Essays
Research and analysis from the Recursive Displacement Research Institute.
54 published essays.
Judgment Saturation and the Burnout-to-Bypass Pipeline
The Coercion Gradient: How Algorithmic Control Systems Share a Common Architecture from Denial Engines to Kill Lists
The Cruel Companionship Trap: How AI Companions Stratify the Displacement of Human Care
The Algorithmic Gate: How Machine-Speed Denial and Human-Speed Appeal Produce Structural Exclusion
The Erosion of Reciprocity: How Platform-Mediated Social Fragmentation Dissolves Informal Safety Nets
The Epistemic Infrastructure Stack: How AI Undermines Democracy Without a Single Satisfying Crisis
The Competence Insolvency II: The In-Situ Collapse
Irreversible Weight Encoding: How the Open Web Became Proprietary Model Weights — and Why It Cannot Be Undone
The Liability Vacuum: Five Channels Through Which Algorithmic Harm Becomes Nobody's Problem
Compute Feudalism: How Open Model Weights Fail to Prevent Inference-Stack Oligopoly
The Regulatory Inversion: How AI Firms Became Their Own Regulators
Arbitrage Compression: How AI Is Hollowing Out the Offshore Services Model
The Dissipation Veil: How the Capability Gap Makes the Ratchet Invisible
The Geopolitical Phase Diagram: Why the AI Transition Sorts Countries Into Divergent Futures
The Sequencing Problem: Why the Order of Displacement Mechanisms Determines Which Future We Get
The Adversarial Equilibrium Trap: Why AI Arms Races Consume Their Own Gains
The Psychology of Structural Irrelevance: What Four Decades of Deindustrialization Reveal About the AI Transition
Autonomous Coercion
The Wage Signal Collapse: How AI Skill Compression Destroys the Incentive to Become an Expert
The Entity Substitution Problem: Why Institutional Protections Die With Their Hosts
The Aggregate Demand Crisis: When Production Stops Needing Consumers
The Ratchet: How Sunk AI Capex, Debt, and Enterprise Demand Make Retreat Costlier Than Continuation
The Orchestration Class: The Last Human Chokepoint in Automated Production
The Post-Labor Thesis Is Wrong: A Steel-Manned Counter-Model
The AI Capex War: When Strategic Imperative Turns Workers Into Collateral Damage
Where Automation Stalls: Technical Ceilings and Authenticity Demand in the Post-Labor Transition
Structural Exclusion, Not Mass Unemployment: Interpreting 2023-2025 AI Labor Evidence
The Burden of Reversal: Why Undoing AI-Driven Displacement Is Harder Than Preventing It
It's 2026, Time to Reassess the Post-Labor Narrative
The Triage Loop: Algorithmic Governance and the Architecture of Preemptive Social Control
The Epistemic Liquidity Trap: When Truth Becomes a Reserve Asset
The Competence Insolvency
Securitized Souls: Capital Without Capitalists
The Human-Free Firm: Why Full Automation Hits a Wall
The Tokenization of Existence: Why Universal Basic Compute Is a Trap
The Automation Trap: Why Every Efficiency Gain Eventually Consumes Itself
Beyond the AI-Powered Hack: Automated Strategic Contention
Pulling Up the Ladder, Part 2: The Cognitive Enclosure
From Animal to Machine Spirits: Algorithmic Agents and the Emergent Dynamics of Automated Markets
Historical Job Churn Rates: Before AI vs. Since AI Introduction
The Post-Labor Lie: Why the End of Work Is the End of Human Economic Agency
Pulling Up the Ladder: How AI Is Creating Systemic Barriers to Upward Mobility
Preempting Monopoly in the AI Stack: A Policy Framework for an Equitable AI Future
The L.A.C.C. Economy: Why Compute Sovereignty Rewrites the Geopolitical Chessboard
The Decoupling Mirage: Why the GDP-Employment Gap Is Not Yet What It Appears
The Compounding Fragility Engine: How AI Infrastructure Locks Itself into Brittleness
The Infinite Engine: Maintenance Recursion and the Compounding Cost of Automating Automation
The Resource Tetrad: Why Water Completes the Physical Frontier and Why the Constraints Compound
The Demographic Compression Trap: How AI Displacement Hides in Aggregate Statistics
The Fiscal Volatility Trap: How AI Revenue Transmutation Accelerates the Great Unwinding
From Income Floors to Ownership Stakes: The L.A.C. Policy Architecture After the Latent-Function Gap
The Severed Rung: How AI Destroys the Career Pipeline Without Destroying Jobs
Thinking in the Red: The Complexity Trap of Cognitive Partnership
The Inference Cost Paradox: Why Cheaper AI Makes the Industry Less Sustainable
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