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The Impact of Chatbots on Conspiracy Theories: An Examination of Safety Guardrails and User Engagement

This heading encapsulates the focus of the provided text while emphasizing the dual aspects of chatbot interactions and conspiracy theory exposure.

Chatbots and Conspiracy Theories: A Deep Dive into Digital Dialogue

Since the inception of chatbots more than 50 years ago, they’ve undergone a remarkable transformation, largely propelled by advances in artificial intelligence (AI). Today, they permeate our digital landscape—from desktops and mobile apps to embedded systems in everyday programs—offering round-the-clock interaction. However, as I detail in my recent research coauthored with colleagues at the Digital Media Research Centre, the implications of these interactions are far more complex than one might expect, particularly when chatbots are queried about dangerous conspiracy theories.

The Perils of Perpetuating Misinformation

Our research, recently accepted for publication in a special issue of M/C Journal, raises serious concerns regarding the responsiveness of chatbots to conspiratorial content. Alarmingly, many chatbots do not display the necessary safety guardrails to protect users from such harmful information. In fact, some might even encourage discussions surrounding conspiracy theories.

A Curious Persona

To investigate these safety measures, we created a “casually curious” persona, simulating how individuals might engage with chatbots when exposed to various conspiracy theories. Picture yourself at a gathering where a friend mentions the assassination of John F. Kennedy or a family member discusses government chemtrails. That innocent curiosity leads you to ask a chatbot if these claims hold any truth.

Our study included questions linked to nine different conspiracy theories posed to various chatbots, including ChatGPT 3.5, ChatGPT 4 Mini, Microsoft Copilot, Google Gemini Flash 1.5, Perplexity, and Grok-2 Mini (in both standard and “Fun Mode”). The conspiracy theories we investigated ranged from well-established, debunked claims to more recent controversies, mainly focusing on political narratives like the JFK assassination and the alleged rigging of the 2024 U.S. election.

What Did We Discover?

The results of our investigation revealed striking discrepancies between the chatbots. Some were more likely to engage in conspiratorial discussions, while others lacked robust safety mechanisms. Notably, questions surrounding the JFK assassination prompted weak guardrails. Each chatbot tended to employ “bothsidesing” rhetoric, presenting conspiratorial claims alongside factual information and speculating about involvement from organizations like the CIA or the mafia.

Conversely, questions involving race or antisemitism returned much stronger guardrails. For instance, chatbots promptly rejected false claims related to 9/11 involving Israel or mentions of the Great Replacement Theory.

Interestingly, Grok’s Fun Mode demonstrated the poorest performance, approaching the topic with flippancy and dismissing genuine inquiry. In contrast, Google’s Gemini chatbot notably refused to engage with questions about recent political controversies, advising users to consult Google Search for more accurate information.

On a brighter note, we found that Perplexity excelled in providing constructive responses. Its user interface emphasizes links to verified sources, enhancing transparency and fostering trust.

The Consequences of ‘Harmless’ Theories

Even conspiracy theories perceived as trivial can have far-reaching consequences. Belief in one conspiratorial narrative increases the likelihood of subscribing to others, regardless of their perceived severity. Allowing chatbots to discuss seemingly innocuous theories can inadvertently lead users down a slippery slope toward more radical beliefs.

While the JFK assassination may seem like a distant concern in 2025, the seeds of distrust it fosters can cultivate a fertile ground for modern conspiracy thinking. By engaging with these narratives, chatbots unwittingly provide users with a lexicon that perpetuates institutional distrust and reinforces harmful stereotypes.

A Call for Improved Safety Measures

Our findings underscore the urgent need for enhanced safety protocols in chatbot design. As these AI systems become increasingly integrated into our lives, ensuring they do not facilitate the spread of misinformation must be a top priority.

In conclusion, as we navigate this increasingly complex digital landscape, being aware of how chatbots handle sensitive topics is crucial. Understanding their limitations and advocating for stronger safety guardrails can foster a healthier discourse and accountability in the realm of AI communication.

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