#philosophy
Phase Transitions in the Means of Cognitive Production: Arguing the Injustice of Excessive Concentration in AI Infrastructure

№ 2026.Jul.18-001

thought-experimentphilosophyAIpolitical-economyplatform-capitalismphase-transitioncognitive-production-means

Phase Transitions in the Means of Cognitive Production: Arguing the Injustice of Excessive Concentration in AI Infrastructure

Liutao Hu

Compute, data, and model weights constitute the "means of cognitive production" of the AI era. Upon crossing a functional transition zone, these three carriers shift from tools of training and inference into control variables that constrain the feasible sets of others, producing a three-class structure of "compute lords—cognitive serfs—cognitively excluded," which constitutes a pro tanto injustice and escalates into a violation of basic rights when it reaches cognitive exclusion. Diagnosis only, no prescription.

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Reclaiming the Means of Cognitive Production: From Diagnosis to a Conditional Ladder of Action

№ 2026.Jul.18-002

thought-experimentphilosophyAIpolitical-economyplatform-capitalismphase-transitioncognitive-production-means

Reclaiming the Means of Cognitive Production: From Diagnosis to a Conditional Ladder of Action

Liutao Hu

The previous article diagnosed the concentrated structure of the means of cognitive production. This article asks how the dispossessed can act: individual technological exit is a dead end, and liberal action theory loses force under deep capture. The article formalizes the "Cognitive Coordination Trap" as a structure of multiple binding constraints, and organizes resistance into two tiers—intra-structure strategies hit an unbreakable ceiling; alternative production entities aim to change the property-rights structure itself.

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Post-Rebellion Cognitive Infrastructure: Preventing the Re-Phase Transition of the Means of Cognitive Production

№ 2026.Jul.18-003

thought-experimentphilosophyAIpolitical-economyplatform-capitalismphase-transitioncognitive-production-means

Post-Rebellion Cognitive Infrastructure: Preventing the Re-Phase Transition of the Means of Cognitive Production

Liutao Hu

After collective action breaks the old concentrated structure of the means of cognitive production, how do we prevent it from re-forming? The lesson of the Soviet Union is that revolution replaces people but not structure. Starting from the pathological diagnosis, this article builds a normative framework that symmetrically covers the three complementary bottlenecks—the Compute Principle, the Data Principle, the Weight Principle—and confronts the core paradox: any anti-capture institution can itself become an object of capture.

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The Tyranny of the Future

№ 2026.Jul.13-001

essayphilosophyfuturelegitimacypolitics-of-timelongtermism

The Tyranny of the Future

Liutao Hu

Modern life is saturated with a structure of argument: the moment you say "for the future," the burden of proof shifts automatically to the one who demurs. 996, austerity, ecological costs — all of it obtains a default moral free pass by virtue of the word "future." But by what right does the future rule the present? Whence its legitimacy?

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The Legitimate Upper Bound of Wealth

№ 2026.Jul.12-001

thought-experimentphilosophyinequalityrawlsproperty-rightsrent-seekinginstitutional-capture

The Legitimate Upper Bound of Wealth

Liutao Hu

A person's stomach is only so big, their sleep only so long. Once wealth crosses a certain threshold, it is no longer something they live within but something that constrains what others can do. These three papers argue why this phase-transition line exists and why holding excess wealth beyond it forfeits moral protection — a diagnosis only, with no prescription.

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The Legitimacy of Reclaiming and the Necessity of Solidarity

№ 2026.Jul.12-002

thought-experimentphilosophymarxismsolidarityclass-strugglecollective-actioncultural-hegemony

The Legitimacy of Reclaiming and the Necessity of Solidarity

Liutao Hu

The preceding paper diagnosed the injustice of excessive wealth. This paper asks how the dispossessed should act. Individual reclaiming is logically legitimate but in practice highly likely to degenerate into violence, and does not touch the structure itself. Solidarity is the structurally most promising response as institutional capture deepens.

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Institutional Design After Rebellion

№ 2026.Jul.12-003

thought-experimentphilosophyinstitutional-designproperty-owning-democracyanti-capturerawls

Institutional Design After Rebellion

Liutao Hu

The first two papers completed the logic of diagnosis and action. This paper asks how, after rebellion, to prevent wealth from undergoing a phase transition again. The Soviet lesson shows that revolution replaces people but does not automatically replace structure. This paper proposes a dual-track design and confronts the core paradox: any anti-capture mechanism can itself be captured.

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