The real cost of foreign slopaganda on Canadian democracy

The Big Story28mApril 27, 2026

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AI-Generated Summary

This episode of The Big Story investigates a network of AI-generated YouTube channels spreading 'slopaganda'—a term coined to describe inauthentic, mass-produced political content designed to exploit Western Canadian grievances, particularly around Alberta's separatist movement. The report, led by Chris Ross and his team, reveals a coordinated network of 20 YouTube channels that amplify divisive narratives, falsely claim widespread support for U.S. annexation, and fabricate polls—all while being operated by creators based in the Netherlands and possibly Pakistan. Despite lacking genuine stake in Alberta’s political future, these channels have amassed 40 million views in a year, leveraging clickbait thumbnails, emotional manipulation, and deceptive personas to drive engagement and ad revenue. The episode also features Chris Tanoff from UBC’s Centre for the Study of Democratic Institutions, who argues that big tech platforms like YouTube bear responsibility for enabling such influence operations due to weak enforcement of terms of service and lack of regulatory oversight. While the campaign may not be directly tied to foreign state interference, the anonymity of its creators and the potential for economic exploitation raise serious concerns about democratic integrity, especially ahead of critical trade talks with the U.S. The discussion calls for stronger regulations, greater transparency, and better data access for researchers to combat online disinformation.

Key Takeaways
1

AI-generated 'slopaganda' networks are using emotionally charged, false narratives to exploit real grievances and drive ad revenue.

2

The creators behind these channels are often based abroad (e.g., Netherlands, Pakistan) and have no genuine stake in Canadian politics.

3

YouTube’s algorithm rewards older, established channels, enabling deceptive actors to gain credibility through repurposed content.

4

Current Canadian laws don’t adequately address non-election-related foreign influence or deceptive political content online.

5

Social media platforms must be held accountable for enabling manipulative content, especially when it undermines democratic discourse.

…and 2 more takeaways available in PodZeus

Chapters
0:00
5 min

The Rise of AI-Driven Slopaganda in Canada

These inauthentic channels, they really ratchet up the grievance language. So I work with a team of smart computer scientists and they use LLM models to measure the grievance-laden language. And like how often in every video segment, it includes like grievance towards Ottawa or Canada. And these inauthentic channels, they do it 60% more than Albertan separatists who understandably are very grievance oriented with their language towards Canada.

Highlight
5:00
5 min

Unmasking the Inauthentic Network

The guy says the Atlanta Prosperity Project instead of the Alberta Prosperity Project, which is a bit of a tell. He pronounced Regina, the capital of Saskatchewan, as Regina. And then he also says things like I was on the ground in these small towns like Terrace, B.C., talking to the people about the politics, kind of giving this idea that he's really passionate about the cause. But it's like, I doubt he went to these towns to talk to people.

Highlight
10:00
5 min

The Business Model Behind the Disinformation

The operation is driven by ad revenue, not political ideology. Creators use deceptive tactics to attract views, including repurposing old travel videos and exploiting YouTube’s algorithmic trust in long-standing channels.

15:00
5 min

YouTube’s Role and the Limits of Platform Responsibility

Chris Tanoff discusses how platforms like YouTube have terms of service against manipulation but lack enforceable legal obligations in Canada. The absence of clear regulations leaves a gray zone where bad actors can thrive.

20:00
5 min

The Broader Threat to Canadian Democracy

We need to pay attention beyond the election context because, you know, elections come around now and then, but the beliefs people have about, you know, whether Alberta belongs in Canada or other political issues, those are cultivated, you know, year round every year.

Highlight
High-Impact Quotes
These inauthentic channels, they really ratchet up the grievance language. So I work with a team of smart computer scientists and they use LLM models to measure the grievance-laden language. And like how often in every video segment, it includes like grievance towards Ottawa or Canada. And these inauthentic channels, they do it 60% more than Albertan separatists who understandably are very grievance oriented with their language towards Canada.
Chris Ross8:21
Viral: 85.0
The truth is we don't really know who originated this campaign, and that's a real problem for a few reasons. It's a problem for YouTube, I'm sure which is trying to figure out how broad this was and what actions are needed on videos but certainly it's a problem for Canadians including you know potential Canadian legal investigations.
Chris Tanoff18:24
Viral: 83.0
We need to pay attention beyond the election context because, you know, elections come around now and then, but the beliefs people have about, you know, whether Alberta belongs in Canada or other political issues, those are cultivated, you know, year round every year.
Chris Tanoff22:24
Viral: 82.0
Speakers

Host

Karen Siolan

Guests

Chris RossChris Tanoff
Topics Discussed
AI-Generated Disinformation95%Foreign Influence Operations90%Online Harms and Platform Accountability88%YouTube Algorithm Exploitation85%Research Access and Data Transparency83%Alberta Separatism and National Unity82%Political Grief and Grievance Politics80%Digital Identity Deception75%
People & Brands

YouTube

other

12xNegative

Chris Ross

person

8xPositive

Chris Tanoff

person

7xPositive

The Canadian Reporter

media

6xNegative

CBC Radio Canada

organization

4xPositive

Netherlands

place

3xNeutral

University of British Columbia

organization

2xPositive

McGill University

organization

2xPositive

Dallas Brody

person

2xNeutral

Colleen Hale-Hodson

person

2xPositive

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