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As artificial intelligence permeates various industries, state attorneys general are using familiar consumer protection laws to address emerging ethical and regulatory concerns.
The rapid advancement of artificial intelligence (AI) has brought about a wave of innovation, from self-driving cars to AI-generated art. However, the excitement is often overshadowed by concerns over ethics, privacy, and consumer protection. While new AI-specific legislation is still in development, state Attorneys General are not waiting idly. They are leveraging existing legal frameworks to ensure that companies using AI comply with longstanding consumer protection laws.
State AGs are turning to broadly worded statutes like Unfair and Deceptive Acts and Practices (UDAP) laws, which have traditionally been used to address fraudulent or misleading business practices. These laws are now being applied to the novel challenges posed by AI-driven business conduct. By doing so, state regulators aim to protect consumers from potential harms while fostering a responsible environment for technological innovation.
One of the primary tools in the arsenal of state AGs is the UDAP statute. These laws are designed to prevent businesses from engaging in practices that are unfair or deceptive to consumers. When applied to AI, these statutes can cover a wide range of issues, including data privacy, algorithmic bias, and misleading marketing claims.
For example, if an AI tool marketed as a financial advisor fails to provide the personalized advice expected from a human professional, state AGs can investigate for potential UDAP violations. Similarly, if an AI chatbot masquerades as a licensed medical provider without proper oversight, regulators can step in to ensure consumer safety and trust.
State AGs are also looking beyond UDAP laws to other regulatory tools. Antitrust laws can be used to prevent monopolistic practices that stifle competition in the AI market. Privacy laws, such as those protecting personal health information, can be enforced to ensure that AI systems handle sensitive data responsibly. Licensing authority allows regulators to oversee AI tools that claim to replace licensed professionals, ensuring that these tools meet the same standards of competence and accountability.

The use of these traditional legal frameworks is not without challenges. The broad language of UDAP statutes can sometimes lead to inconsistent interpretations across different states. However, this flexibility also allows state AGs to adapt quickly to new AI-related issues as they arise. By building on existing laws, regulators are creating a more stable and predictable environment for both companies and consumers.
As AI continues to evolve, the role of state AGs in regulating its use will likely expand. The creative application of traditional legal frameworks is just the beginning. Future developments may include:
The proactive approach of state Attorneys General is a critical step in ensuring that the benefits of AI are realized while minimizing potential harms. By leveraging familiar legal tools, regulators are creating a foundation for responsible innovation and consumer protection in the rapidly changing landscape of artificial intelligence.
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Original Sources
Compliance in the wild west — How state AGs are using traditional legal frameworks to address AI business practices
↗ https://www.reuters.com/legal/legalindustry/compliance-wild-west-how-state-ags-are-using-traditional-legal-frameworks--pracin-2026-07-27
About the author
Amara's entry point into AI was an epidemiology role at a London research hospital, where she spent five years studying how digital health tools reached — or conspicuously failed to reach — underserved communities. Watching early algorithmic systems in healthcare quietly entrench existing inequalities, she redirected her career toward the systemic consequences of AI at scale. She covers AI through an unflinching lens: who benefits, who bears the cost, and what evidence actually says versus what the press release claims. Her writing is calm and precise, but she doesn't mistake balance for neutrality.
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