Comparing Apples to Oranges: A Taxonomy for Navigating the Global Landscape of AI Regulation

TEXT START: AI governance has transitioned from soft law, such as national AI strategies and voluntary guidelines, to binding regulation at an unprecedented pace.

The Dissection

The paper builds a comparative legal map of AI regulation. Its real function is institutional sense-making: converting a chaotic technology race into categories, metrics, visualizations, and apparently manageable policy differences.

It identifies genuine variation in scope, timing, enforcement, and participation. But it studies the paperwork surrounding power, not the ownership of compute, energy, models, distribution, or deployment.

The Core Fallacy

It risks confusing classification with control. A taxonomy can clarify what governments claim to regulate; it cannot establish whether they possess the capacity to constrain globally mobile AI capital.

Under the Discontinuity Thesis, the decisive question is not whether regulation is ex ante or ex post. It is whether institutions can prevent AI from achieving durable superiority across cognitive work and severing the employment-to-consumption circuit. The abstract does not address that mechanism. It treats coordination and legal clarity as if they can outrun competitive deployment incentives.

Hidden Assumptions

• Binding rules will translate into effective enforcement.
• States can coordinate despite jurisdictional competition and cross-border deployment.
• Better information will materially reduce regulatory capture.
• Stakeholder participation can offset concentrated ownership of AI infrastructure.
• Legal uncertainty is a primary obstacle rather than a symptom of technological power moving faster than institutions.
• Comparing frameworks will produce convergence instead of regulatory arbitrage.
• Regulation can manage AI’s social effects without confronting the collapse of mass productive participation.

Social Function

Classification: partial truth, prestige signaling, and transition management.

The paper is not worthless. It supplies an atlas for bureaucrats navigating an expanding legal thicket. But the atlas also anesthetizes: it makes systemic displacement look like a problem of terminology, interoperability, and stakeholder design. The governing class gets a cleaner dashboard while the underlying ownership structure remains untouched.

The Verdict

Useful cartography; no terminal remedy. The taxonomy may reduce legal confusion and delay some harms, but it does not defeat P1, P2, or P3. It maps the regulatory scaffolding erected around an accelerating displacement engine. The paperwork can become more sophisticated while the post-WWII economic order continues to die.