Many Quebec voters got false election information from chatbot, MPs hear

Read the original at Global News ↗
Global News · collected 2026-10-09 · by Alessia Simona Maratta

Quick Summary

A Parliamentary committee heard that up to 40% of Quebec voters sought election information from chatbots during the recent provincial election, but received inaccurate data due to most local news outlets blocking access for these bots. Researchers found that ChatGPT often relied on an error-ridden hobby website for its responses, raising concerns about the reliability of AI in providing correct political information. The committee’s meeting highlighted potential vulnerabilities in democratic processes when false or outdated election advice is disseminated through technology by accident or design.
Written locally by qwen2.5:14b on 2026-10-09, using this article's own text rather than the other coverage of the same event (that is the story summary below).

AI analysis runs on qwen2.5:14b, locally

Story summary

In a recent Quebec election, 40% of voters turned to AI chatbots for information. However, due to most Quebec news outlets blocking access to their content by these bots, the chatbots often relied on inaccurate sources. For instance, during the last three weeks of the campaign, 39% of voting advice provided by ChatGPT came from an error-ridden hobby website created by AI. This highlights a significant issue with the reliability of election information when sourced through unregulated platforms like chatbots. McGill political scientist Aengus Bridgman and Taylor Owen noted that this situation arose not from malicious intent but rather due to the interplay between blocked content access and flawed data sources used by the bots, potentially misleading voters seeking accurate electoral guidance.

Written for “Quebec Election Chatbot Scandal” on 2026-10-09, grounded in this article and the 0 other(s) covering the same event.
Why this leaning score
The model judged this article politically coded and scored it +0.35, but 1 quote(s) could not be found in the article and the other 1 are attributed speech rather than the article's own narration, so the score is not published.
Written under an earlier scoring contract, which gave a paragraph rather than checkable quotes. Re-analysing this article replaces it.
Leaning score withheld for article 67267: no verified evidence · logged 2026-10-09

Signals How these are calculated →

Claims extracted
12
claim-shaped sentences
Uncertain
8%
1 of 12 hedged
Leaning
withheld
no quote in the article backed the model's score
Correction & hedging signals
64.0
corrections and hedging in what we collected; not a measure of accuracy
Outlets on this story
1
Politics
Narrative spread
1
articles carrying this framing
Analyzed 2026-10-09 · how these are computed

Story

📰 Quebec Election Chatbot Scandal
Politics · 1 article(s) covering the same event.

How this is being covered How these are calculated →

Article leaning vs. publisher reliability
Source leaning vs. consistency

Compared with similar articles

Nothing to compare against. No article is close enough to this one for the pipeline to have linked or judged the pair.

Publisher

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Running correction rate · 8 correction(s)
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Who wrote this

Alessia Simona Maratta
33 article(s) here · 1 carrying a prediction
🔮 But because most Quebec news outlets don’t allow chatbots to access their content, he said, those voters couldn’t obtain the most accurate and up-to-date information. “Almost all Quebec newsrooms have blocked AI chatbots from collecting their content.
🔮 Get daily National news Thomas said any leader would have faced significant challenges trying to rebrand a party that had been defined for years by scandal and its previous premier.
🔮 While St-Pierre Plamondon has pledged to hold an independence referendum during his first term, he reiterated Tuesday that it would not happen while U.S. President Donald Trump remains in office.
🔮 That’s something that I would expect them to do,” she said.
🔮 Guelph Mayor Cam Guthrie said he was unhappy with what took place.
🔮 New polling suggests the Parti Québécois could be headed toward a majority government in next week’s provincial election, while support for the Coalition Avenir Québec has fallen sharply, with one projection suggesting the governing party could fail to win a single seat.
🔮 In an update Monday, the SPVM said evidence collected as part of its initial investigation into allegations involving officers from station 39 in Montreal North has been sent to the Le Directeur des poursuites criminelles et pénales (DPCP), which will determine the appropriate next steps.
🔮 Because, as far as I’m concerned, it’s unthinkable that Quebec could sign an agreement with the United States,” Fréchette said.
🔮 Elections Quebec confirmed it has sent out the bilingual voter cards, but Quebecers are not expected to receive them until next week.
2026-09-25 · assertive framing · When will Quebec voters get bilingual mail voter cards?
🔮 She called on the provincial government to provide more stable funding for women’s shelters and specialized organizations, saying additional resources would allow them to expand services beyond emergency accommodation and intervene earlier.
Also by Alessia Simona Maratta
Nothing else under this byline is closely related to this article, so these are simply their most recent.
All 33 articles by Alessia Simona Maratta →

Topics

Canadians ChatGPT McGill Quebec the Max Bell School of Public Policy

Subjects

Quebec GPE · 4× McGill ORG · 2× Aengus Bridgman PERSON · 1× Blaine Calkins PERSON · 1× Canadians NORP · 1× ChatGPT ORG · 1× Conservative NORP · 1× Owen PERSON · 1× Taylor Owen PERSON · 1× the Max Bell School of Public Policy ORG · 1×

Narrative

Taylor Owen, associate professor in the Max Bell School of Public Policy at McGill, said researchers found that in the last three weeks of the election campaign, 39 per cent of voting advice provided by ChatGPT came from an error-filled hobby website built by AI.
framing: assertive · carried by 1 article(s) · first seen 2026-10-09
🔮 But because most Quebec news outlets don’t allow chatbots to access their content, he said, those voters couldn’t obtain the most accurate and up-to-date information. “Almost all Quebec newsrooms have blocked AI chatbots from collecting their content.
2026-10-09 · Global News
Many Quebec voters got false election information from chatbot, MPs hear · assertive framing

Claims (12 extracted, 1 hedged)

Canadians turning to chatbots for election information don’t always get accurate responses, a Parliamentary committee heard Thursday. asserted
committee → turn → responses
An estimated 40 per cent of Quebec voters asked AI chatbots for election information, said Aengus Bridgman, a McGill political scientist who led a study tracking chatbot activity during the recent Quebec election. asserted
who → ask → election
But because most Quebec news outlets don’t allow chatbots to access their content, he said, those voters couldn’t obtain the most accurate and up-to-date information. “Almost all Quebec newsrooms have blocked AI chatbots from collecting their content. asserted
newsrooms → allow → content
Which means that AI chatbots are going elsewhere for information,” he said. asserted
he → mean → information
Taylor Owen, associate professor in the Max Bell School of Public Policy at McGill, said researchers found that in the last three weeks of the election campaign, 39 per cent of voting advice provided by ChatGPT came from an error-filled hobby website built by AI. asserted
cent → say → AI
“There was nothing nefarious by this person’s actions nor necessarily by the design of the chatbots themselves, nor by the publishers who de-indexed themselves,” he said. asserted
he → be → themselves
“It was just this confluence of events that led to, likely, a large number of people getting false information about the election.” asserted
number → lead → election
“That’s actually a little bit terrifying … asserted
That → ’ → ?
If that can happen by accident, imagine what could happen potentially on purpose,” Conservative MP Blaine Calkins responded. uncertain
Calkins → happen → purpose
Owen said that’s the question that needs to be asked “quite urgently.” asserted
that → say → ?
Thursday’s meeting was the first for a new study on AI and Canada’s democratic institutions launched by the House of Commons procedure and House affairs committee. asserted
meeting → launch → committee
This report by The Canadian Press was first published Oct. 8, 2026. asserted
report → publish → Press
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