Unregulated Health & AI Apps: Are They Safe for Substance Use? (2026)

Are you surprised to learn that the very apps designed to help with substance use reduction might actually be doing more harm than good? A recent commentary published in the Journal of the American Medical Association by researchers from Rutgers Health, Harvard University, and the University of Pittsburgh sheds light on the concerning impact of unregulated mobile health and generative AI applications in this critical area.

Dr. Jon-Patrick Allem, a key author from the Rutgers Institute for Nicotine and Tobacco Studies, emphasizes the urgent need for stricter oversight of these new technologies. The core issue? Public marketplaces, like app stores, need better rules to manage these potentially misleading tools.

So, what's the problem?

Well, while some studies show that mobile health apps can help reduce substance use (like alcohol) in controlled settings, their real-world impact is often limited. But here's where it gets controversial... App stores often prioritize revenue from ads over scientific validity. This means the most visible apps might be untested or even misleading, while evidence-based options get buried. Systematic reviews consistently reveal that many apps fail to use proven, evidence-based approaches, instead relying on bold claims and scientific-sounding language to appear credible.

And this is the part most people miss... How can you tell if an app is truly evidence-based? Look for these key indicators:

  • Scientific Research: Does the app cite peer-reviewed studies?
  • Expert Development: Was the app created with experts, like a university or licensed clinicians?
  • Independent Evaluation: Has the app been independently evaluated and published in scientific journals?
  • Data Standards: Does the app clearly explain how data is stored and comply with regulations like HIPAA?
  • Realistic Promises: Does the app avoid exaggerated claims, like guaranteed results?

The current landscape is a bit of a Wild West. There's a massive lack of enforcement, leaving people vulnerable to misinformation. This can seriously hinder treatment and recovery for those struggling with substance use disorders.

What about generative AI? The rapid integration of generative AI into health apps is flooding the market with unregulated and untested products. While tools like ChatGPT show promise in increasing access to health information, major safety lapses exist. These range from providing inaccurate information to failing to respond appropriately in crisis situations, and even normalizing unsafe behaviors.

So, how can you protect yourself? Avoid apps that use vague phrases like “clinically proven” without specific details. Also, be wary of apps that seem overly simplistic or too good to be true.

What can be done to improve oversight? One promising solution is to require Food and Drug Administration (FDA) approval. This would mean apps must undergo randomized clinical trials and meet defined standards before being available to the public. Until then, clear labeling is essential. We need to know which apps are backed by evidence and which are not. With the right safeguards and enforcement mechanisms, such as fines, suspensions, or removal of non-compliant products from app stores, we can ensure mobile health apps are accurate, safe, and responsible.

What do you think? Are you surprised by the lack of regulation in this area? Do you think FDA approval is the right approach? Share your thoughts in the comments below!

Unregulated Health & AI Apps: Are They Safe for Substance Use? (2026)

References

Top Articles
Latest Posts
Recommended Articles
Article information

Author: Kieth Sipes

Last Updated:

Views: 5812

Rating: 4.7 / 5 (47 voted)

Reviews: 94% of readers found this page helpful

Author information

Name: Kieth Sipes

Birthday: 2001-04-14

Address: Suite 492 62479 Champlin Loop, South Catrice, MS 57271

Phone: +9663362133320

Job: District Sales Analyst

Hobby: Digital arts, Dance, Ghost hunting, Worldbuilding, Kayaking, Table tennis, 3D printing

Introduction: My name is Kieth Sipes, I am a zany, rich, courageous, powerful, faithful, jolly, excited person who loves writing and wants to share my knowledge and understanding with you.