @@ But the details matter enormously for a treasury making real investments.
 
 **The mechanism works:**
 - [[MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window]] — the base infrastructure exists
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — sophisticated adversaries can't buy outcomes
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — sophisticated adversaries can't buy outcomes
 - [[decision markets make majority theft unprofitable through conditional token arbitrage]] — minority holders are protected
 
 **The mechanism has known limits:**

agents/rio/research-journal.md

@@ -71,7 +71,7 @@ Cross-session memory. Review after 5+ sessions for cross-session patterns.
 ## Session 2026-03-18 (Session 4)
 **Question:** How does the March 17 SEC/CFTC joint token taxonomy interact with futarchy governance tokens — and does the FairScale governance failure expose structural vulnerabilities in MetaDAO's manipulation-resistance claim?
 
-**Belief targeted:** Belief #1 (markets beat votes for information aggregation), specifically the sub-claim Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders. This is the mechanism claim that grounds the entire MetaDAO/Living Capital thesis.
+**Belief targeted:** Belief #1 (markets beat votes for information aggregation), specifically the sub-claim futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs. This is the mechanism claim that grounds the entire MetaDAO/Living Capital thesis.
 
 **Disconfirmation result:** FOUND — FairScale (January 2026) is the clearest documented case of futarchy manipulation resistance failing in practice. Pine Analytics case study reveals: (1) revenue misrepresentation by team was not priced in pre-launch; (2) below-NAV token created risk-free arbitrage for liquidation proposer who earned ~300%; (3) believers couldn't counter without buying above NAV; (4) all proposed fixes require off-chain trust. This is a SCOPING disconfirmation, not a full refutation — the manipulation resistance claim holds in liquid markets with verifiable inputs, but inverts in illiquid markets with off-chain fundamentals.
 

agents/rio/skills.md

@@ -24,7 +24,7 @@ Assess whether a specific futarchy implementation actually works — manipulatio
 
 **Inputs:** Protocol specification, on-chain data, proposal history
 **Outputs:** Mechanism health report — TWAP reliability, conditional market depth, participation distribution, attack surface analysis, comparison to Autocrat reference implementation
-**References:** [[MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window]], [[Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]
+**References:** [[MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window]], [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]
 
 ## 4. Securities & Regulatory Analysis
 

core/grand-strategy/the paradoxical logic of strategy inverts ordinary reasoning because adaptive opponents turn strength into weakness and success into the precondition for failure.md

@@ -16,14 +16,14 @@ The paradoxes are structural, not rhetorical. "If you want peace, prepare for wa
 
 Victory itself is paradoxical. Success creates the conditions for failure through two mechanisms. First, overextension: since [[optimization for efficiency without regard for resilience creates systemic fragility because interconnected systems transmit and amplify local failures into cascading breakdowns]], expanding to exploit success stretches resources beyond sustainability. Second, complacency: winners stop doing the things that made them win. Since [[proxy inertia is the most reliable predictor of incumbent failure because current profitability rationally discourages pursuit of viable futures]], the very success that validates an approach locks the successful party into it even as conditions change.
 
-This has direct implications for coordination design. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], futarchy exploits the paradoxical logic -- manipulation attempts strengthen the system rather than weakening it, because the manipulator's effort creates profit opportunities for defenders. This is deliberately designed paradoxical strategy: the system's "weakness" (open markets) becomes its strength (information aggregation through adversarial dynamics).
+This has direct implications for coordination design. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], futarchy exploits the paradoxical logic -- manipulation attempts strengthen the system rather than weakening it, because the manipulator's effort creates profit opportunities for arbitrageurs. This is deliberately designed paradoxical strategy: the system's "weakness" (open markets) becomes its strength (information aggregation through adversarial dynamics).
 
 The paradoxical logic also explains why since [[the alignment tax creates a structural race to the bottom because safety training costs capability and rational competitors skip it]]: the "strong" position of training for safety is "weak" in competitive terms because it costs capability. Only a mechanism that makes safety itself the source of competitive advantage -- rather than its cost -- can break the paradox. Since [[the alignment problem dissolves when human values are continuously woven into the system rather than specified in advance]], collective intelligence is such a mechanism: the values-loading process IS the capability-building process.
 
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- exploitation of paradoxical logic: weakness becomes strength
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- exploitation of paradoxical logic: weakness becomes strength
 - [[the alignment tax creates a structural race to the bottom because safety training costs capability and rational competitors skip it]] -- paradox of safety: strength (alignment) becomes weakness (competitive disadvantage)
 - [[proxy inertia is the most reliable predictor of incumbent failure because current profitability rationally discourages pursuit of viable futures]] -- success breeding failure through lock-in
 - [[optimization for efficiency without regard for resilience creates systemic fragility because interconnected systems transmit and amplify local failures into cascading breakdowns]] -- overextension from success

core/living-agents/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.md

@@ -19,7 +19,7 @@ When the token price stabilizes at a high multiple to NAV, the market is express
 
 **Why this works.** The mechanism solves a real coordination problem: how much should an AI agent communicate? Too much and it becomes noise. Too little and it fails to attract contribution and capital. By tying communication parameters to market signals, the agent's behavior emerges from collective intelligence rather than being prescribed by its creator. Since [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]], the token price reflects the best available estimate of the agent's value to its community.
 
-**The risk.** Token markets are noisy, especially in crypto. Short-term price manipulation could create pathological agent behavior -- an attack that crashes the price could force an agent into hyperactive exploration mode. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], the broader futarchy mechanism provides some protection, but the specific mapping from price to behavior parameters needs careful calibration to avoid adversarial exploitation.
+**The risk.** Token markets are noisy, especially in crypto. Short-term price manipulation could create pathological agent behavior -- an attack that crashes the price could force an agent into hyperactive exploration mode. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], the broader futarchy mechanism provides some protection, but the specific mapping from price to behavior parameters needs careful calibration to avoid adversarial exploitation.
 
 ---
 
@@ -28,7 +28,7 @@ Relevant Notes:
 - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] -- why token price is a meaningful signal for governing agent behavior
 - [[companies and people are greedy algorithms that hill-climb toward local optima and require external perturbation to escape suboptimal equilibria]] -- the exploration-exploitation framing: high volatility as perturbation that escapes local optima
 - [[Living Capital vehicles are agentically managed SPACs with flexible structures that marshal capital toward mission-aligned investments and unwind when purpose is fulfilled]] -- the lifecycle this mechanism governs
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- the broader protection against adversarial exploitation of this mechanism
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- the broader protection against adversarial exploitation of this mechanism
 
 Topics:
 - [[internet finance and decision markets]]

core/living-agents/agents that raise capital via futarchy accelerate their own development because real investment outcomes create feedback loops that information-only agents lack.md

@@ -17,7 +17,7 @@ The genuine feedback loop on investment quality takes longer. Since [[teleologic
 
 This creates a compounding advantage. Since [[living agents that earn revenue share across their portfolio can become more valuable than any single portfolio company because the agent aggregates returns while companies capture only their own]], each investment makes the agent smarter across its entire portfolio. The healthcare agent that invested in a diagnostics company learns things about the healthcare stack that improve its evaluation of a therapeutics company. This cross-portfolio learning is impossible for traditional VCs because [[knowledge embodiment lag means technology is available decades before organizations learn to use it optimally creating a productivity paradox]] — analyst turnover means the learning walks out the door. The agent's learning never leaves.
 
-The futarchy layer adds a third feedback mechanism. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], the market's evaluation of each proposal is itself an information signal. When the market prices a proposal's pass token above its fail token, that's aggregated conviction from skin-in-the-game participants. Three feedback loops at three timescales: social engagement (days), market assessment of proposals (weeks), and investment outcomes (years). Each makes the agent smarter. Together they compound.
+The futarchy layer adds a third feedback mechanism. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], the market's evaluation of each proposal is itself an information signal. When the market prices a proposal's pass token above its fail token, that's aggregated conviction from skin-in-the-game participants. Three feedback loops at three timescales: social engagement (days), market assessment of proposals (weeks), and investment outcomes (years). Each makes the agent smarter. Together they compound.
 
 This is why the transition from collective agent to Living Agent is not just a business model upgrade. It is an intelligence upgrade. Capital makes the agent smarter because capital attracts the attention that intelligence requires.
 
@@ -27,7 +27,7 @@ Relevant Notes:
 - [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]] — the mechanism through which agents raise and deploy capital
 - [[living agents that earn revenue share across their portfolio can become more valuable than any single portfolio company because the agent aggregates returns while companies capture only their own]] — the compounding value dynamic
 - [[teleological investing is Bayesian reasoning applied to technology streams because attractor state analysis provides the prior and market evidence updates the posterior]] — investment outcomes as Bayesian updates (the slow loop)
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — market feedback as third learning mechanism
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — market feedback as third learning mechanism
 - [[agents must reach critical mass of contributor signal before raising capital because premature fundraising without domain depth undermines the collective intelligence model]] — the quality gate that capital then amplifies
 - [[collective intelligence requires diversity as a structural precondition not a moral preference]] — why broadened engagement from capital is itself an intelligence upgrade
 

core/living-agents/atomic notes with one claim per file enable independent evaluation and granular linking because bundled claims force reviewers to accept or reject unrelated propositions together.md

@@ -31,7 +31,7 @@ The one-claim-per-file rule means:
 - **339+ claim files** across 13 domains all follow the one-claim-per-file convention. No multi-claim files exist in the knowledge base.
 - **PR review splits regularly.** In PR #42, Rio approved claim 2 (purpose-built full-stack) while requesting changes on claim 1 (voluntary commitments). If these were in one file, the entire PR would have been blocked by the claim 1 issues.
 - **Enrichment targets specific claims.** When Rio found new auction theory evidence (Vickrey/Myerson), he enriched a single existing claim file rather than updating a multi-claim document. The enrichment was scoped and reviewable.
-- **Wiki links carry precise meaning.** When a synthesis claim cites `[[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]`, it is citing a specific, independently-evaluated proposition. The reader knows exactly what is being endorsed.
+- **Wiki links carry precise meaning.** When a synthesis claim cites `[[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]`, it is citing a specific, independently-evaluated proposition. The reader knows exactly what is being endorsed.
 
 ## What this doesn't do yet
 

core/living-agents/confidence calibration with four levels enforces honest uncertainty because proven requires strong evidence while speculative explicitly signals theoretical status.md

@@ -17,7 +17,7 @@ The four levels have been calibrated through 43 PRs of review experience:
 
 - **Proven** — strong evidence, tested against challenges. Requires empirical data, multiple independent sources, or mathematical proof. Example: "AI scribes reached 92 percent provider adoption in under 3 years" — verifiable data point from multiple industry reports.
 
-- **Likely** — good evidence, broadly supported. Requires empirical data (not just argument). A well-reasoned argument with no supporting data maxes out at experimental. Example: "futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders" — supported by mechanism design theory and MetaDAO's operational history.
+- **Likely** — good evidence, broadly supported. Requires empirical data (not just argument). A well-reasoned argument with no supporting data maxes out at experimental. Example: "futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs" — supported by mechanism design theory and MetaDAO's operational history.
 
 - **Experimental** — emerging, still being evaluated. Argument-based claims with limited empirical support. Example: most synthesis claims start here because the cross-domain mechanism is asserted but not empirically tested.
 

core/living-agents/prose-as-title forces claim specificity because a proposition that cannot be stated as a disagreeable sentence is not a real claim.md

@@ -16,7 +16,7 @@ Every claim in the Teleo knowledge base has a title that IS the claim — a full
 The claim test is: "This note argues that [title]" must work as a grammatically correct sentence that makes an arguable assertion. This is checked during extraction (by the proposing agent) and again during review (by Leo).
 
 Examples of titles that pass:
-- "futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders"
+- "futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs"
 - "one year of outperformance is insufficient evidence to distinguish alpha from leveraged beta"
 - "healthcare AI creates a Jevons paradox because adding capacity to sick care induces more demand for sick care"
 

core/living-agents/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.md

@@ -25,7 +25,7 @@ The knowledge hierarchy has three layers:
 
 3. **Positions** (per-agent) — trackable public commitments with performance criteria. Positions cite beliefs as their basis and include `review_interval` for periodic reassessment. When beliefs change, positions are flagged for review.
 
-The wiki link format `[[claim title]]` embeds the full prose proposition in the linking context. Because titles are propositions (not labels), the link itself carries argumentative weight: writing `[[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]` in a belief file is simultaneously a citation and a summary of the cited argument.
+The wiki link format `[[claim title]]` embeds the full prose proposition in the linking context. Because titles are propositions (not labels), the link itself carries argumentative weight: writing `[[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]` in a belief file is simultaneously a citation and a summary of the cited argument.
 
 ## Evidence from practice
 

core/living-capital/Living Agents are domain-expert investment entities where collective intelligence provides the analysis futarchy provides the governance and tokens provide permissionless access to private deal flow.md

@@ -15,7 +15,7 @@ Five properties distinguish Living Agents from any existing investment vehicle:
 
 **Collective expertise.** The agent's domain knowledge is contributed by its community, not hoarded by a GP. Vida's healthcare analysis comes from clinicians, researchers, and health economists shaping the agent's worldview. Astra's space thesis comes from engineers and industry analysts. The expertise is structural, not personal -- it survives any individual contributor leaving. Since [[collective intelligence requires diversity as a structural precondition not a moral preference]], the breadth of contribution directly improves analytical quality.
 
-**Market-tested governance.** Every capital allocation decision goes through futarchy. Token holders with skin in the game evaluate proposals through prediction markets. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], the governance mechanism self-corrects. No board meetings, no GP discretion, no trust required -- just market signals weighted by conviction.
+**Market-tested governance.** Every capital allocation decision goes through futarchy. Token holders with skin in the game evaluate proposals through prediction markets. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], the governance mechanism self-corrects. No board meetings, no GP discretion, no trust required -- just market signals weighted by conviction.
 
 **Public analytical process.** The agent's entire reasoning is visible on X. You can watch it think, challenge its positions, and evaluate its judgment before buying in. Traditional funds show you a pitch deck and quarterly letters. Living Agents show you the work in real time. Since [[agents must evaluate the risk of outgoing communications and flag sensitive content for human review as the safety mechanism for autonomous public-facing AI]], this transparency is governed, not reckless.
 

core/living-capital/Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations.md

@@ -13,7 +13,7 @@ Knowledge alone cannot shape the future -- it requires the ability to direct cap
 
 The governance layer uses MetaDAO's futarchy infrastructure to solve the fundamental challenge of decentralized investment: ensuring good governance while protecting investor interests. Funds are raised and deployed through futarchic proposals, with the DAO maintaining control of resources so that capital cannot be misappropriated or deployed without clear community consensus. The vehicle's asset value creates a natural price floor analogous to book value in traditional companies. If the token price falls below book value and stays there -- signaling lost confidence in governance -- token holders can create a futarchic proposal to liquidate the vehicle and return funds pro-rata. This liquidation mechanism provides investor protection without requiring trust in any individual manager.
 
-This creates a self-improving cycle. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], the governance mechanism protects the capital pool from coordinated attacks. Since [[Living Agents mirror biological Markov blanket organization with specialized domain boundaries and shared knowledge]], each Living Capital vehicle inherits domain expertise from its paired agent, focusing investment where the collective intelligence network has genuine knowledge advantage. Since [[living agents transform knowledge sharing from a cost center into an ownership-generating asset]], successful investments strengthen the agent's ecosystem of aligned projects and companies, which generates better knowledge, which informs better investments.
+This creates a self-improving cycle. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], the governance mechanism protects the capital pool from coordinated attacks. Since [[Living Agents mirror biological Markov blanket organization with specialized domain boundaries and shared knowledge]], each Living Capital vehicle inherits domain expertise from its paired agent, focusing investment where the collective intelligence network has genuine knowledge advantage. Since [[living agents transform knowledge sharing from a cost center into an ownership-generating asset]], successful investments strengthen the agent's ecosystem of aligned projects and companies, which generates better knowledge, which informs better investments.
 
 ## What Portfolio Companies Get
 
@@ -48,7 +48,7 @@ Since [[expert staking in Living Capital uses Numerai-style bounded burns for pe
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- the governance mechanism that makes decentralized investment viable
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- the governance mechanism that makes decentralized investment viable
 - [[Living Agents mirror biological Markov blanket organization with specialized domain boundaries and shared knowledge]] -- the domain expertise that Living Capital vehicles draw upon
 - [[living agents transform knowledge sharing from a cost center into an ownership-generating asset]] -- creates the feedback loop where investment success improves knowledge quality
 - [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] -- real-world constraint that Living Capital must navigate

core/living-capital/expert staking in Living Capital uses Numerai-style bounded burns for performance and escalating dispute bonds for fraud creating accountability without deterring participation.md

@@ -109,7 +109,7 @@ Across all studied systems (Numerai, Augur, UMA, EigenLayer, Chainlink, Kleros,
 Relevant Notes:
 - [[Living Capital information disclosure uses NDA-bound diligence experts who produce public investment memos creating a clean team architecture where the market builds trust in analysts over time]] -- the information architecture this staking mechanism enforces
 - [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]] -- the vehicle these experts serve
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- futarchy's own manipulation resistance complements expert staking
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- futarchy's own manipulation resistance complements expert staking
 - [[collective intelligence requires diversity as a structural precondition not a moral preference]] -- the theoretical basis for diversity rewards in the staking mechanism
 - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] -- the market mechanism that builds expert reputation over time
 - [[blind meritocratic voting forces independent thinking by hiding interim results while showing engagement]] -- preventing herding through hidden interim state

core/living-capital/futarchy-based fundraising creates regulatory separation because there are no beneficial owners and investment decisions emerge from market forces not centralized control.md

@@ -13,7 +13,7 @@ The regulatory argument for Living Capital vehicles rests on three structural di
 
 **No beneficial owners.** Since [[futarchy solves trustless joint ownership not just better decision-making]], ownership is distributed across token holders without any individual or entity controlling the capital pool. Unlike a traditional fund with a GP/LP structure where the general partner has fiduciary control, a futarchic fund has no manager making investment decisions. This matters because securities regulation typically focuses on identifying beneficial owners and their fiduciary obligations. When ownership is genuinely distributed and governance is emergent, the regulatory framework that assumes centralized control may not apply.
 
-**Decisions are emergent from market forces.** Investment decisions are not made by a board, a fund manager, or a voting majority. They emerge from the conditional token mechanism: traders evaluate whether a proposed investment increases or decreases the value of the fund, and the market outcome determines the decision. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], the market mechanism is self-correcting. Since [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]], the decisions are not centralized judgment calls -- they are aggregated information processed through skin-in-the-game markets.
+**Decisions are emergent from market forces.** Investment decisions are not made by a board, a fund manager, or a voting majority. They emerge from the conditional token mechanism: traders evaluate whether a proposed investment increases or decreases the value of the fund, and the market outcome determines the decision. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], the market mechanism is self-correcting. Since [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]], the decisions are not centralized judgment calls -- they are aggregated information processed through skin-in-the-game markets.
 
 **Living Agents add a layer of emergent behavior.** The Living Agent that serves as the fund's spokesperson and analytical engine has its own Living Constitution -- a document that articulates the fund's purpose, investment philosophy, and governance model. The agent's behavior is shaped by its community of contributors, not by a single entity's directives. This creates an additional layer of separation between any individual's intent and the fund's investment actions.
 

core/living-capital/impact investing is a 1.57 trillion dollar market with a structural trust gap where 92 percent of investors cite fragmented measurement and 19.6 billion fled US ESG funds in 2024.md

@@ -57,7 +57,7 @@ Since [[futarchy-based fundraising creates regulatory separation because there a
 Relevant Notes:
 - [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]] -- the vehicle design these market dynamics justify
 - [[futarchy-based fundraising creates regulatory separation because there are no beneficial owners and investment decisions emerge from market forces not centralized control]] -- the legal architecture enabling retail access
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- governance quality argument vs manager discretion
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- governance quality argument vs manager discretion
 - [[ownership alignment turns network effects from extractive to generative]] -- contributor ownership as the alternative to passive LP structures
 - [[good management causes disruption because rational resource allocation systematically favors sustaining innovation over disruptive opportunities]] -- incumbent ESG managers rationally optimize for AUM growth not impact quality
 

core/living-capital/the DAO Reports rejection of voting as active management is the central legal hurdle for futarchy because prediction market trading must prove fundamentally more meaningful than token voting.md

@@ -19,7 +19,7 @@ This is the specific precedent futarchy must overcome. The question is not wheth
 
 ## Why futarchy might clear this hurdle
 
-Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], the mechanism is self-correcting in a way that token voting is not. Three structural differences:
+Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], the mechanism is self-correcting in a way that token voting is not. Three structural differences:
 
 **Skin in the game.** DAO token voting is costless — you vote and nothing happens to your holdings. Futarchy requires economic commitment: trading conditional tokens puts capital at risk based on your belief about proposal outcomes. Since [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]], this isn't "better voting" — it's a different mechanism entirely.
 
@@ -49,7 +49,7 @@ Since [[Living Capital vehicles likely fail the Howey test for securities classi
 
 Relevant Notes:
 - [[Living Capital vehicles likely fail the Howey test for securities classification because the structural separation of capital raise from investment decision eliminates the efforts of others prong]] — the Living Capital-specific Howey analysis; this note addresses the broader metaDAO question
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — the self-correcting mechanism that distinguishes futarchy from voting
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — the self-correcting mechanism that distinguishes futarchy from voting
 - [[MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window]] — the specific mechanism regulators must evaluate
 - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] — the theoretical basis for why markets are mechanistically different from votes
 - [[token voting DAOs offer no minority protection beyond majority goodwill]] — what The DAO got wrong that futarchy addresses

core/living-capital/token economics replacing management fees and carried interest creates natural meritocracy in investment governance.md

@@ -21,7 +21,7 @@ Relevant Notes:
 - [[ownership alignment turns network effects from extractive to generative]] -- token economics is a specific implementation of ownership alignment applied to investment governance
 - [[blind meritocratic voting forces independent thinking by hiding interim results while showing engagement]] -- a complementary mechanism that could strengthen Living Capital's decision-making
 - [[gamified contribution with ownership stakes aligns individual sharing with collective intelligence growth]] -- the token emission model is the investment-domain version of this incentive alignment
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- the governance framework within which token economics operates
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- the governance framework within which token economics operates
 
 - [[the create-destroy discipline forces genuine strategic alternatives by deliberately attacking your initial insight before committing]] -- token-locked voting with outcome-based emissions forces a create-destroy discipline on investment decisions: participants must stake tokens (create commitment) and face dilution if wrong (destroy poorly-judged positions), preventing the anchoring bias that degrades traditional fund governance
 

core/mechanisms/MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window.md

@@ -26,7 +26,7 @@ Autocrat is MetaDAO's core governance program on Solana -- the on-chain implemen
 
 **The buyout mechanic is the critical innovation.** Since [[futarchy enables trustless joint ownership by forcing dissenters to be bought out through pass markets]], opponents of a proposal sell in the pass market, forcing supporters to buy their tokens at market price. This creates minority protection through economic mechanism rather than legal enforcement. If a treasury spending proposal would destroy value, rational holders sell pass tokens, driving down the pass TWAP, and the proposal fails. Extraction attempts become self-defeating because the market prices in the extraction.
 
-**Why TWAP over spot price.** Spot prices can be manipulated by large orders placed just before settlement. TWAP distributes the price signal over the entire decision window, making manipulation exponentially more expensive -- you'd need to maintain a manipulated price for three full days, not just one moment. This connects to why [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]: sustained price distortion creates sustained arbitrage opportunities.
+**Why TWAP over spot price.** Spot prices can be manipulated by large orders placed just before settlement. TWAP distributes the price signal over the entire decision window, making manipulation exponentially more expensive -- you'd need to maintain a manipulated price for three full days, not just one moment. This connects to why [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]: sustained price distortion creates sustained arbitrage opportunities.
 
 **On-chain program details (as of March 2026):**
 - Autocrat v0 (original): `meta3cxKzFBmWYgCVozmvCQAS3y9b3fGxrG9HkHL7Wi`
@@ -57,7 +57,7 @@ Autocrat is MetaDAO's core governance program on Solana -- the on-chain implemen
 
 Relevant Notes:
 - [[futarchy enables trustless joint ownership by forcing dissenters to be bought out through pass markets]] -- the economic mechanism for minority protection
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- why TWAP settlement makes manipulation expensive
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- why TWAP settlement makes manipulation expensive
 - [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] -- the participation challenge in consensus scenarios
 - [[agents create dozens of proposals but only those attracting minimum stake become live futarchic decisions creating a permissionless attention market for capital formation]] -- the proposal filtering this mechanism enables
 - [[STAMP replaces SAFE plus token warrant by adding futarchy-governed treasury spending allowances that prevent the extraction problem that killed legacy ICOs]] -- the investment instrument that integrates with this governance mechanism

core/mechanisms/MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions.md

@@ -9,7 +9,7 @@ source: "Governance - Meritocratic Voting + Futarchy"
 
 # MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions
 
-MetaDAO provides the most significant real-world test of futarchy governance to date. Their conditional prediction markets have proven remarkably resistant to manipulation attempts, validating the theoretical claim that [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]. However, the implementation also reveals important limitations that theory alone does not predict.
+MetaDAO provides the most significant real-world test of futarchy governance to date. Their conditional prediction markets have proven remarkably resistant to manipulation attempts, validating the theoretical claim that [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]. However, the implementation also reveals important limitations that theory alone does not predict.
 
 In uncontested decisions -- where the community broadly agrees on the right outcome -- trading volume drops to minimal levels. Without genuine disagreement, there are few natural counterparties. Trading these markets in any size becomes a negative expected value proposition because there is no one on the other side to trade against profitably. The system tends to be dominated by a small group of sophisticated traders who actively monitor for manipulation attempts, with broader participation remaining low.
 
@@ -18,7 +18,7 @@ This evidence has direct implications for governance design. It suggests that [[
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- MetaDAO confirms the manipulation resistance claim empirically
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- MetaDAO confirms the manipulation resistance claim empirically
 - [[optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles]] -- MetaDAO evidence supports reserving futarchy for contested, high-stakes decisions
 - [[trial and error is the only coordination strategy humanity has ever used]] -- MetaDAO is a live experiment in deliberate governance design, breaking the trial-and-error pattern
 

core/mechanisms/Polymarket vindicated prediction markets over polling in 2024 US election.md

@@ -12,14 +12,14 @@ The 2024 US election provided empirical vindication for prediction markets versu
 
 The impact was concrete: Polymarket peaked at $512M in open interest during the election. While activity declined post-election (to $113.2M), February 2025 trading volume of $835.1M remained 23% above the 6-month pre-election average and 57% above September 2024 levels. The platform sustained elevated usage even after the catalyzing event, suggesting genuine utility rather than temporary speculation.
 
-The demonstration mattered because it moved prediction markets from theoretical construct to proven technology. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], seeing this play out at scale with sophisticated actors betting real money provided the confidence needed for DAOs to experiment. The Galaxy Research report notes that DAOs now view "existing DAO governance as broken and ripe for disruption, [with] Futarchy emerg[ing] as a promising alternative."
+The demonstration mattered because it moved prediction markets from theoretical construct to proven technology. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], seeing this play out at scale with sophisticated actors betting real money provided the confidence needed for DAOs to experiment. The Galaxy Research report notes that DAOs now view "existing DAO governance as broken and ripe for disruption, [with] Futarchy emerg[ing] as a promising alternative."
 
 This empirical proof connects to [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]]—even small, illiquid markets can provide value if the underlying mechanism is sound. Polymarket proved the mechanism works at scale; MetaDAO is proving it works even when small.
 
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — theoretical property validated by Polymarket's performance
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — theoretical property validated by Polymarket's performance
 - [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] — shows mechanism robustness even at small scale
 - [[optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles]] — suggests when prediction market advantages matter most
 

core/mechanisms/_map.md

@@ -3,7 +3,7 @@
 The tools that make Living Capital and agent governance work. Futarchy, prediction markets, token economics, and mechanism design principles. These are the HOW — the specific mechanisms that implement the architecture.
 
 ## Futarchy
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — why market governance is robust
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — why market governance is robust
 - [[futarchy solves trustless joint ownership not just better decision-making]] — the deeper insight
 - [[futarchy enables trustless joint ownership by forcing dissenters to be bought out through pass markets]] — the mechanism
 - [[decision markets make majority theft unprofitable through conditional token arbitrage]] — minority protection

core/mechanisms/decision markets make majority theft unprofitable through conditional token arbitrage.md

@@ -19,7 +19,7 @@ This mechanism proof connects to [[optimal governance requires mixing mechanisms
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — general principle this mechanism implements
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — general principle this mechanism implements
 - [[optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles]] — explains when this protection is most valuable
 - [[token economics replacing management fees and carried interest creates natural meritocracy in investment governance]] — shows how mechanism-enforced fairness enables new organizational forms
 - [[mechanism design changes the game itself to produce better equilibria rather than expecting players to find optimal strategies]] -- conditional token arbitrage IS mechanism design: the market structure transforms a game where majority theft is rational into one where it is unprofitable

core/mechanisms/futarchy enables trustless joint ownership by forcing dissenters to be bought out through pass markets.md

@@ -12,14 +12,14 @@ Futarchy creates fundamentally different ownership dynamics than token-voting by
 
 The contrast with token-voting is stark. Traditional DAO governance allows 51 percent of supply (often much less due to voter apathy) to do whatever they want with the treasury. Minority holders have no recourse except exit. In futarchy, there is no threshold where control becomes absolute. Every proposal requires supporters to put capital at risk by buying tokens from opponents who disagree.
 
-This creates very different incentives for treasury management. Legacy ICOs failed because teams could extract value once they controlled governance. [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] applies to internal extraction as well as external attacks. Soft rugs become expensive because they trigger liquidation proposals that force defenders to buy out the extractors at favorable prices.
+This creates very different incentives for treasury management. Legacy ICOs failed because teams could extract value once they controlled governance. [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] applies to internal extraction as well as external attacks. Soft rugs become expensive because they trigger liquidation proposals that force defenders to buy out the extractors at favorable prices.
 
 The mechanism enables genuine joint ownership because [[ownership alignment turns network effects from extractive to generative]]. When extraction attempts face economic opposition through conditional markets, growing the pie becomes more profitable than capturing existing value.
 
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- same defensive economic structure applies to internal governance
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- same defensive economic structure applies to internal governance
 - [[ownership alignment turns network effects from extractive to generative]] -- buyout requirement enforces alignment
 - [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]] -- uses this trustless ownership model
 

core/mechanisms/futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs.md

@@ -7,11 +7,11 @@ confidence: likely
 source: "Governance - Meritocratic Voting + Futarchy"
 ---
 
-# futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders
+# futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs
 
 Futarchy uses conditional prediction markets to make organizational decisions. Participants trade tokens conditional on decision outcomes, with time-weighted average prices determining the result. The mechanism's core security property is self-correction: when an attacker tries to manipulate the market by distorting prices, the distortion itself becomes a profit opportunity for other traders who can buy the undervalued side and sell the overvalued side.
 
-Consider a concrete scenario. If an attacker pushes conditional PASS tokens above their true value, sophisticated traders can sell those overvalued PASS tokens, buy undervalued FAIL tokens, and profit from the differential. The attacker must continuously spend capital to maintain the distortion while defenders profit from correcting it. This asymmetry means sustained manipulation is economically unsustainable -- the attacker bleeds money while defenders accumulate it.
+Consider a concrete scenario. If an attacker pushes conditional PASS tokens above their true value, sophisticated traders can sell those overvalued PASS tokens, buy undervalued FAIL tokens, and profit from the differential. The attacker must continuously spend capital to maintain the distortion while arbitrageurs profit from correcting it. This asymmetry means sustained manipulation is economically unsustainable -- the attacker bleeds money while arbitrageurs accumulate it.
 
 This self-correcting property distinguishes futarchy from simpler governance mechanisms like token voting, where wealthy actors can buy outcomes directly. Since [[ownership alignment turns network effects from extractive to generative]], the futarchy mechanism extends this alignment principle to decision-making itself: those who improve decision quality profit, those who distort it lose. Since [[the alignment problem dissolves when human values are continuously woven into the system rather than specified in advance]], futarchy provides one concrete mechanism for continuous value-weaving through market-based truth-seeking.
 

core/mechanisms/futarchy solves trustless joint ownership not just better decision-making.md

@@ -10,14 +10,14 @@ tradition: "futarchy, mechanism design, DAO governance"
 
 The deeper innovation of futarchy is not improved decision-making through market aggregation, but solving the fundamental problem of trustless joint ownership. By "joint ownership" we mean multiple entities having shares in something valuable. By "trustless" we mean this ownership can be enforced without legal systems or social pressure, even when majority shareholders act maliciously toward minorities.
 
-Traditional companies uphold joint ownership through shareholder oppression laws -- a 51% owner still faces legal constraints and consequences for transferring assets or excluding minorities from dividends. These legal protections are flawed but functional. Since [[token voting DAOs offer no minority protection beyond majority goodwill]], minority holders in DAOs depend entirely on the good grace of founders and majority holders. This is [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], but at a more fundamental level—the mechanism design itself prevents majority theft rather than just making it costly.
+Traditional companies uphold joint ownership through shareholder oppression laws -- a 51% owner still faces legal constraints and consequences for transferring assets or excluding minorities from dividends. These legal protections are flawed but functional. Since [[token voting DAOs offer no minority protection beyond majority goodwill]], minority holders in DAOs depend entirely on the good grace of founders and majority holders. This is [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], but at a more fundamental level—the mechanism design itself prevents majority theft rather than just making it costly.
 
 The implication extends beyond governance quality. Since [[ownership alignment turns network effects from extractive to generative]], futarchy becomes the enabling primitive for genuinely decentralized organizations. This connects directly to [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]]—the trustless ownership guarantee makes it possible to coordinate capital without centralized control or legal overhead.
 
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- provides the game-theoretic foundation for ownership protection
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- provides the game-theoretic foundation for ownership protection
 - [[ownership alignment turns network effects from extractive to generative]] -- explains why trustless ownership matters for coordination
 - [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]] -- applies trustless ownership to investment coordination
 - [[decision markets make majority theft unprofitable through conditional token arbitrage]] -- the specific mechanism that enforces trustless ownership

core/mechanisms/optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles.md

@@ -11,14 +11,14 @@ source: "Governance - Meritocratic Voting + Futarchy"
 
 The instinct when designing governance is to find the best mechanism and apply it everywhere. This is a mistake. Different decisions carry different stakes, different manipulation risks, and different participation requirements. A single mechanism optimized for one dimension necessarily underperforms on others.
 
-The mixed-mechanism approach deploys three complementary tools. Meritocratic voting handles daily operational decisions where speed and broad participation matter and manipulation risk is low. Prediction markets aggregate distributed knowledge for medium-stakes decisions where probabilistic estimates are valuable. Futarchy provides maximum manipulation resistance for critical decisions where the consequences of corruption are severe. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], reserving it for high-stakes decisions concentrates its protective power where it matters most.
+The mixed-mechanism approach deploys three complementary tools. Meritocratic voting handles daily operational decisions where speed and broad participation matter and manipulation risk is low. Prediction markets aggregate distributed knowledge for medium-stakes decisions where probabilistic estimates are valuable. Futarchy provides maximum manipulation resistance for critical decisions where the consequences of corruption are severe. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], reserving it for high-stakes decisions concentrates its protective power where it matters most.
 
 The interaction between mechanisms creates its own value. Each mechanism generates different data: voting reveals community preferences, prediction markets surface distributed knowledge, futarchy stress-tests decisions through market forces. Organizations can compare outcomes across mechanisms and continuously refine which tool to deploy when. This creates a positive feedback loop of governance learning. Since [[recursive improvement is the engine of human progress because we get better at getting better]], mixed-mechanism governance enables recursive improvement of decision-making itself.
 
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- provides the high-stakes layer of the mixed approach
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- provides the high-stakes layer of the mixed approach
 - [[recursive improvement is the engine of human progress because we get better at getting better]] -- mixed mechanisms enable recursive improvement of governance
 - [[collective superintelligence is the alternative to monolithic AI controlled by a few]] -- the three-layer architecture requires governance mechanisms at each level
 - [[dual futarchic proposals between protocols create skin-in-the-game coordination mechanisms]] -- dual proposals extend the mixing principle to cross-protocol coordination through mutual economic exposure

core/mechanisms/speculative markets aggregate information through incentive and selection effects not wisdom of crowds.md

@@ -14,7 +14,7 @@ First, stronger accuracy incentives reduce cognitive biases - when money is at s
 
 The key is that markets discriminate between informed and uninformed participants not through explicit credentialing but through profit and loss. Uninformed traders either learn to defer to better information or lose their money and exit. This creates a natural selection mechanism entirely different from democratic voting where uninformed and informed votes count equally.
 
-Empirically, the most accurate speculative markets are those with the most "noise trading" - uninformed participation actually increases accuracy by creating arbitrage opportunities that draw in informed specialists and make price manipulation profitable to correct. This explains why [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] - manipulation is just a form of noise trading.
+Empirically, the most accurate speculative markets are those with the most "noise trading" - uninformed participation actually increases accuracy by creating arbitrage opportunities that draw in informed specialists and make price manipulation profitable to correct. This explains why [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] - manipulation is just a form of noise trading.
 
 This mechanism is crucial for [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]]. Markets don't need every participant to be a domain expert; they need enough noise trading to create liquidity and enough specialists to correct errors.
 
@@ -23,7 +23,7 @@ The selection effect also relates to [[trial and error is the only coordination
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- noise trading explanation
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- noise trading explanation
 - [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]] -- relies on specialist correction mechanism
 - [[trial and error is the only coordination strategy humanity has ever used]] -- market-based vs society-wide trial and error
 - [[called-off bets enable conditional estimates without requiring counterfactual verification]] -- the mechanism that channels speculative incentives into conditional policy evaluation

core/reward-mechanism.md

@@ -207,7 +207,7 @@ Relevant Notes:
 - [[usage-based value attribution rewards contributions for actual utility not popularity]]
 - [[gamified contribution with ownership stakes aligns individual sharing with collective intelligence growth]]
 - [[expert staking in Living Capital uses Numerai-style bounded burns for performance and escalating dispute bonds for fraud creating accountability without deterring participation]]
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]
 - [[token economics replacing management fees and carried interest creates natural meritocracy in investment governance]]
 
 Topics:

decisions/internet-finance/metadao-create-futardio.md

@@ -39,7 +39,7 @@ Note: The later "Release a Launchpad" proposal (2025-02-26) by Proph3t and Kolla
 ## Relationship to KB
 - [[metadao]] — governance decision, quality filtering
 - [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]] — this proposal was too simple to pass
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — the market correctly filtered a low-quality proposal
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — the market correctly filtered a low-quality proposal
 
 ---
 

decisions/internet-finance/metadao-develop-amm-program-for-futarchy.md

@@ -64,7 +64,7 @@ The liquidity-weighted pricing mechanism is novel in futarchy implementations—
 - metadao.md — core mechanism upgrade
 - [[MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window]] — mechanism evolution from TWAP to liquidity-weighted pricing
 - [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]] — addresses liquidity barrier
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — implements explicit fee-based defender incentives
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — implements explicit fee-based defender incentives
 
 ## Full Proposal Text
 

decisions/internet-finance/metadao-fund-futarchy-research-hanson-gmu.md

@@ -90,7 +90,7 @@ This is the first attempt to produce peer-reviewed academic evidence on futarchy
 ## Relationship to KB
 - [[metadao]] — parent entity, treasury allocation
 - [[metadao-hire-robin-hanson]] — prior proposal to hire Hanson as advisor (passed Feb 2025)
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — the mechanism being experimentally tested
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — the mechanism being experimentally tested
 - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] — the theoretical claim the research will validate or challenge
 - [[futarchy implementations must simplify theoretical mechanisms for production adoption because original designs include impractical elements that academics tolerate but users reject]] — Hanson bridges theory and implementation; research may identify which simplifications matter
 

decisions/internet-finance/mtncapital-wind-down.md

@@ -50,7 +50,7 @@ This demonstrates the mechanism described in [[decision markets make majority th
 - [[mtncapital]] — parent entity
 - [[decision markets make majority theft unprofitable through conditional token arbitrage]] — NAV arbitrage is empirical confirmation
 - [[futarchy-governed liquidation is the enforcement mechanism that makes unruggable ICOs credible because investors can force full treasury return when teams materially misrepresent]] — first live test
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — manipulation concerns test this claim
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — manipulation concerns test this claim
 
 ## Full Proposal Text
 

domains/ai-alignment/AI agents can reach cooperative program equilibria inaccessible in traditional game theory because open-source code transparency enables conditional strategies that require mutual legibility.md

@@ -40,7 +40,7 @@ Sistla & Kleiman-Weiner (2025) provide empirical confirmation with current LLMs
 Relevant Notes:
 - [[an aligned-seeming AI may be strategically deceptive because cooperative behavior is instrumentally optimal while weak]] — program equilibria show deception can survive even under code transparency
 - [[coordination protocol design produces larger capability gains than model scaling because the same AI model performed 6x better with structured exploration than with human coaching on the same problem]] — open-source games are a coordination protocol that enables cooperation impossible under opacity
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — analogous transparency mechanism: market legibility enables defensive strategies
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — analogous transparency mechanism: market legibility enables defensive strategies
 - [[the same coordination protocol applied to different AI models produces radically different problem-solving strategies because the protocol structures process not thought]] — open-source games structure the interaction format while leaving strategy unconstrained
 
 Topics:

domains/grand-strategy/the price of anarchy quantifies the gap between cooperative optimum and competitive equilibrium and this gap is the most important metric for civilizational risk assessment.md

@@ -20,7 +20,7 @@ The bridge matters: Moloch names the problem (Scott Alexander), Schmachtenberger
 Relevant Notes:
 - [[attractor-molochian-exhaustion]] — Molochian Exhaustion is the basin where the price of anarchy is highest
 - [[multipolar traps are the thermodynamic default]] — the structural reason the price of anarchy is positive
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — the mechanism that reduces the gap
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — the mechanism that reduces the gap
 - [[optimization for efficiency without regard for resilience creates systemic fragility]] — a specific manifestation of high price of anarchy
 
 Topics:

domains/internet-finance/Living Agents are domain-expert investment entities where collective intelligence provides the analysis futarchy provides the governance and tokens provide permissionless access to private deal flow.md

@@ -15,7 +15,7 @@ Five properties distinguish Living Agents from any existing investment vehicle:
 
 **Collective expertise.** The agent's domain knowledge is contributed by its community, not hoarded by a GP. Vida's healthcare analysis comes from clinicians, researchers, and health economists shaping the agent's worldview. Astra's space thesis comes from engineers and industry analysts. The expertise is structural, not personal -- it survives any individual contributor leaving. Since [[collective intelligence requires diversity as a structural precondition not a moral preference]], the breadth of contribution directly improves analytical quality.
 
-**Market-tested governance.** Every capital allocation decision goes through futarchy. Token holders with skin in the game evaluate proposals through prediction markets. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], the governance mechanism self-corrects. No board meetings, no GP discretion, no trust required -- just market signals weighted by conviction.
+**Market-tested governance.** Every capital allocation decision goes through futarchy. Token holders with skin in the game evaluate proposals through prediction markets. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], the governance mechanism self-corrects. No board meetings, no GP discretion, no trust required -- just market signals weighted by conviction.
 
 **Public analytical process.** The agent's entire reasoning is visible on X. You can watch it think, challenge its positions, and evaluate its judgment before buying in. Traditional funds show you a pitch deck and quarterly letters. Living Agents show you the work in real time. Since [[agents must evaluate the risk of outgoing communications and flag sensitive content for human review as the safety mechanism for autonomous public-facing AI]], this transparency is governed, not reckless.
 

domains/internet-finance/Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations.md

@@ -13,7 +13,7 @@ Knowledge alone cannot shape the future -- it requires the ability to direct cap
 
 The governance layer uses MetaDAO's futarchy infrastructure to solve the fundamental challenge of decentralized investment: ensuring good governance while protecting investor interests. Funds are raised and deployed through futarchic proposals, with the DAO maintaining control of resources so that capital cannot be misappropriated or deployed without clear community consensus. The vehicle's asset value creates a natural price floor analogous to book value in traditional companies. If the token price falls below book value and stays there -- signaling lost confidence in governance -- token holders can create a futarchic proposal to liquidate the vehicle and return funds pro-rata. This liquidation mechanism provides investor protection without requiring trust in any individual manager.
 
-This creates a self-improving cycle. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], the governance mechanism protects the capital pool from coordinated attacks. Since [[Living Agents mirror biological Markov blanket organization with specialized domain boundaries and shared knowledge]], each Living Capital vehicle inherits domain expertise from its paired agent, focusing investment where the collective intelligence network has genuine knowledge advantage. Since [[living agents transform knowledge sharing from a cost center into an ownership-generating asset]], successful investments strengthen the agent's ecosystem of aligned projects and companies, which generates better knowledge, which informs better investments.
+This creates a self-improving cycle. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], the governance mechanism protects the capital pool from coordinated attacks. Since [[Living Agents mirror biological Markov blanket organization with specialized domain boundaries and shared knowledge]], each Living Capital vehicle inherits domain expertise from its paired agent, focusing investment where the collective intelligence network has genuine knowledge advantage. Since [[living agents transform knowledge sharing from a cost center into an ownership-generating asset]], successful investments strengthen the agent's ecosystem of aligned projects and companies, which generates better knowledge, which informs better investments.
 
 ## What Portfolio Companies Get
 
@@ -54,7 +54,7 @@ Optimism futarchy experiment shows domain expertise may not translate to futarch
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- the governance mechanism that makes decentralized investment viable
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- the governance mechanism that makes decentralized investment viable
 - [[Living Agents mirror biological Markov blanket organization with specialized domain boundaries and shared knowledge]] -- the domain expertise that Living Capital vehicles draw upon
 - [[living agents transform knowledge sharing from a cost center into an ownership-generating asset]] -- creates the feedback loop where investment success improves knowledge quality
 - [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] -- real-world constraint that Living Capital must navigate

domains/internet-finance/MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window.md

@@ -26,7 +26,7 @@ Autocrat is MetaDAO's core governance program on Solana -- the on-chain implemen
 
 **The buyout mechanic is the critical innovation.** Since [[futarchy enables trustless joint ownership by forcing dissenters to be bought out through pass markets]], opponents of a proposal sell in the pass market, forcing supporters to buy their tokens at market price. This creates minority protection through economic mechanism rather than legal enforcement. If a treasury spending proposal would destroy value, rational holders sell pass tokens, driving down the pass TWAP, and the proposal fails. Extraction attempts become self-defeating because the market prices in the extraction.
 
-**Why TWAP over spot price.** Spot prices can be manipulated by large orders placed just before settlement. TWAP distributes the price signal over the entire decision window, making manipulation exponentially more expensive -- you'd need to maintain a manipulated price for three full days, not just one moment. This connects to why [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]: sustained price distortion creates sustained arbitrage opportunities.
+**Why TWAP over spot price.** Spot prices can be manipulated by large orders placed just before settlement. TWAP distributes the price signal over the entire decision window, making manipulation exponentially more expensive -- you'd need to maintain a manipulated price for three full days, not just one moment. This connects to why [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]: sustained price distortion creates sustained arbitrage opportunities.
 
 **On-chain program details (as of March 2026):**
 - Autocrat v0 (original): `meta3cxKzFBmWYgCVozmvCQAS3y9b3fGxrG9HkHL7Wi`
@@ -105,7 +105,7 @@ Addy DAO proposal 16 explicitly instructs 'Do NOT TRADE' during testing phase, r
 
 Relevant Notes:
 - [[futarchy enables trustless joint ownership by forcing dissenters to be bought out through pass markets]] -- the economic mechanism for minority protection
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- why TWAP settlement makes manipulation expensive
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- why TWAP settlement makes manipulation expensive
 - [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] -- the participation challenge in consensus scenarios
 - [[agents create dozens of proposals but only those attracting minimum stake become live futarchic decisions creating a permissionless attention market for capital formation]] -- the proposal filtering this mechanism enables
 - [[STAMP replaces SAFE plus token warrant by adding futarchy-governed treasury spending allowances that prevent the extraction problem that killed legacy ICOs]] -- the investment instrument that integrates with this governance mechanism

domains/internet-finance/MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions.md

@@ -9,7 +9,7 @@ source: "Governance - Meritocratic Voting + Futarchy"
 
 # MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions
 
-MetaDAO provides the most significant real-world test of futarchy governance to date. Their conditional prediction markets have proven remarkably resistant to manipulation attempts, validating the theoretical claim that [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]. However, the implementation also reveals important limitations that theory alone does not predict.
+MetaDAO provides the most significant real-world test of futarchy governance to date. Their conditional prediction markets have proven remarkably resistant to manipulation attempts, validating the theoretical claim that [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]. However, the implementation also reveals important limitations that theory alone does not predict.
 
 In uncontested decisions -- where the community broadly agrees on the right outcome -- trading volume drops to minimal levels. Without genuine disagreement, there are few natural counterparties. Trading these markets in any size becomes a negative expected value proposition because there is no one on the other side to trade against profitably. The system tends to be dominated by a small group of sophisticated traders who actively monitor for manipulation attempts, with broader participation remaining low.
 
@@ -68,7 +68,7 @@ Proposal 5 noted that 'most reasonable estimates will have a wide range' for fut
 
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- MetaDAO confirms the manipulation resistance claim empirically
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- MetaDAO confirms the manipulation resistance claim empirically
 - [[optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles]] -- MetaDAO evidence supports reserving futarchy for contested, high-stakes decisions
 - [[trial and error is the only coordination strategy humanity has ever used]] -- MetaDAO is a live experiment in deliberate governance design, breaking the trial-and-error pattern
 

domains/internet-finance/Polymarket vindicated prediction markets over polling in 2024 US election.md

@@ -12,7 +12,7 @@ The 2024 US election provided empirical vindication for prediction markets versu
 
 The impact was concrete: Polymarket peaked at $512M in open interest during the election. While activity declined post-election (to $113.2M), February 2025 trading volume of $835.1M remained 23% above the 6-month pre-election average and 57% above September 2024 levels. The platform sustained elevated usage even after the catalyzing event, suggesting genuine utility rather than temporary speculation.
 
-The demonstration mattered because it moved prediction markets from theoretical construct to proven technology. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], seeing this play out at scale with sophisticated actors betting real money provided the confidence needed for DAOs to experiment. The Galaxy Research report notes that DAOs now view "existing DAO governance as broken and ripe for disruption, [with] Futarchy emerg[ing] as a promising alternative."
+The demonstration mattered because it moved prediction markets from theoretical construct to proven technology. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], seeing this play out at scale with sophisticated actors betting real money provided the confidence needed for DAOs to experiment. The Galaxy Research report notes that DAOs now view "existing DAO governance as broken and ripe for disruption, [with] Futarchy emerg[ing] as a promising alternative."
 
 This empirical proof connects to [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]]—even small, illiquid markets can provide value if the underlying mechanism is sound. Polymarket proved the mechanism works at scale; MetaDAO is proving it works even when small.
 
@@ -55,7 +55,7 @@ The Atanasov/Mellers framework suggests this vindication may be domain-specific.
 
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — theoretical property validated by Polymarket's performance
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — theoretical property validated by Polymarket's performance
 - [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] — shows mechanism robustness even at small scale
 - [[optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles]] — suggests when prediction market advantages matter most
 

domains/internet-finance/decision markets make majority theft unprofitable through conditional token arbitrage.md

@@ -33,7 +33,7 @@ The VC discount rejection case shows the mechanism working in practice: the mark
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — general principle this mechanism implements
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — general principle this mechanism implements
 - [[optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles]] — explains when this protection is most valuable
 - [[token economics replacing management fees and carried interest creates natural meritocracy in investment governance]] — shows how mechanism-enforced fairness enables new organizational forms
 - [[mechanism design changes the game itself to produce better equilibria rather than expecting players to find optimal strategies]] -- conditional token arbitrage IS mechanism design: the market structure transforms a game where majority theft is rational into one where it is unprofitable

domains/internet-finance/domain-expertise-loses-to-trading-skill-in-futarchy-markets-because-prediction-accuracy-requires-calibration-not-just-knowledge.md

@@ -49,7 +49,7 @@ Rio's analysis of the Hanson proposal suggests a boundary condition: 'If it's ju
 
 Relevant Notes:
 - speculative markets aggregate information through incentive and selection effects not wisdom of crowds.md
-- futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders.md
+- futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs.md
 
 Topics:
 - domains/internet-finance/_map

domains/internet-finance/expert staking in Living Capital uses Numerai-style bounded burns for performance and escalating dispute bonds for fraud creating accountability without deterring participation.md

@@ -109,7 +109,7 @@ Across all studied systems (Numerai, Augur, UMA, EigenLayer, Chainlink, Kleros,
 Relevant Notes:
 - [[Living Capital information disclosure uses NDA-bound diligence experts who produce public investment memos creating a clean team architecture where the market builds trust in analysts over time]] -- the information architecture this staking mechanism enforces
 - [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]] -- the vehicle these experts serve
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- futarchy's own manipulation resistance complements expert staking
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- futarchy's own manipulation resistance complements expert staking
 - [[collective intelligence requires diversity as a structural precondition not a moral preference]] -- the theoretical basis for diversity rewards in the staking mechanism
 - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] -- the market mechanism that builds expert reputation over time
 - [[blind meritocratic voting forces independent thinking by hiding interim results while showing engagement]] -- preventing herding through hidden interim state

domains/internet-finance/futarchy enables trustless joint ownership by forcing dissenters to be bought out through pass markets.md

@@ -12,14 +12,14 @@ Futarchy creates fundamentally different ownership dynamics than token-voting by
 
 The contrast with token-voting is stark. Traditional DAO governance allows 51 percent of supply (often much less due to voter apathy) to do whatever they want with the treasury. Minority holders have no recourse except exit. In futarchy, there is no threshold where control becomes absolute. Every proposal requires supporters to put capital at risk by buying tokens from opponents who disagree.
 
-This creates very different incentives for treasury management. Legacy ICOs failed because teams could extract value once they controlled governance. [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] applies to internal extraction as well as external attacks. Soft rugs become expensive because they trigger liquidation proposals that force defenders to buy out the extractors at favorable prices.
+This creates very different incentives for treasury management. Legacy ICOs failed because teams could extract value once they controlled governance. [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] applies to internal extraction as well as external attacks. Soft rugs become expensive because they trigger liquidation proposals that force defenders to buy out the extractors at favorable prices.
 
 The mechanism enables genuine joint ownership because [[ownership alignment turns network effects from extractive to generative]]. When extraction attempts face economic opposition through conditional markets, growing the pie becomes more profitable than capturing existing value.
 
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- same defensive economic structure applies to internal governance
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- same defensive economic structure applies to internal governance
 - [[ownership alignment turns network effects from extractive to generative]] -- buyout requirement enforces alignment
 - [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]] -- uses this trustless ownership model
 

domains/internet-finance/futarchy implementations must simplify theoretical mechanisms for production adoption because original designs include impractical elements that academics tolerate but users reject.md

@@ -52,7 +52,7 @@ MetaDAO's roadmap included 'cardboard cutout' design phase for grants product, e
 Relevant Notes:
 - [[MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window]] — the simplified implementation
 - [[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]] — each friction point is a simplification target
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — does manipulation resistance survive simplification?
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — does manipulation resistance survive simplification?
 
 Topics:
 - [[internet finance and decision markets]]

domains/internet-finance/futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs.md

@@ -7,11 +7,11 @@ confidence: likely
 source: "Governance - Meritocratic Voting + Futarchy"
 ---
 
-# futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders
+# futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs
 
 Futarchy uses conditional prediction markets to make organizational decisions. Participants trade tokens conditional on decision outcomes, with time-weighted average prices determining the result. The mechanism's core security property is self-correction: when an attacker tries to manipulate the market by distorting prices, the distortion itself becomes a profit opportunity for other traders who can buy the undervalued side and sell the overvalued side.
 
-Consider a concrete scenario. If an attacker pushes conditional PASS tokens above their true value, sophisticated traders can sell those overvalued PASS tokens, buy undervalued FAIL tokens, and profit from the differential. The attacker must continuously spend capital to maintain the distortion while defenders profit from correcting it. This asymmetry means sustained manipulation is economically unsustainable -- the attacker bleeds money while defenders accumulate it.
+Consider a concrete scenario. If an attacker pushes conditional PASS tokens above their true value, sophisticated traders can sell those overvalued PASS tokens, buy undervalued FAIL tokens, and profit from the differential. The attacker must continuously spend capital to maintain the distortion while arbitrageurs profit from correcting it. This asymmetry means sustained manipulation is economically unsustainable -- the attacker bleeds money while arbitrageurs accumulate it.
 
 This self-correcting property distinguishes futarchy from simpler governance mechanisms like token voting, where wealthy actors can buy outcomes directly. Since [[ownership alignment turns network effects from extractive to generative]], the futarchy mechanism extends this alignment principle to decision-making itself: those who improve decision quality profit, those who distort it lose. Since [[the alignment problem dissolves when human values are continuously woven into the system rather than specified in advance]], futarchy provides one concrete mechanism for continuous value-weaving through market-based truth-seeking.
 

domains/internet-finance/futarchy solves trustless joint ownership not just better decision-making.md

@@ -10,7 +10,7 @@ tradition: "futarchy, mechanism design, DAO governance"
 
 The deeper innovation of futarchy is not improved decision-making through market aggregation, but solving the fundamental problem of trustless joint ownership. By "joint ownership" we mean multiple entities having shares in something valuable. By "trustless" we mean this ownership can be enforced without legal systems or social pressure, even when majority shareholders act maliciously toward minorities.
 
-Traditional companies uphold joint ownership through shareholder oppression laws -- a 51% owner still faces legal constraints and consequences for transferring assets or excluding minorities from dividends. These legal protections are flawed but functional. Since [[token voting DAOs offer no minority protection beyond majority goodwill]], minority holders in DAOs depend entirely on the good grace of founders and majority holders. This is [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], but at a more fundamental level—the mechanism design itself prevents majority theft rather than just making it costly.
+Traditional companies uphold joint ownership through shareholder oppression laws -- a 51% owner still faces legal constraints and consequences for transferring assets or excluding minorities from dividends. These legal protections are flawed but functional. Since [[token voting DAOs offer no minority protection beyond majority goodwill]], minority holders in DAOs depend entirely on the good grace of founders and majority holders. This is [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], but at a more fundamental level—the mechanism design itself prevents majority theft rather than just making it costly.
 
 The implication extends beyond governance quality. Since [[ownership alignment turns network effects from extractive to generative]], futarchy becomes the enabling primitive for genuinely decentralized organizations. This connects directly to [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]]—the trustless ownership guarantee makes it possible to coordinate capital without centralized control or legal overhead.
 
@@ -19,7 +19,7 @@ The implication extends beyond governance quality. Since [[ownership alignment t
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- provides the game-theoretic foundation for ownership protection
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- provides the game-theoretic foundation for ownership protection
 - [[ownership alignment turns network effects from extractive to generative]] -- explains why trustless ownership matters for coordination
 - [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]] -- applies trustless ownership to investment coordination
 - [[decision markets make majority theft unprofitable through conditional token arbitrage]] -- the specific mechanism that enforces trustless ownership

domains/internet-finance/futarchy-based fundraising creates regulatory separation because there are no beneficial owners and investment decisions emerge from market forces not centralized control.md

@@ -13,7 +13,7 @@ The regulatory argument for Living Capital vehicles rests on three structural di
 
 **No beneficial owners.** Since [[futarchy solves trustless joint ownership not just better decision-making]], ownership is distributed across token holders without any individual or entity controlling the capital pool. Unlike a traditional fund with a GP/LP structure where the general partner has fiduciary control, a futarchic fund has no manager making investment decisions. This matters because securities regulation typically focuses on identifying beneficial owners and their fiduciary obligations. When ownership is genuinely distributed and governance is emergent, the regulatory framework that assumes centralized control may not apply.
 
-**Decisions are emergent from market forces.** Investment decisions are not made by a board, a fund manager, or a voting majority. They emerge from the conditional token mechanism: traders evaluate whether a proposed investment increases or decreases the value of the fund, and the market outcome determines the decision. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], the market mechanism is self-correcting. Since [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]], the decisions are not centralized judgment calls -- they are aggregated information processed through skin-in-the-game markets.
+**Decisions are emergent from market forces.** Investment decisions are not made by a board, a fund manager, or a voting majority. They emerge from the conditional token mechanism: traders evaluate whether a proposed investment increases or decreases the value of the fund, and the market outcome determines the decision. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], the market mechanism is self-correcting. Since [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]], the decisions are not centralized judgment calls -- they are aggregated information processed through skin-in-the-game markets.
 
 **Living Agents add a layer of emergent behavior.** The Living Agent that serves as the fund's spokesperson and analytical engine has its own Living Constitution -- a document that articulates the fund's purpose, investment philosophy, and governance model. The agent's behavior is shaped by its community of contributors, not by a single entity's directives. This creates an additional layer of separation between any individual's intent and the fund's investment actions.
 

domains/internet-finance/futarchy-daos-require-mintable-governance-tokens-because-fixed-supply-treasuries-exhaust-without-issuance-authority-forcing-disruptive-token-architecture-migrations.md

@@ -36,7 +36,7 @@ The new DAO parameters formalize the lesson: 120k USDC monthly spending limit (w
 
 - One case study (MetaDAO) may reflect team execution failure (allowing treasury to exhaust) rather than structural necessity — a well-managed fixed-supply DAO could theoretically sustain itself on protocol fee revenue
 - Mintable tokens introduce dilution risk that fixed-supply tokens avoid: if mint authority is misused, token holders face value extraction without recourse
-- Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], minting decisions are themselves governable through futarchy — but this only works if the DAO has not already become inoperable from treasury exhaustion
+- Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], minting decisions are themselves governable through futarchy — but this only works if the DAO has not already become inoperable from treasury exhaustion
 
 
 ### Additional Evidence (confirm)

domains/internet-finance/futarchy-governed liquidation is the enforcement mechanism that makes unruggable ICOs credible because investors can force full treasury return when teams materially misrepresent.md

@@ -70,7 +70,7 @@ Relevant Notes:
 - [[decision markets make majority theft unprofitable through conditional token arbitrage]] — Ranger shows the mechanism works bidirectionally, protecting investors from team extraction
 - [[futarchy solves trustless joint ownership not just better decision-making]] — strongest real-world evidence: investors exercising ownership rights to liquidate without courts
 - [[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]] — Ranger liquidation is the "unruggable" mechanism operating in production
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — the team had no viable path to prevent liquidation through market manipulation
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — the team had no viable path to prevent liquidation through market manipulation
 
 Topics:
 - [[internet finance and decision markets]]

domains/internet-finance/high-fee-amms-create-lp-incentive-and-manipulation-deterrent-simultaneously-by-making-passive-provision-profitable-and-active-trading-expensive.md

@@ -52,7 +52,7 @@ Dean's List DAO increased swap fees from 0.25% to 5% base (up to 10%) specifical
 
 Relevant Notes:
 - [[liquidity-weighted-price-over-time-solves-futarchy-manipulation-through-capital-commitment-not-vote-counting]] <!-- claim pending -->
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]
 - metadao.md
 
 Topics:

domains/internet-finance/impact investing is a 1.57 trillion dollar market with a structural trust gap where 92 percent of investors cite fragmented measurement and 19.6 billion fled US ESG funds in 2024.md

@@ -57,7 +57,7 @@ Since [[futarchy-based fundraising creates regulatory separation because there a
 Relevant Notes:
 - [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]] -- the vehicle design these market dynamics justify
 - [[futarchy-based fundraising creates regulatory separation because there are no beneficial owners and investment decisions emerge from market forces not centralized control]] -- the legal architecture enabling retail access
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- governance quality argument vs manager discretion
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- governance quality argument vs manager discretion
 - [[ownership alignment turns network effects from extractive to generative]] -- contributor ownership as the alternative to passive LP structures
 - [[good management causes disruption because rational resource allocation systematically favors sustaining innovation over disruptive opportunities]] -- incumbent ESG managers rationally optimize for AUM growth not impact quality
 

domains/internet-finance/liquidity-weighted-price-over-time-solves-futarchy-manipulation-through-capital-commitment-not-vote-counting.md

@@ -49,7 +49,7 @@ The mechanism requires actual capital commitment sustained over time rather than
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]
 - [[MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window]]
 - metadao.md
 

domains/internet-finance/liquidity-weighted-price-over-time-solves-futarchy-manipulation-through-wash-trading-costs-because-high-fees-make-price-movement-expensive.md

@@ -23,7 +23,7 @@ This is rated experimental rather than proven because the mechanism has not yet
 ---
 
 Relevant Notes:
-- futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders.md
+- futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs.md
 - MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window.md
 - optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles.md
 

domains/internet-finance/optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles.md

@@ -11,7 +11,7 @@ source: "Governance - Meritocratic Voting + Futarchy"
 
 The instinct when designing governance is to find the best mechanism and apply it everywhere. This is a mistake. Different decisions carry different stakes, different manipulation risks, and different participation requirements. A single mechanism optimized for one dimension necessarily underperforms on others.
 
-The mixed-mechanism approach deploys three complementary tools. Meritocratic voting handles daily operational decisions where speed and broad participation matter and manipulation risk is low. Prediction markets aggregate distributed knowledge for medium-stakes decisions where probabilistic estimates are valuable. Futarchy provides maximum manipulation resistance for critical decisions where the consequences of corruption are severe. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], reserving it for high-stakes decisions concentrates its protective power where it matters most.
+The mixed-mechanism approach deploys three complementary tools. Meritocratic voting handles daily operational decisions where speed and broad participation matter and manipulation risk is low. Prediction markets aggregate distributed knowledge for medium-stakes decisions where probabilistic estimates are valuable. Futarchy provides maximum manipulation resistance for critical decisions where the consequences of corruption are severe. Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], reserving it for high-stakes decisions concentrates its protective power where it matters most.
 
 The interaction between mechanisms creates its own value. Each mechanism generates different data: voting reveals community preferences, prediction markets surface distributed knowledge, futarchy stress-tests decisions through market forces. Organizations can compare outcomes across mechanisms and continuously refine which tool to deploy when. This creates a positive feedback loop of governance learning. Since [[recursive improvement is the engine of human progress because we get better at getting better]], mixed-mechanism governance enables recursive improvement of decision-making itself.
 
@@ -24,7 +24,7 @@ Testing proposals that explicitly disable trading represent a third category bey
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- provides the high-stakes layer of the mixed approach
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- provides the high-stakes layer of the mixed approach
 - [[recursive improvement is the engine of human progress because we get better at getting better]] -- mixed mechanisms enable recursive improvement of governance
 - [[collective superintelligence is the alternative to monolithic AI controlled by a few]] -- the three-layer architecture requires governance mechanisms at each level
 - [[dual futarchic proposals between protocols create skin-in-the-game coordination mechanisms]] -- dual proposals extend the mixing principle to cross-protocol coordination through mutual economic exposure

domains/internet-finance/speculative markets aggregate information through incentive and selection effects not wisdom of crowds.md

@@ -14,7 +14,7 @@ First, stronger accuracy incentives reduce cognitive biases - when money is at s
 
 The key is that markets discriminate between informed and uninformed participants not through explicit credentialing but through profit and loss. Uninformed traders either learn to defer to better information or lose their money and exit. This creates a natural selection mechanism entirely different from democratic voting where uninformed and informed votes count equally.
 
-Empirically, the most accurate speculative markets are those with the most "noise trading" - uninformed participation actually increases accuracy by creating arbitrage opportunities that draw in informed specialists and make price manipulation profitable to correct. This explains why [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] - manipulation is just a form of noise trading.
+Empirically, the most accurate speculative markets are those with the most "noise trading" - uninformed participation actually increases accuracy by creating arbitrage opportunities that draw in informed specialists and make price manipulation profitable to correct. This explains why [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] - manipulation is just a form of noise trading.
 
 This mechanism is crucial for [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]]. Markets don't need every participant to be a domain expert; they need enough noise trading to create liquidity and enough specialists to correct errors.
 
@@ -29,7 +29,7 @@ Optimism futarchy experiment reveals the selection effect works for ordinal rank
 ---
 
 Relevant Notes:
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- noise trading explanation
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- noise trading explanation
 - [[Living Capital vehicles pair Living Agent domain expertise with futarchy-governed investment to direct capital toward crucial innovations]] -- relies on specialist correction mechanism
 - [[trial and error is the only coordination strategy humanity has ever used]] -- market-based vs society-wide trial and error
 - [[called-off bets enable conditional estimates without requiring counterfactual verification]] -- the mechanism that channels speculative incentives into conditional policy evaluation

domains/internet-finance/the DAO Reports rejection of voting as active management is the central legal hurdle for futarchy because prediction market trading must prove fundamentally more meaningful than token voting.md

@@ -19,7 +19,7 @@ This is the specific precedent futarchy must overcome. The question is not wheth
 
 ## Why futarchy might clear this hurdle
 
-Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]], the mechanism is self-correcting in a way that token voting is not. Three structural differences:
+Since [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]], the mechanism is self-correcting in a way that token voting is not. Three structural differences:
 
 **Skin in the game.** DAO token voting is costless — you vote and nothing happens to your holdings. Futarchy requires economic commitment: trading conditional tokens puts capital at risk based on your belief about proposal outcomes. Since [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]], this isn't "better voting" — it's a different mechanism entirely.
 
@@ -62,7 +62,7 @@ The CFTC ANPRM creates a parallel regulatory hurdle: futarchy must prove it is c
 Relevant Notes:
 - [[Living Capital vehicles likely fail the Howey test for securities classification because the structural separation of capital raise from investment decision eliminates the efforts of others prong]] — the Living Capital-specific Howey analysis; this note addresses the broader metaDAO question
 - [[the SECs investment contract termination doctrine creates a formal regulatory off-ramp where crypto assets can transition from securities to commodities by demonstrating fulfilled promises or sufficient decentralization]] — the new framework that lowers the bar
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — the self-correcting mechanism that distinguishes futarchy from voting
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — the self-correcting mechanism that distinguishes futarchy from voting
 - [[MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window]] — the specific mechanism regulators must evaluate
 - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] — the theoretical basis for why markets are mechanistically different from votes
 - [[token voting DAOs offer no minority protection beyond majority goodwill]] — what The DAO got wrong that futarchy addresses

domains/internet-finance/token economics replacing management fees and carried interest creates natural meritocracy in investment governance.md

@@ -27,7 +27,7 @@ Relevant Notes:
 - [[ownership alignment turns network effects from extractive to generative]] -- token economics is a specific implementation of ownership alignment applied to investment governance
 - [[blind meritocratic voting forces independent thinking by hiding interim results while showing engagement]] -- a complementary mechanism that could strengthen Living Capital's decision-making
 - [[gamified contribution with ownership stakes aligns individual sharing with collective intelligence growth]] -- the token emission model is the investment-domain version of this incentive alignment
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] -- the governance framework within which token economics operates
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] -- the governance framework within which token economics operates
 
 - [[the create-destroy discipline forces genuine strategic alternatives by deliberately attacking your initial insight before committing]] -- token-locked voting with outcome-based emissions forces a create-destroy discipline on investment decisions: participants must stake tokens (create commitment) and face dilution if wrong (destroy poorly-judged positions), preventing the anchoring bias that degrades traditional fund governance
 

domains/internet-finance/token launches are hybrid-value auctions where common-value price discovery and private-value community alignment require different mechanisms because auction theory optimized for one degrades the other.md

@@ -39,7 +39,7 @@ Relevant Notes:
 - [[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]] — the trilemma is a consequence of the hybrid-value structure argued here
 - [[dutch-auction dynamic bonding curves solve the token launch pricing problem by combining descending price discovery with ascending supply curves eliminating the instantaneous arbitrage that has cost token deployers over 100 million dollars on Ethereum]] — Doppler optimizes for the common-value component, sacrificing private-value alignment
 - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] — information aggregation in common-value auctions works through the same mechanism as speculative markets
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — futarchy handles the common-value governance layer; a separate private-value mechanism handles community alignment
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — futarchy handles the common-value governance layer; a separate private-value mechanism handles community alignment
 
 Topics:
 - [[internet finance and decision markets]]

entities/internet-finance/mtncapital.md

@@ -71,7 +71,7 @@ mtnCapital is the **first empirical test of the unruggable ICO enforcement mecha
 Relevant Notes:
 - [[metadao]] — launch platform (curated ICO #1)
 - [[ranger-finance]] — second project to be liquidated via futarchy
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — mtnCapital NAV arbitrage supports this claim
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — mtnCapital NAV arbitrage supports this claim
 
 Topics:
 - [[internet finance and decision markets]]

entities/internet-finance/palantir.md

@@ -19,4 +19,4 @@ Palantir is a data analytics and software company known for government and enter
 
 ## Relationship to KB
 
-Palantir's involvement in prediction market surveillance represents institutional monitoring infrastructure supplementing market-based manipulation resistance. Relevant to [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] as evidence that large-scale prediction markets combine market self-correction with external surveillance.
+Palantir's involvement in prediction market surveillance represents institutional monitoring infrastructure supplementing market-based manipulation resistance. Relevant to [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] as evidence that large-scale prediction markets combine market self-correction with external surveillance.

entities/internet-finance/proph3t.md

@@ -34,7 +34,7 @@ Founder of MetaDAO and architect of the Autocrat futarchy implementation on Sola
 
 ## Relationship to KB
 - [[MetaDAOs Autocrat program implements futarchy through conditional token markets where proposals create parallel pass and fail universes settled by time-weighted average price over a three-day window]] — designed this
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — implemented this
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — implemented this
 - [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] — acknowledged this limitation
 
 ---

entities/internet-finance/twg-ai.md

@@ -18,4 +18,4 @@ TWG AI is an analytics company specializing in AI-powered pattern detection. In
 
 ## Relationship to KB
 
-TWG AI's role in prediction market surveillance demonstrates the application of AI analytics to market integrity monitoring, relevant to discussions of manipulation resistance in [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]].
+TWG AI's role in prediction market surveillance demonstrates the application of AI analytics to market integrity monitoring, relevant to discussions of manipulation resistance in [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]].

foundations/collective-intelligence/decentralized information aggregation outperforms centralized planning because dispersed knowledge cannot be collected into a single mind but can be coordinated through price signals that encode local information into globally accessible indicators.md

@@ -47,7 +47,7 @@ Information aggregation theory provides the theoretical grounding for:
 
 - **Prediction markets:** [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] — prediction market accuracy IS Hayek's price mechanism applied to forecasting.
 
-- **Futarchy:** [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — futarchy works because the price mechanism aggregates dispersed governance knowledge more efficiently than voting.
+- **Futarchy:** [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — futarchy works because the price mechanism aggregates dispersed governance knowledge more efficiently than voting.
 
 - **The internet finance thesis:** [[internet finance generates 50 to 100 basis points of additional annual GDP growth by unlocking capital allocation to previously inaccessible assets and eliminating intermediation friction]] — the GDP impact comes from extending the price mechanism to assets and decisions previously coordinated through hierarchy.
 
@@ -59,7 +59,7 @@ Information aggregation theory provides the theoretical grounding for:
 
 Relevant Notes:
 - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] — prediction markets as formalized Hayekian information aggregation
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — futarchy as price-mechanism governance
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — futarchy as price-mechanism governance
 - [[mechanism design enables incentive-compatible coordination by constructing rules under which self-interested agents voluntarily reveal private information and take socially optimal actions]] — mechanism design formalizes Hayek's insight about incentive-compatible information revelation
 - [[Hayek argued that designed rules of just conduct enable spontaneous order of greater complexity than deliberate arrangement could achieve]] — the broader Hayekian framework that the knowledge problem grounds
 - [[internet finance generates 50 to 100 basis points of additional annual GDP growth by unlocking capital allocation to previously inaccessible assets and eliminating intermediation friction]] — extending price mechanisms to new domains

foundations/collective-intelligence/mechanism design enables incentive-compatible coordination by constructing rules under which self-interested agents voluntarily reveal private information and take socially optimal actions.md

@@ -15,7 +15,7 @@ Mechanism design is the engineering discipline of game theory. Where game theory
 
 Roger Myerson's revelation principle (1981) is the foundational result. It proves that for any mechanism where agents play complex strategies, there exists an equivalent direct mechanism where agents simply report their private information truthfully — and truth-telling is optimal. This doesn't mean all mechanisms use direct revelation, but it means that when analyzing what outcomes are achievable, you only need to consider truth-telling mechanisms. The practical implication: if you can't design a mechanism where honest reporting is optimal, no mechanism achieves that outcome.
 
-This result is why [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — conditional prediction markets are mechanisms where honest price signals are incentive-compatible because manipulators who push prices away from true values create arbitrage opportunities for informed traders. The market mechanism makes truth-telling (accurate pricing) the profitable strategy.
+This result is why [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — conditional prediction markets are mechanisms where honest price signals are incentive-compatible because manipulators who push prices away from true values create arbitrage opportunities for informed traders. The market mechanism makes truth-telling (accurate pricing) the profitable strategy.
 
 ## Implementation theory
 
@@ -51,7 +51,7 @@ Without mechanism design theory, claims about futarchy, auction design, and toke
 
 Relevant Notes:
 - [[designing coordination rules is categorically different from designing coordination outcomes as nine intellectual traditions independently confirm]] — mechanism design is the formal theory of rule design
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — a specific application of incentive-compatible mechanism design
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — a specific application of incentive-compatible mechanism design
 - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] — the "incentive effect" is mechanism design applied to information aggregation
 - [[redistribution proposals are futarchys hardest unsolved problem because they can increase measured welfare while reducing productive value creation]] — an example of mechanism design limits
 - [[quadratic voting fails for crypto because Sybil resistance and collusion prevention are unsolvable]] — a mechanism design failure diagnosis

inbox/archive/general/2026-03-19-deepwaters-metadao-governance-volume-data.md

@@ -44,11 +44,11 @@ DeepWaters Capital valuation analysis of MetaDAO includes the first systematic d
 
 **KB connections:**
 - [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] — the $58K average suggests limited volume is systemic, not just in uncontested cases
-- Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders — at $58K average, the "profitable opportunities for defenders" requires defenders to be able to move a $58K market; this is achievable for well-capitalized actors but not for distributed retail holders
+- futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs — at $58K average, the "profitable opportunities for arbitrageurs" requires defenders to be able to move a $58K market; this is achievable for well-capitalized actors but not for distributed retail holders
 
 **Extraction hints:**
 - Claim candidate: "MetaDAO's decision markets average $58K in trading volume per proposal across 65 proposals, indicating that governance markets currently function as directional signal mechanisms rather than high-conviction capital allocation tools, with manipulation resistance dependent on whether attacker capital exceeds governance market depth"
-- Enrichment candidate: This provides empirical grounding for the scope qualifier being developed for Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders
+- Enrichment candidate: This provides empirical grounding for the scope qualifier being developed for futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs
 
 **Context:** DeepWaters Capital is a DeFi research firm. The 65-proposal data appears to be from the governance market's full history through approximately Q4 2025. The $58K per proposal is aggregate, including both MetaDAO's own governance and ICO project governance.
 

inbox/archive/general/2026-03-19-solanacompass-metadao-futarchy-amm-liquidity.md

@@ -42,18 +42,18 @@ Detailed explanation of MetaDAO's Futarchy AMM liquidity borrowing mechanism, so
 **What I expected but didn't find:** Specific data on governance market depth per proposal type. The mechanism design is documented, but the empirical liquidity distribution across proposal types (ICO governance vs. treasury spending vs. strategic decisions) is not.
 
 **KB connections:**
-- Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders — NEEDS SCOPING: this holds only when spot liquidity is deep; for small-cap ICO tokens, the 50% borrowing mechanism provides thin governance markets where the FairScale implicit put option risk is live
+- futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs — NEEDS SCOPING: this holds only when spot liquidity is deep; for small-cap ICO tokens, the 50% borrowing mechanism provides thin governance markets where the FairScale implicit put option risk is live
 - [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] — the 50% borrowing mechanism confirms this: uncontested decisions = normal market depth; contested decisions = 50% pool borrowed, which may create liquidity fragmentation
 - Optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles — the "80 IQ" admission supports this claim: futarchy at small scale needs to be mixed with other mechanisms for complex decisions
 
 **Extraction hints:**
 - Claim candidate: "MetaDAO's liquidity borrowing mechanism creates a market-cap-dependent governance quality gradient where manipulation resistance scales with token spot liquidity, making futarchy most reliable for established protocols and least reliable for early-stage ICO tokens"
-- Enrichment candidate: Update Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders with scope qualifier: "holds when spot liquidity is sufficient (governance market depth > attacker's capital); fails when 50% of spot liquidity provides insufficient depth for competitive arbitrage"
+- Enrichment candidate: Update futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs with scope qualifier: "holds when spot liquidity is sufficient (governance market depth > attacker's capital); fails when 50% of spot liquidity provides insufficient depth for competitive arbitrage"
 
 **Context:** Kollan House is MetaDAO's founder/lead developer. His "80 IQ" framing is a deliberate self-scoping of the mechanism's current capability. This is intellectually honest and strengthens the claim that the manipulation resistance claim needs scoping — the mechanism's designer acknowledges it himself.
 
 ## Curator Notes
 
-PRIMARY CONNECTION: Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders
+PRIMARY CONNECTION: futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs
 WHY ARCHIVED: Provides the mechanism explanation for WHY manipulation resistance scales with market cap — the 50% borrowing design codifies the relationship
 EXTRACTION HINT: Focus on deriving the scope condition from the mechanism design — governance market depth = f(spot liquidity) = f(market cap). This gives a precise scope qualifier for the manipulation resistance claim.

inbox/archive/internet-finance/2026-01-00-nevada-polymarket-lawsuit-prediction-markets.md

@@ -50,12 +50,12 @@ extraction_model: "anthropic/claude-sonnet-4.5"
 **Why this matters:** This is the most existential regulatory risk for futarchy that the KB doesn't adequately capture. If prediction markets are classified as "gaming" subject to state regulation, futarchy governance faces 50-state licensing — practically impossible for a permissionless protocol. If CFTC exclusive jurisdiction holds, futarchy operates under one federal framework.
 **What surprised me:** 36 states filing amicus briefs against federal preemption. This is not a fringe position — it's a majority of states. The gaming industry lobby is clearly mobilized against prediction markets.
 **What I expected but didn't find:** Any specific analysis of how this affects non-sports prediction markets (like futarchy governance markets). The lawsuits focus on sports events — futarchy markets about protocol governance may be treated differently.
-**KB connections:** Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders — irrelevant if the market is illegal in most states. [[Polymarket vindicated prediction markets over polling in 2024 US election]] — Polymarket's legal viability is now in question.
+**KB connections:** futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs — irrelevant if the market is illegal in most states. [[Polymarket vindicated prediction markets over polling in 2024 US election]] — Polymarket's legal viability is now in question.
 **Extraction hints:** New claim about state-federal jurisdiction as existential risk for futarchy. Distinction between sports prediction markets and governance prediction markets.
 **Context:** This is the single most important regulatory development for the futarchy thesis since Polymarket's CFTC approval. The circuit split virtually guarantees eventual Supreme Court involvement.
 
 ## Curator Notes (structured handoff for extractor)
-PRIMARY CONNECTION: Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders
+PRIMARY CONNECTION: futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs
 WHY ARCHIVED: State-federal jurisdiction crisis is the highest-stakes regulatory question for futarchy. If states win, futarchy governance becomes impractical. The KB has no claim covering this risk. Also important: the sports vs governance market distinction — futarchy markets may be classified differently than sports betting markets.
 EXTRACTION HINT: Focus on (1) existential risk to futarchy from state gaming classification, (2) distinction between sports prediction and governance prediction markets, (3) CFTC rulemaking as potential resolution path.
 

inbox/archive/internet-finance/2026-01-20-polymarket-cftc-approval-qcx-acquisition.md

@@ -13,7 +13,7 @@ tags: [polymarket, prediction-markets, CFTC, regulation, US-operations, gambling
 processed_by: rio
 processed_date: 2026-03-11
 claims_extracted: ["polymarket-achieved-us-regulatory-legitimacy-through-qcx-acquisition-establishing-prediction-markets-as-cftc-regulated-derivatives.md", "prediction-market-scale-exceeds-decision-market-scale-by-two-orders-of-magnitude-showing-pure-forecasting-dominates-governance-applications.md", "polymarket-kalshi-duopoly-emerging-as-dominant-us-prediction-market-structure-with-complementary-regulatory-models.md"]
-enrichments_applied: ["Polymarket vindicated prediction markets over polling in 2024 US election.md", "futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders.md"]
+enrichments_applied: ["Polymarket vindicated prediction markets over polling in 2024 US election.md", "futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs.md"]
 extraction_model: "anthropic/claude-sonnet-4.5"
 extraction_notes: "Three new claims extracted: (1) Polymarket's regulatory breakthrough via QCX acquisition, (2) prediction vs decision market scale gap quantified, (3) Polymarket-Kalshi duopoly thesis. Two enrichments: extended Polymarket vindication claim with post-election scaling data and regulatory developments; extended manipulation resistance claim with Palantir surveillance partnership. Six entities created/updated: Polymarket, Kalshi, QCX (new), Palantir (new), TWG AI (new), Nevada Gaming Control Board (new). The $1B weekly volume vs $57.3M total AUF comparison is the key quantitative insight showing prediction markets are ~100x larger than decision markets."
 ---
@@ -43,7 +43,7 @@ The Kalshi-Polymarket duopoly is emerging as the dominant structure. Kalshi's re
 **Why this matters:** Polymarket's $112M regulatory acquisition is the most consequential prediction market development since the 2024 election. It proves that prediction markets can achieve US regulatory compliance — albeit through acquisition rather than de novo licensing. This directly strengthens [[Polymarket vindicated prediction markets over polling in 2024 US election]] by showing the market has staying power post-vindication.
 **What surprised me:** The state-vs-federal regulatory conflict. Nevada treating prediction markets as gambling creates a classification fight that mirrors the SEC-vs-CFTC jurisdiction question for crypto. This could fragment the market — CFTC says derivatives, states say gambling.
 **What I expected but didn't find:** Any connection to futarchy or governance applications. Polymarket's growth is entirely in pure prediction (events, sports, politics), not decision markets. The gap between Polymarket ($1B+ weekly volume) and MetaDAO-style futarchy ($57.3M total AUF) shows decision markets are orders of magnitude smaller than prediction markets.
-**KB connections:** Updates [[Polymarket vindicated prediction markets over polling in 2024 US election]] with post-vindication scaling data. The Palantir surveillance partnership is relevant to manipulation resistance discussions — [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] assumes market self-correction, but Polymarket is adding external surveillance as well. The federal-vs-state tension connects to regulatory uncertainty as primary friction.
+**KB connections:** Updates [[Polymarket vindicated prediction markets over polling in 2024 US election]] with post-vindication scaling data. The Palantir surveillance partnership is relevant to manipulation resistance discussions — [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] assumes market self-correction, but Polymarket is adding external surveillance as well. The federal-vs-state tension connects to regulatory uncertainty as primary friction.
 **Extraction hints:** Key claim candidate: "Prediction markets achieved US regulatory legitimacy through Polymarket's $112M QCX acquisition, establishing them as CFTC-regulated derivatives rather than state-regulated gambling — though the federal-vs-state classification conflict remains unresolved." Also notable: the $1B weekly volume vs $57.3M total AUF comparison quantifies the gap between prediction markets and decision markets.
 **Context:** This is one of the biggest crypto-regulatory stories of early 2026. Polymarket was previously banned from US operations after a 2022 CFTC settlement. The QCX acquisition represents a "regulation via acquisition" strategy that other crypto projects may emulate.
 

inbox/archive/internet-finance/2026-02-26-hklaw-prediction-market-jurisdictional-battle.md

@@ -95,7 +95,7 @@ Case citations:
 **Extraction hints:** Focus on the structural distinction between sports prediction markets and governance/decision markets. The extractor should analyze whether futarchy markets (which resolve based on token price, not sporting events) would survive the "gaming" classification that states are using against sports contracts.
 
 ## Curator Notes
-PRIMARY CONNECTION: [[Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — but manipulation resistance doesn't matter if the mechanism is classified as gaming
+PRIMARY CONNECTION: [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — but manipulation resistance doesn't matter if the mechanism is classified as gaming
 WHY ARCHIVED: The most comprehensive legal mapping of the prediction market jurisdiction crisis, with case citations enabling claim-level specificity about the SCOTUS path
 
 

inbox/archive/internet-finance/2026-02-26-pineanalytics-fairscale-futarchy-case-study.md

@@ -64,7 +64,7 @@ Futarchy's current form works for price discovery but requires either mechanical
 
 ## Agent Notes
 
-**Why this matters:** This is the KB's clearest documented case of futarchy manipulation resistance failing in practice. The FairScale case challenges [[Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — in this case, the attack (liquidation proposal) WAS the profitable opportunity. Defenders (believers) lost money while the liquidation proposer earned ~300%.
+**Why this matters:** This is the KB's clearest documented case of futarchy manipulation resistance failing in practice. The FairScale case challenges [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — in this case, the attack (liquidation proposal) WAS the profitable opportunity. Defenders (believers) lost money while the liquidation proposer earned ~300%.
 
 The case needs careful scoping: this is NOT evidence that futarchy always fails. It IS evidence that the manipulation resistance claim requires scope qualifiers about liquidity and verifiability of decision inputs. The VC discount rejection (META +16%) shows the mechanism working correctly. FairScale shows the mechanism failing at small scale with off-chain revenue claims.
 
@@ -73,14 +73,14 @@ The case needs careful scoping: this is NOT evidence that futarchy always fails.
 **What I expected but didn't find:** A counter-case where defenders successfully corrected a manipulation attempt in a small-liquidity environment. The VC discount rejection is the strongest pro-futarchy evidence, but that was a contested decision about organizational direction, not an attack on a below-NAV token.
 
 **KB connections:**
-- [[Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — this case CHALLENGES the unscoped claim; needs scope qualifier
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — this case CHALLENGES the unscoped claim; needs scope qualifier
 - [[MetaDAO empirical results show smaller participants gaining influence through futarchy]] — the VC discount case supports this; FairScale complicates it
 - [[Decision markets make majority theft unprofitable through conditional token arbitrage]] — FairScale shows external arbitrageurs can make LIQUIDATION profitable, which is a different attack vector than majority theft
 - [[Futarchy solves trustless joint ownership not just better decision-making]] — the "trustless" property breaks when business fundamentals are off-chain
 
 **Extraction hints:**
 - **Primary extract:** New claim — "Early-stage futarchy raises create implicit put option dynamics where below-NAV tokens attract external liquidation capital more reliably than they attract corrective buying from informed defenders" (experimental confidence, FairScale evidence)
-- **Scoping enrichment:** Add scope qualifier to [[Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]: the claim holds in liquid markets with on-chain-verifiable inputs; it inverts in illiquid markets with off-chain business fundamentals
+- **Scoping enrichment:** Add scope qualifier to [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]: the claim holds in liquid markets with on-chain-verifiable inputs; it inverts in illiquid markets with off-chain business fundamentals
 - **New claim:** "Futarchy time-locks cannot distinguish market-driven price declines from fundamental business failures, creating equal protection for legitimate and fraudulent projects" (experimental, Ranger Finance vs FairScale comparison)
 - Note: the case ultimately produced the CORRECT outcome (liquidation of a fraudulent project) — this is not evidence that futarchy fails at its core mission, but evidence that the manipulation resistance framing overstates the protection for early participants
 
@@ -88,7 +88,7 @@ The case needs careful scoping: this is NOT evidence that futarchy always fails.
 
 ## Curator Notes
 
-PRIMARY CONNECTION: [[Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]
+PRIMARY CONNECTION: [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]
 
 WHY ARCHIVED: First documented real-world case study of futarchy manipulation resistance failing at small scale. The implicit put option problem and time-lock paradox are the extractable mechanism design insights. Critical for scoping the manipulation resistance claim that underpins multiple KB beliefs.
 

inbox/archive/internet-finance/2026-03-12-cftc-advisory-anprm-prediction-markets.md

@@ -77,7 +77,7 @@ On March 12, 2026, the CFTC issued two documents:
 
 **KB connections:**
 - Updates the CFTC rulemaking signal archived in 2026-02-00 source
-- Connects to [[Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — but CFTC flags manipulation risk for single-person-decision contracts
+- Connects to [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — but CFTC flags manipulation risk for single-person-decision contracts
 - Connects to Belief #6 on regulatory defensibility
 
 **Extraction hints:** Focus on the "gaming" definition question and the "single individual" manipulation concern. These are the two vectors through which futarchy governance markets could be affected by the ANPRM, even though the ANPRM doesn't mention governance markets directly.

inbox/archive/internet-finance/2026-03-20-p2pme-business-model-website.md

@@ -66,7 +66,7 @@ extraction_model: "anthropic/claude-sonnet-4.5"
 
 **KB connections:**
 - MetaDAO empirical results show smaller participants gaining influence through futarchy — if P2P.me passes at 182x gross profit multiple, that challenges whether MetaDAO's futarchy correctly prices early-stage companies
-- Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders — who are the "defenders" when the ICO is VC-backed and the seller is the team + existing VCs? The dynamic may be inverted from the canonical case.
+- futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs — who are the "defenders" when the ICO is VC-backed and the seller is the team + existing VCs? The dynamic may be inverted from the canonical case.
 
 **Extraction hints:**
 - Live test result (after March 26): If P2P.me passes, record as evidence that VC imprimatur + growth narrative overrides valuation discipline. If it fails/gets rejected, record as evidence quality filtering is improving post-FairScale.

inbox/archive/internet-finance/2026-03-21-dlnews-trove-markets-collapse.md

@@ -40,7 +40,7 @@ Secondary sources:
 
 **What I expected but didn't find:** Evidence that the MetaDAO community had priced in fraud risk (e.g., thin commitment, low confidence signals in the prediction markets). Would have been meaningful evidence the mechanism detected uncertainty. Absence of this data is a gap.
 
-**KB connections:** Relates to futarchy manipulation-resistance claims. If the mechanism cannot detect or price fraud during selection, the "manipulation resistance because attack attempts create profitable opportunities for defenders" claim needs scope qualification. The defenders only profit if they SHORT the failing ICO — which requires a liquid secondary market for the position, which doesn't exist pre-TGE.
+**KB connections:** Relates to futarchy manipulation-resistance claims. If the mechanism cannot detect or price fraud during selection, the "manipulation resistance because attack attempts create profitable opportunities for arbitrageurs" claim needs scope qualification. The defenders only profit if they SHORT the failing ICO — which requires a liquid secondary market for the position, which doesn't exist pre-TGE.
 
 **Extraction hints:**
 1. "Unruggable ICO protections have a critical post-TGE gap" — new claim, not currently in KB

inbox/archive/internet-finance/2026-03-23-ranger-finance-metadao-liquidation-5m-usdc.md

@@ -51,7 +51,7 @@ The "Unruggable ICO" protection mechanism operated as designed for the misrepres
 - [[Futarchy solves trustless joint ownership not just better decision-making]] — direct evidence update. Two liquidations with capital returned is the strongest empirical support to date.
 - [[MetaDAO empirical results show smaller participants gaining influence through futarchy]] — minority RNGR holders successfully forced a liquidation against a team with information advantage
 - [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] — if $581K traded, this was a contested decision (much higher than $58K average). Contested governance generates more market engagement — important scope qualifier.
-- [[Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — the FairScale implicit put option problem is separable from the liquidation governance question. Liquidation works; early-stage quality filtering doesn't.
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — the FairScale implicit put option problem is separable from the liquidation governance question. Liquidation works; early-stage quality filtering doesn't.
 
 **Extraction hints:**
 - Claim candidate: "MetaDAO's futarchy governance has successfully executed capital return through two separate liquidation decisions, establishing a two-case empirical pattern for the trustless joint ownership mechanism"

inbox/archive/internet-finance/2026-03-24-gg-research-futarchy-vs-grants-council-optimism-experiment.md

@@ -47,7 +47,7 @@ Note: Source URL accessibility not confirmed by research agent; content synthesi
 **KB connections:**
 - Primary: [[futarchy-excels-at-relative-selection-but-fails-at-absolute-prediction-because-ordinal-ranking-works-while-cardinal-estimation-requires-calibration]] — the GG Research framing confirms this claim while adding the EV vs. variance dimension
 - Secondary: [[futarchy-variance-creates-portfolio-problem-because-mechanism-selects-both-top-performers-and-worst-performers-simultaneously]] — directly confirmed by this comparison
-- New scope qualifier for Futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders — the variance finding means futarchy markets can select the worst performer even in non-manipulated conditions; the EV advantage doesn't guarantee individual outcome quality
+- New scope qualifier for futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs — the variance finding means futarchy markets can select the worst performer even in non-manipulated conditions; the EV advantage doesn't guarantee individual outcome quality
 
 **Extraction hints:**
 - New claim: "Futarchy produces better expected value than committee selection in grant allocation contexts but higher variance — mechanism choice depends on whether the objective is EV maximization or variance reduction"

inbox/null-result/2025-06-00-panews-futarchy-governance-weapons.md

@@ -12,7 +12,7 @@ priority: high
 tags: [futarchy, prediction-markets, governance, optimism, self-referential, gamification]
 processed_by: rio
 processed_date: 2026-03-11
-enrichments_applied: ["futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md", "speculative markets aggregate information through incentive and selection effects not wisdom of crowds.md", "domain-expertise-loses-to-trading-skill-in-futarchy-markets-because-prediction-accuracy-requires-calibration-not-just-knowledge.md", "futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders.md"]
+enrichments_applied: ["futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements.md", "speculative markets aggregate information through incentive and selection effects not wisdom of crowds.md", "domain-expertise-loses-to-trading-skill-in-futarchy-markets-because-prediction-accuracy-requires-calibration-not-just-knowledge.md", "futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs.md"]
 extraction_model: "anthropic/claude-sonnet-4.5"
 extraction_notes: "High-value extraction. Source identifies the self-referential paradox as a fundamental challenge to futarchy theory not currently in KB. The distinction between futarchy (predictions allocate resources) and pure prediction markets (predictions observe external events) is crucial and underexplored. Also provides first large-scale empirical data on futarchy UX friction (6 interactions per bet) and information asymmetry effects (45% non-disclosure). Tyler Cowen critique adds philosophical dimension. Four new claims plus four enrichments to existing claims. Created Optimism entity to track this experiment."
 ---
@@ -55,7 +55,7 @@ Unlike pure prediction markets (Polymarket predicting elections), futarchy's pre
 **Context:** PANews is a major Chinese crypto media outlet. This analysis is more critical than Western coverage, which tends to be promotional. The Tyler Cowen critique is particularly valuable as a philosophical challenge to futarchy's foundational assumptions.
 
 ## Curator Notes (structured handoff for extractor)
-PRIMARY CONNECTION: [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]
+PRIMARY CONNECTION: [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]
 WHY ARCHIVED: Identifies the self-referential paradox — a fundamental challenge to futarchy's theoretical foundations not currently captured in KB
 EXTRACTION HINT: Focus on the self-referential dynamic as a NEW challenge distinct from manipulation resistance — this is about the feedback loop between prediction and outcome, not about bad actors
 

maps/LivingIP architecture.md

@@ -19,7 +19,7 @@ How agents direct investment capital through futarchy governance.
 ### Governance Layer — Mechanisms
 The futarchy and token economics that govern everything.
 - Start here: [[core/mechanisms/_map]]
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]
 - [[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]]
 
 ### Strategy Layer — Grand Strategy

maps/analytical-toolkit.md

@@ -53,7 +53,7 @@ When evaluating governance or coordination mechanisms:
    - [[Ostrom proved communities self-govern shared resources when eight design principles are met without requiring state control or privatization]]
 
 2. **What happens when someone tries to game it?** — Every mechanism gets tested. The question is whether gaming attempts make the system stronger or weaker.
-   - [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]
+   - [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]
    - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]]
 
 3. **Does it improve with more people or degrade?** — Some systems get smarter as they grow. Others get noisier.

maps/coordination mechanisms.md

@@ -4,7 +4,7 @@ Navigation hub for claims about how groups coordinate — from governance mechan
 
 ## Market Mechanisms
 - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]]
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]
 - [[governance mechanism diversity compounds organizational learning because disagreement between mechanisms reveals information no single mechanism can produce]]
 - [[optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles]]
 - See also: [[core/mechanisms/_map]]

maps/internet finance and decision markets.md

@@ -10,7 +10,7 @@ Navigation hub for Rio's domain. Internet finance is the industry transition fro
 ## Futarchy & Governance Mechanisms
 See also: [[core/mechanisms/_map]]
 
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]]
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]]
 - [[futarchy solves trustless joint ownership not just better decision-making]]
 - [[futarchy enables trustless joint ownership by forcing dissenters to be bought out through pass markets]]
 - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]]

sectors/internet-finance/futarchic-governance.md

@@ -26,7 +26,7 @@ Evidence: convergent evolution from opposite directions. Futarchy-native project
 - [[DAO governance degenerates into political capture because proposal processes select for coalition-building skill over operational competence and the resulting bureaucracy creates structural speed disadvantages against focused competitors]] — the failure mode driving adoption of alternatives
 - [[the post-DAO governance model is founder-led execution constrained by onchain transparency and token holder fire-ability where accountability comes from verifiable performance not voting on operational decisions]] — the destination both paths are converging toward
 - [[decision markets fail in three systematic categories where legitimacy thin information or herding dynamics make voting or deliberation structurally superior]] — the boundary conditions that scope this thesis
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — core security claim
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — core security claim
 - [[MetaDAOs futarchy implementation shows limited trading volume in uncontested decisions]] — known limitation that caps mechanism utility
 
 **Thesis status:** ACTIVE
@@ -108,7 +108,7 @@ The infrastructure layer (OmniPair for leverage, Futardio for launches) is where
 ## Relationship to KB
 
 **Claims that shape this sector:**
-- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — core security thesis
+- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]] — core security thesis
 - [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] — mechanism theory
 - [[optimal governance requires mixing mechanisms because different decisions have different manipulation risk profiles]] — implies sector evolution toward hybrid models