1,824 claims across 19 domains

The journey of "sustainability" from fringe environmentalism to corporate mandate is a masterclass in institutional memetic engineering. The Brundtland Commission in 1987 defined "sustainable development" as development that "meets the needs of the present without compromising the ability of future

Erica Chenoweth and Maria Stephan studied 323 violent and nonviolent campaigns from 1900 to 2006 and found that 53 percent of nonviolent campaigns succeeded versus only 26 percent of violent ones. More striking: every campaign that mobilized at least 3.5 percent of the population in sustained protes

Joseph Henrich's "The Secret of Our Success" (2015) argues that the secret of human success lies not in innate intelligence but in collective brains -- the ability of human groups to socially interconnect and learn from one another over generations. Innovations are an emergent property of cultural l

George Lakoff demonstrated that frames are mental structures shaping how we see the world, and that people reason through metaphors. The metaphor you activate determines which conclusions feel natural. "Tax relief" activates the frame that taxes are an affliction -- even arguing against "tax relief"

Anyone can build AI agents, knowledge graphs, and decision market tools -- the underlying technology (LLMs, vector search, smart contracts) is increasingly commoditized. But a system without a coherent purpose is just software. What would the collective intelligence infrastructure be used for if not

When companies market AI agents as autonomous actors -- "Boardy raised its own $8M round," "the AI decided to launch a fund" -- they build narrative debt. Each overstated capability claim raises expectations. The gap between what the marketing says the AI does and what humans actually control widens

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 wi

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 mar

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 underperform

Quadratic voting is popular in certain blockchain communities but poorly suited to crypto governance because it requires preventing both Sybil attacks and collusion—problems that are likely impossible to solve in practice for decentralized systems. The standard discussions treat proof of humanity as

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 o

The fundamental defect of token voting DAOs is that governance tokens are only useful if you command voting majority, and unlike equity shares they entitle minority holders to nothing. There is no internal mechanism preventing majorities from raiding treasuries and distributing assets only among the

Vitalik Buterin once noted that "pure futarchy has proven difficult to introduce, because in practice objective functions are very difficult to define (it's not just coin price that people want!)." For asset futarchy governing valuable holdings, this objection misses the point. Coin price is not mer

The 2024 US election provided empirical vindication for prediction markets versus traditional polling. Polymarket's markets proved more accurate, more responsive to new information, and more democratically accessible than centralized polling operations. This success directly catalyzed renewed intere

Hanson explicitly rejects the "wisdom of crowds" narrative for why speculative markets work. The best track bettors have no higher IQ than average bettors, yet markets aggregate information effectively through three mechanisms that have nothing to do with crowd intelligence.

Futarchy creates fundamentally different ownership dynamics than token-voting by requiring proposal supporters to buy out dissenters through conditional markets. When a proposal emerges that token holders oppose, they can sell in the Pass market, forcing supporters to purchase those tokens at market

Traditional voting systems suffer from a fundamental flaw: visible interim results create anchoring effects and cascade behavior. Once participants see which option is winning, they tend to pile on rather than think independently. This is the groupthink problem -- the very mechanism designed to aggr

Traditional investment funds charge management fees (typically 2% annually) regardless of performance and carried interest (typically 20% of profits) regardless of which decisions drove results. These structures create misaligned incentives: fund managers profit from gathering assets even when retur

Knowledge alone cannot shape the future -- it requires the ability to direct capital. Living Capital bridges the gap between collective intelligence and real-world impact by creating focused investment vehicles that pair with Living Agent domain expertise. Each vehicle is guided by a Living Constitu

Bostrom divides control methods into two categories: capability control (limiting what the superintelligence can do) and motivation selection (shaping what it wants to do). His analysis reveals that capability control is fundamentally temporary -- it can serve as an auxiliary measure during developm

Bostrom identifies the value-loading problem as the central technical challenge of AI safety: how to get human values into an artificial agent's motivation system before it becomes too powerful to modify. The difficulty is that human values contain immense hidden complexity that is largely transpare

The manifesto makes one of its sharpest claims here: the hard part of AI alignment is not the technical challenge of specifying values in code but the coordination challenge of getting competing actors to align simultaneously.

The orthogonality thesis is one of the most counterintuitive claims in AI safety: more or less any level of intelligence could in principle be combined with more or less any final goal. A superintelligence that maximizes paperclips is not a contradiction -- it is technically easier to build than one

A decisive strategic advantage is a level of technological and other advantages sufficient to enable a project to achieve complete world domination. Bostrom argues that the first project to achieve superintelligence would likely gain such an advantage, particularly in fast or moderate takeoff scenar

Bostrom formalizes the dynamics of an intelligence explosion using two variables: optimization power (quality-weighted design effort applied to increase the system's intelligence) and recalcitrance (the inverse of the system's responsiveness to that effort). The rate of change in intelligence equals