As AI Governance Grows, Here’s What You Need to Know About Your Privacy

For the past few years, most discussion of AI regulation has focused on technical risks—bias in algorithms, safety testing, and transparency for developers. But a quieter shift has been underway: AI governance is increasingly landing in the laps of privacy professionals. This isn’t just a bureaucratic reshuffling; it has direct consequences for how your personal data is collected, used, and protected.

What Happened

Governments and major companies are moving to formalize how AI systems are governed. The European Union’s AI Act, for example, includes provisions that tie directly to privacy rights, such as requirements for human oversight of automated decisions and transparency about data used to train models. In the United States, Colorado passed an AI law that explicitly grants consumers the right to opt out of “profiling” in AI-driven decisions. Meanwhile, privacy professionals—once focused mainly on data breaches and consent forms—are being asked to lead AI governance teams.

As reported by the IAPP, this convergence means the privacy infrastructure you’re already familiar with (cookie consent, data access requests, privacy policies) is being extended to cover AI-specific risks. Companies are updating their privacy policies to disclose how they use AI to process personal data, and regulators are starting to enforce these requirements.

Why It Matters for Your Personal Data

The link between AI and privacy is often invisible. When you use a website that personalizes ads based on your browsing history, or when a bank automatically denies a loan application, odds are an AI model is involved. Those models can reuse your data in ways you didn’t anticipate—training new systems, sharing it with third parties, or making predictions that affect you without your knowledge.

New governance rules aim to close those gaps. Under the EU AI Act, for instance, “high-risk” AI systems must provide explanations for their decisions and allow people to contest them. Colorado’s law requires companies to let you opt out of AI-driven profiling, similar to the “Do Not Sell My Personal Information” rights under the California Consumer Privacy Act (CCPA). These are real protections, but they only work if you know they exist and how to use them.

What You Can Do to Protect Your Privacy

Whether or not you live in a jurisdiction with specific AI regulations, you can take practical steps to limit how your data is used in AI systems:

  • Review your privacy settings. Many platforms now include a toggle for “AI training” or “personalization.” Turn off any option that allows your data to be used to improve AI models. This is common in social media, cloud storage, and even email services.
  • Limit data sharing with apps. When you sign up for a new service, check what data it collects and whether it shares that data with AI partners. Deny permissions that aren’t strictly necessary.
  • Use opt-out rights. If you’re in the US, look for “Your Privacy Choices” links on websites. Under laws like the CCPA and Colorado’s AI law, you can often opt out of data being used for profiling or training AI models.
  • Check privacy policies for AI clauses. Companies are now required (or at least encouraged) to disclose when AI is used to process your data. Look for terms like “automated decision-making,” “machine learning,” or “AI-generated content.” If you don’t like what you see, consider using an alternative service.

What to Watch For

The landscape is still evolving. Enforcement of the EU AI Act has started gradually, and many US state laws are being challenged in court. It’s uncertain whether consumer protections will keep pace with the speed of AI development. However, one trend is clear: companies are hiring privacy experts to handle AI governance, which suggests that privacy-focused compliance will become a standard part of product design.

Keep an eye on transparency requirements. Over the next year or two, you should expect to see more prominent disclosures about AI use, clearer opt-out mechanisms, and possibly new tools to request explanations for automated decisions. If you encounter a company that seems to be ignoring these obligations, you can file a complaint with your local data protection authority (in the EU) or state attorney general (in the US).

Sources

  • IAPP, “When AI governance lands on privacy’s desk” (June 2026)
  • European Commission, EU AI Act (2024)
  • Colorado Revised Statutes, SB 24-205 (AI profiling provisions)
  • California Consumer Privacy Act (CCPA) / CPRA

This article is for general informational purposes and does not constitute legal advice. Laws and enforcement actions vary by jurisdiction.