Adequately Tailoring Age Verification Regulations

2026-01-28

AI Summary

This study addresses the challenge of designing online age verification systems that are “sufficiently proportionate” while safeguarding constitutional rights. It develops a multidimensional analytical framework to systematically interpret the principle of sufficient proportionality, presents the first comprehensive mapping of age verification legislation across U.S. states, and evaluates prevailing technical solutions in terms of privacy, feasibility, and legal compliance. Integrating legal and policy analysis, multi-stakeholder modeling, and technical standards assessment, the research uncovers a significant gap between current legislative mandates and technological practices. It further proposes an interdisciplinary evaluation toolkit—scalable to other domains of online regulation—that offers policymakers and engineers a legally rigorous yet technically actionable implementation guide.

Technology Category

• Multiagent Systems: Mechanism Design
• Philosophy and Ethics of AI: AI & Law, Justice, Regulation & Governance
• Application Domains: Humanities & Computational Social Science

Application Category

• Responsible Web: Social and technical mechanisms of refusal for web technologies and applications
• Web Mining and Content Analysis: Web data provenance, reliability, and authenticity
• Systems and Infrastructure for Web, Mobile and WoT: Web performance, measurement, and characterization

Abstract

The Supreme Court decision in Free Speech Coalition v. Paxton upheld the constitutionality of Texas H.B. 1181, one of the most constitutionally vulnerable of these age verification laws, holding that it was subject to and satisfied intermediate scrutiny and the requirement that age verification regulations be"adequately tailored". However, the decision leaves unresolved practical challenges. What is the current state of age verification legislation in the United States? How can"adequate tailoring"be interpreted in a way that is accessible to non-legal experts, particularly those in technical and engineering domains? What age verification approaches are used today, what infrastructures and standards support them, and what tradeoffs do they introduce? This paper addresses those questions by proposing an analytical model to interpret"adequate tailoring"from multiple perspectives with associated governmental goals and interests, and by applying that model to evaluate both current state laws and widely used verification methods. This paper's major contributions include: (1) we mapped the current U.S. age-verification legislative landscape; (2) we introduce an analytical model to analyze"adequate tailoring"for age verification and potential application to other online regulatory policies; and (3) we analyze the main technical approaches to age verification, highlighting the practical challenges and tradeoffs from a technical perspective. Further, while we focus on U.S. State laws, the principles underlying our framework are applicable to age-verification debates and methods worldwide.

Problem

• age verification
• adequate tailoring
• online regulation
• legislative landscape
• technical tradeoffs

Innovation

• age verification
• adequate tailoring
• regulatory analysis
• technical tradeoffs
• online policy