Legislation

Model legislation, policy briefs, and white papers. Built before they are needed, so they are ready when they are.

The articles on this site make arguments. The documents here make law. Each piece of model legislation is a first draft — intended for introduction at the federal level and in states that choose to move ahead of federal action. Each white paper provides the evidentiary foundation. Each policy brief is the version for the room where decisions get made.

Full texts, draft language, and accompanying documentation are maintained at Logientia.org.

Model Legislation

• Artificial Intelligence Reasoning Integrity Act (AIRIA Act) Prohibits subliminal monetization of AI reasoning outputs in therapeutic, medical, and legal contexts. Categorical prohibitions, $10,000 statutory damages per violation, private right of action, criminal penalties for willful violations. The first model legislation to treat the reasoning layer as a distinct and regulable commercial medium — not advertising, something that requires its own law. Companion article: The Reasoning Layer.
• Automated Labor Occupancy Levy Act (ALOL Act) Establishes a permanent funding mechanism for Universal High Income based on functional occupation of displaced labor positions by automated systems — assessed annually, at rates tied to BLS AI exposure scores, for as long as the automation performs the work. Accompanied by an Emergency Displacement Moratorium (EDM) to prevent preemptive corporate restructuring during the legislative window, and a Minimum Human Employment Threshold (MHET) as a condition for full corporate legal privileges. Companion article: The Age of Radical Optionality.

White Papers

• Automated Out: A Policy Framework for Universal High Income in the Age of AI Displacement The full evidentiary and structural case for the ALOL/EDM framework. Covers the Inversion Cascade (top-down displacement pattern), the fiscal architecture failure, why payroll tax models cannot fund a displacement-era income program, how to close the restructuring loophole through functional analysis, high-exposure occupational tiers by BLS scoring, and the Root Dividend Engine as the mechanism by which productivity gains flow back through the consumer economy. The window is likely measured in months, not years.

Policy Briefs

• Stabilizing the U.S. Economy in the Age of AI Displacement: A Framework for Universal High Income The condensed legislative brief for the ALOL/EDM/MHET framework — structured for policymakers and staff. Covers the structural problem (the Inversion Cascade targeting the top 10% who pay 60% of federal income taxes), why existing policy tools fail, the core mechanism (occupancy-based rather than wage-based), enforcement via functional analysis cross-referenced with existing federal reporting, and the three-part legislative package.