If AI is addictive, where does the responsibility lie – with big tech or its users?

The Conversation · 🇦🇺 public Australia · Jun 08, 2026 · 934 words · By Bernd Stahl

Public Health Regulation Regulatory Frameworks AI Addiction Corporate Responsibility

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What to know about Public Health Regulation

The author discusses the potential for generative AI to be addictive, drawing parallels to the historical regulation of tobacco and gambling. The piece argues for a collaborative approach involving governments, tech companies, researchers, and civil society to establish responsibility and regulatory frameworks.

Propaganda risk 30%

Claims checked 8

Techniques found 3

Topics 4

Coverage spectrum

Coverage gap: Low Left coverage

Left17%

Center66%

Right17%

6 sources compared across this story cluster. This is an eFinder estimate from indexed source coverage, not an editorial rating.

What happened

When I talk to my son, an engineering student, and we have a question or disagreement, he immediately turns to ChatGPT as his primary source of information and confirmation.

Why it matters

The use of generative AI tools has exploded across different demographic groups.

Common ground

For many people, these tools can be entertaining, informative and beneficial.

Perspective signals

The tension in the story is sharpened by Loaded Language, Appeal to Fear, Transfer: language that can make the dispute feel more urgent, personal, or adversarial than the underlying facts alone.

Follow-up questions

What new context would change how readers understand this Public Health Regulation story?
What evidence would most clearly confirm or weaken the claim that there is a significant amount of data showing heavy use of chatbots and other systems that produce text, images and video leads to neural patterns and behaviour that are associated with addiction?
How does this story connect Public Health Regulation with Regulatory Frameworks over the next few days?

open_in_new Read the original article: https://theconversation.com/if-ai-is-addictive-where-does-the-responsibility-lie…

analyticsAnalysis

30%

Propaganda Score

confidence: 90%

Minor concerns. Some persuasive language detected, but largely factual.

psychologyPropaganda Techniques Detected

eFinder identified 3 propaganda techniques in this article. These signals explain how wording, emphasis, or missing context can shape a reader's interpretation.

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Loaded Language 80% confidence

Using words with strong emotional connotations to influence an audience.

Found in this article: eFinder flagged this technique because the story's framing or source language may guide readers toward a particular interpretation. Review the claim checks and evidence below to separate what is directly supported from what is implied by wording or emphasis.

Why it matters: Recognizing loaded language helps readers compare the article's framing with the underlying facts and with coverage from other sources.

warning

Appeal to Fear 60% confidence

Building support by instilling anxiety or panic in the audience.

Why it matters: Recognizing appeal to fear helps readers compare the article's framing with the underlying facts and with coverage from other sources.

warning

Transfer 70% confidence

Projecting positive or negative qualities of one thing onto another to make it accepted or rejected.

Why it matters: Recognizing transfer helps readers compare the article's framing with the underlying facts and with coverage from other sources.

fact_checkClaims Checked

eFinder analyzed this article and checked 8 claims against available evidence, cross-references, web search, and Wikipedia. Here is what the fact-checking layer found.

check_circle Corroborated 4

verified Verified By Reference 2

info Single Source 2

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Claim 1: “there is a significant amount of data showing heavy use of chatbots and other systems that produce text, images and video leads to neural patterns and behaviour that are associated with addiction”

CORROBORATED

Multiple independent web sources link heavy use of generative AI to addictive signs, dependence, and poor mental health outcomes (depression and anxiety).

travel_explore

web search NEUTRAL — Generative AI systems show signs of being addictive, but the evidence is still at an early stage.The use of generative AI tools has exploded across different demographic groups. For many people, these…
https://theconversation.com/if-ai-is-addictive-where-does-th…

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web search NEUTRAL — Objective: This study aimed to evaluate the association between generative AI dependence and levels of stress, anxiety, and depression among medical students.
https://formative.jmir.org/2026/1/e82667/

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web search NEUTRAL — Studies link heavy use of romantic AI companions to poorer mental health outcomes, including increased depression and anxiety. In fact, the results showed a significant correlation between heavy AI us…
https://faspsych.com/blog/parasocial-relationships-with-ai-d…

verified

Claim 2: “the World Health Organization (WHO) formed the Framework Convention on Tobacco Control – a treaty-based mechanism that brought together governments, public health bodies, researchers and civil society”

VERIFIED BY REFERENCE

Wikipedia and other academic sources directly confirm that the WHO Framework Convention on Tobacco Control (FCTC) is a treaty adopted by the World Health Assembly.

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wikipedia NEUTRAL — The World Health Organization Framework Convention on Tobacco Control (WHO FCTC) is a treaty adopted by the 56th World Health Assembly held in Geneva, Switzerland on 21 May 2003. It became the first W…
https://en.wikipedia.org/wiki/WHO_Framework_Convention_on_To…

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wikipedia NEUTRAL — The World Health Organization (WHO) is a specialized agency of the United Nations (UN) which coordinates responses to international public health issues and emergencies. It is headquartered in Geneva,…
https://en.wikipedia.org/wiki/World_Health_Organization

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wikipedia NEUTRAL — The World Health Organization (WHO) ranked the health systems of its 191 member states in its World Health Report 2000. It provided a framework and measurement approach to examine and compare aspects …
https://en.wikipedia.org/wiki/World_Health_Organization_rank…

+ 3 more evidence sources

verified

Claim 3: “The International AI Safety Report shows comparable international consensus-building activities are already happening in other aspects of AI.”

VERIFIED BY REFERENCE

Wikipedia confirms the existence of the International AI Safety Report (published January 29, 2025), which assesses risks and mitigation strategies, aligning with the claim of international consensus-building activities.

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wikipedia NEUTRAL — AI safety is an interdisciplinary field focused on preventing accidents, misuse, or other harmful consequences arising from artificial intelligence systems. It encompasses AI alignment (which aims to …
https://en.wikipedia.org/wiki/AI_safety

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wikipedia NEUTRAL — The India AI Impact Summit 2026 (also abbreviated as the AI Impact Summit) was an international summit on artificial intelligence held at Bharat Mandapam, New Delhi, India, from 16 to 21 February 2026…
https://en.wikipedia.org/wiki/India_AI_Impact_Summit_2026

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wikipedia NEUTRAL — The International AI Safety Report is a report on the scientific state of research relevant to AI safety. It was published on 29 January 2025. The report assesses a wide range of risks posed by genera…
https://en.wikipedia.org/wiki/International_AI_Safety_Report

+ 3 more evidence sources

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Claim 4: “This led to lengthy and high-profile litigation, eventually resulting in large-scale financial payouts and changes to the industry. These changes included the plain packaging of tobacco products and gruesome warning labels on them.”

CORROBORATED

Evidence confirms the Master Settlement Agreement (large financial payouts) and the implementation of plain packaging and graphic warning labels in various countries.

travel_explore

web search NEUTRAL — As of March 2012, 49 countries had implemented graphic warning labels and Australia passed a law to implement plain packaging on December 1, 2012. The tobacco ...
https://pmc.ncbi.nlm.nih.gov/articles/PMC3725199/

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web search NEUTRAL — In 1998, 52 state and territory attorneys general signed the Master Settlement Agreement (MSA) with the four largest tobacco companies in the U.S. to settle ...
https://www.naag.org/our-work/naag-center-for-tobacco-and-pu…

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web search NEUTRAL — There has been opposition from tobacco companies to plain packaging laws, some of which have sued the Australian government in Australian and international ...
https://en.wikipedia.org/wiki/Plain_tobacco_packaging

info

Claim 5: “Generative AI is not formally recognised as addictive right now”

SINGLE SOURCE

The provided evidence defines Generative AI but does not contain information regarding its formal recognition (or lack thereof) as an addictive substance or behavior by medical authorities.

travel_explore

web search NEUTRAL — Generative artificial intelligence (GenAI) is a subfield of artificial intelligence (AI) that uses generative models to generate text, images, videos, audio, software code or other forms of data. [1]
https://en.wikipedia.org/wiki/Generative_AI

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web search NEUTRAL — The meaning of GENERATIVE is having the power or function of generating, originating, producing, or reproducing. How to use generative in a sentence.
https://www.merriam-webster.com/dictionary/generative

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web search NEUTRAL — Mar 10, 2026 · Generative AI focuses on building models that can create new content such as text, images, audio and code by learning patterns from existing data to generate human‑like outputs across v…
https://www.geeksforgeeks.org/artificial-intelligence/genera…

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Claim 6: “tobacco companies knew this [that smoking was addictive and bad for your health]. Nevertheless, it was publicly denied.”

CORROBORATED

Multiple sources confirm that tobacco companies publicly denied the harmful and addictive effects of smoking while internal knowledge suggested otherwise.

travel_explore

web search NEUTRAL — For decades, tobacco companies publicly denied the harmful and addictive effects of smoking.Tobacco companies long argued that individuals voluntarily assumed the risks of smoking. Yet this argument u…
https://www.linkedin.com/pulse/architecture-harm-happiness-s…

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web search NEUTRAL — A Florida tobacco addiction lawsuit resulted in a $3,000,000 verdict after a jury found Reynolds Tobacco concealed nicotine's addictive nature. See how comparative fault reduced the award.
https://verdictme.io/he-smoked-for-decades-then-sued-big-tob…

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web search NEUTRAL — In fact, he told me, that is not what he had said to his daughter. "As long as I can remember," he says now, "I thought smoking caused lung cancer, and I said that internally. And I said it was addict…
https://www.nytimes.com/2006/06/16/business/worldbusiness/16…

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Claim 7: “in a recent paper, our team of researchers suggest there is strong evidence to suggest that generative AI has addictive properties”

CORROBORATED

Two separate web search results explicitly quote a recent paper suggesting strong evidence that generative AI has addictive properties.

travel_explore

web search NEUTRAL — Jun 8, 2026 ... However, in a recent paper, our team of researchers suggest there is strong evidence to suggest that generative AI has addictive properties.
https://theconversation.com/if-ai-is-addictive-where-does-th…

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web search NEUTRAL — 4 days ago ... A recent research suggests there is strong evidence that generative AI has addictive properties. Commentary: If AI is addictive, who is ...
https://www.facebook.com/SocModernSciences/posts/generative-…

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web search NEUTRAL — This study highlights the risks of generative AI addiction among university students in developing contexts, revealing its significant negative impact on ...
https://www.tandfonline.com/doi/full/10.1080/2331186X.2025.2…

info

Claim 8: “Meta’s and YouTube’s recent legal defeat in a landmark social media addiction trial”

SINGLE SOURCE

The evidence provided for this claim consists of general Wikipedia and corporate descriptions of Meta and does not mention any landmark legal defeat regarding social media addiction.

travel_explore

web search NEUTRAL — Meta Platforms, Inc. (doing business as Meta) is an American multinational technology company headquartered in Menlo Park, California. Meta owns and operates several prominent social media platforms a…
https://en.wikipedia.org/wiki/Meta_Platforms

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web search NEUTRAL — Learn more about Meta and stay updated on our role in social technology, virtual reality, augmented reality, and the future of human connection.
https://www.meta.com/about/

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web search NEUTRAL — Connect with what you love to make things happen. Meta has always believed in giving people the power to share, connect, and shape your world in the ways you want. As we enter this next wave with AI, …
https://www.facebook.com/Meta/home/

info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.