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Alberta referendum puts AI’s election-information problem under scrutiny

Researchers found conflicting chatbot answers on separation as a small group of online accounts captured much of the debate

Alberta’s referendum is emerging as a test of how generative AI can shape political information, after researchers found that AI tools can give unstable or contradictory answers about the consequences of provincial separation. The vote includes 10 questions, but only one asks whether Alberta should remain in Canada or begin the constitutional process toward a binding referendum on separation. The Media Ecosystem Observatory found that Google AI Overview and OpenAI’s ChatGPT produced unpredictable and conflicting answers about potential outcomes of separation about half the time. For example, the tools gave different answers at different times when asked whether taxes would be higher in an independent Alberta. Aengus Bridgman said the shifts reflected changes in the data used to predict a response, rather than any change in the underlying reality. Elections Alberta has warned that AI chatbots and search engines are increasingly used to locate and summarize online information, but are not official sources of election information and frequently cite incorrect sources. In August, the agency said misinformation and disinformation were expected to grow as the referendum approached, and cautioned that such material can undermine facts about the technology, voting process, and the integrity and ethics of election staff or discourage participation. The agency had already reported a significant volume of social-media misinformation about voter registration and its Voterlink service. Chief Electoral Officer Gordon McClure said no registrations had been removed from the List of Electors without voters’ consent; Voterlink cannot be used by another person to delete a registration, and an unsuccessful status check does not necessarily mean someone is unregistered. The observatory’s report also describes an online debate in which a relatively small group of influencers captured a substantial share of engagement. Across Instagram, X, YouTube, TikTok and Bluesky, 114 accounts captured roughly half of referendum-related engagement from Jan. 1, 2025, through Aug. 3, 2026. The researchers identified 66 accounts advocating independence and 29 supporting Alberta’s continued place in Canada. Pro-independence accounts drew about 80% of engagement on relevant posts, compared with about 10% for pro-remain accounts. That online imbalance contrasts with polling cited by the report, which found roughly two-thirds of Albertans would vote to remain in Canada. The analysis classified about 136,000 posts from nearly 32,000 entities, generating 18.4 million likes, shares and comments. Posts on separation drew more than twice the engagement of comparable discussion on other topics, while Canadian accounts discussing independence drew 1.7 times the engagement of accounts posting about other political issues. AI-generated visual material has become more prominent in that environment. Its share of pro-independence posts on X rose 3.5-fold since January 2025, and such images accounted for nearly one-third of shared images in some Facebook groups. The report found no evidence of a covert, coordinated or disproportionate American or Russian operation seeking to sway secession sentiment in the public digital environment. It did document overt, attributable American engagement that rose sharply in late August, and said foreign-produced content was often geared toward financial gain. University of Alberta political scientist Blair Attard-Frost said the use of AI in the debate pointed to the need for stronger media literacy, warning that voters could receive incomplete, inaccurate or misleading information about separatism’s consequences. The observatory called Alberta a case study of democratic voting in the influencer era. Premier Danielle Smith’s government has responded with advertising and mailed booklets explaining the referendum questions, while Opposition NDP Leader Naheed Nenshi accused the United Conservative Party government of using the booklet to influence voters. Elections Alberta has advised voters to be wary of emotionally charged social-media posts and to check its website and other credible sources before sharing or accepting claims as true. Albertans vote on the referendum Oct. 19.