As governments race to regulate artificial intelligence, some researchers warn that the industry may already be helping shape the rules meant to govern it.

WHAT’S HAPPENING

A new academic study argues that portions of the AI industry are using tactics historically associated with powerful industries such as tobacco, pharmaceuticals, and energy to influence regulations and public policy.

Researchers examined major AI policy events between 2023 and 2025 and identified patterns they describe as “regulatory capture” — a situation where regulators begin serving industry interests rather than the public interest.

The study points to several methods of influence, including:

• Shaping public narratives around AI regulation.
• Lobbying policymakers and regulatory bodies.
• Exploiting legal gray areas and loopholes.
• The “revolving door” between government positions and private industry roles.
• Influencing how AI risks and benefits are framed during policy discussions.

WHY IT MATTERS

Artificial intelligence is rapidly becoming part of healthcare, finance, education, employment, law enforcement, defense, and everyday decision-making.

If the rules governing AI are heavily influenced by the companies building the technology, critics argue that public protections could lag behind corporate interests.

The debate is no longer just about how AI should be regulated.

It is increasingly about who gets to write the rules.

WHO BENEFITS

Major AI Companies — Greater influence over regulatory frameworks can reduce compliance burdens and preserve flexibility for future development.

Large Technology Platforms — Complex regulations often favor organizations with the resources to navigate them, potentially strengthening existing market leaders.

Industry Lobbyists and Consultants — As AI regulation expands, demand grows for experts who can help shape and interpret policy.

WHO LOSES

Consumers — Public protections may weaken if industry priorities outweigh concerns related to privacy, transparency, and accountability.

Smaller AI Startups — Regulatory frameworks influenced by dominant firms can create barriers that are easier for large companies to absorb.

Government Trust — Public confidence can erode if citizens believe regulators are serving industry interests rather than public interests.

WHAT HAPPENS NEXT

Governments around the world are expected to continue developing AI regulations, but scrutiny over the relationship between policymakers and the AI industry is likely to intensify.

The larger question may not be whether AI gets regulated.

It may be whether regulators can remain independent while overseeing one of the most powerful and well-funded industries in modern history.