Google Puts Users at Risk by Downplaying Health Disclaimers Under AI Overviews

Why It Matters

The omission of prominent health warnings exposes users to dangerous misinformation and raises regulatory scrutiny over AI‑generated medical content.

Key Takeaways

• Google health AI Overviews lack upfront disclaimer
• Warning appears only after "Show more" click
• Small, low‑contrast font reduces visibility
• Experts warn potential patient harm and misdiagnosis
• Google partially withdrew medical AI Overviews

Pulse Analysis

AI Overviews are Google’s answer to the growing demand for instant, AI‑driven information. Positioned at the very top of the search page, these concise summaries aim to deliver quick answers, but when it comes to medical queries they often omit a clear safety disclaimer. The only notice—"For informational purposes only"—is tucked beneath additional content accessed via a "Show more" button, displayed in a faint font that many users overlook. This design choice prioritises speed over transparency, blurring the line between factual guidance and speculative AI output.

The lack of prominent warnings carries significant risk. Health experts, including MIT’s Pat Pataranutaporn and Queen Mary’s Gina Neff, warn that AI hallucinations and overly confident phrasing can mislead users into self‑diagnosing or delaying professional care. In a landscape where patients increasingly turn to digital sources for medical advice, such omissions erode trust and may trigger legal liability for misinformation. Regulators are watching closely, as the incident underscores the need for clearer accountability standards for generative AI in healthcare.

Google’s partial pullback of medical AI Overviews signals a tentative response, but the broader industry must adopt robust labeling practices. Prominent, uniformly sized disclaimers at the top of AI‑generated content can act as a critical intervention point, prompting users to verify information with qualified professionals. As AI integration deepens across search platforms, stakeholders—from tech firms to health agencies—must collaborate on guidelines that balance rapid information delivery with patient safety, ensuring that convenience never compromises care.

Google puts users at risk by downplaying health disclaimers under AI Overviews

Exclusive: Google fails to include safety warnings when users are first presented with AI‑generated medical advice · Andrew Gregory · Health editor · Mon 16 Feb 2026 02:30 EST (last modified 02:32 EST)

Google is putting people at risk of harm by downplaying safety warnings that its AI‑generated medical advice may be wrong.

When answering queries about sensitive topics such as health, the company says its AI Overviews, which appear above search results, prompt users to seek professional help, rather than relying solely on its summaries. “AI Overviews will inform people when it’s important to seek out expert advice or to verify the information presented,” Google has said.

But the Guardian found the company does not include any such disclaimers when users are first presented with medical advice.

Google only issues a warning if users choose to request additional health information and click on a button called “Show more.” Even then, safety labels appear below all of the extra medical advice assembled using generative AI, and in a smaller, lighter font.

“This is for informational purposes only,” the disclaimer tells users who click through for further details after seeing the initial summary, and navigate their way to the very end of the AI Overview. “For medical advice or a diagnosis, consult a professional. AI responses may include mistakes.”

Google did not deny its disclaimers fail to appear when users are first served medical advice, or that they appear below AI Overviews and in a smaller, lighter font. AI Overviews “encourage people to seek professional medical advice”, and frequently mention seeking medical attention within the summary itself “when appropriate”, a spokesperson said.

AI experts and patient advocates presented with the Guardian’s findings said they were concerned. Disclaimers serve a vital purpose, they said, and should appear prominently when users are first provided with medical advice.

“The absence of disclaimers when users are initially served medical information creates several critical dangers,” said Pat Pataranutaporn, an assistant professor, technologist and researcher at the Massachusetts Institute of Technology (MIT) and a world‑renowned expert in AI and human‑computer interaction.

“First, even the most advanced AI models today still hallucinate misinformation or exhibit sycophantic behaviour, prioritising user satisfaction over accuracy. In healthcare contexts, this can be genuinely dangerous.

“Second, the issue isn’t just about AI limitations – it’s about the human side of the equation. Users may not provide all necessary context or may ask the wrong questions by misobserving their symptoms.

“Disclaimers serve as a crucial intervention point. They disrupt this automatic trust and prompt users to engage more critically with the information they receive.”

Gina Neff, a professor of responsible AI at Queen Mary University of London, said the “problem with bad AI Overviews is by design” and Google was to blame. “AI Overviews are designed for speed, not accuracy, and that leads to mistakes in health information, which can be dangerous.”

In January, a Guardian investigation revealed people were being put at risk of harm by false and misleading health information in Google AI Overviews.

Neff said the investigation’s findings showed why prominent disclaimers were essential. “Google makes people click through before they find any disclaimer,” she said. “People reading quickly may think the information they get from AI Overviews is better than what it is, but we know it can make serious mistakes.”

Following the Guardian’s reporting, Google removed AI Overviews for some but not all medical searches.

Sonali Sharma, a researcher at Stanford University’s Centre for AI in Medicine and Imaging (AIMI), said:

“The major issue is that these Google AI Overviews appear at the very top of the search page and often provide what feels like a complete answer to a user’s question at a time where they are trying to access information and get an answer as quickly as possible.

“For many people, because that single summary is there immediately, it basically creates a sense of reassurance that discourages further searching, or scrolling through the full summary and clicking ‘Show more’ where a disclaimer might appear.

“What I think can lead to real‑world harm is the fact that the AI Overviews can often contain partially correct and partially incorrect information, and it becomes very difficult to tell what is accurate or not, unless you are familiar with the subject matter already.”

A Google spokesperson said: “It’s inaccurate to suggest that AI Overviews don’t encourage people to seek professional medical advice. In addition to a clear disclaimer, AI Overviews frequently mention seeking medical attention directly within the overview itself, when appropriate.”

Tom Bishop, head of patient information at Anthony Nolan, a blood‑cancer charity, called for urgent action. “We know misinformation is a real problem, but when it comes to health misinformation, it’s potentially really dangerous,” said Bishop.

“That disclaimer needs to be much more prominent, just to make people step back and think … ‘Is this something I need to check with my medical team rather than acting upon it? Can I take this at face value or do I really need to look into it in more detail and see how this information relates to my own specific medical situation?’ Because that’s the key here.”

“I’d like this disclaimer to be right at the top. I’d like it to be the first thing you see. And ideally it would be the same size font as everything else you’re seeing there, not something that’s small and easy to miss.”