Why some Ontario voters are turning to AI chatbots for 2026 municipal elections

Read the original at Toronto Star ↗
Cite

Mohsen, S. (2026, October 24). Why some Ontario voters are turning to AI chatbots for 2026 municipal elections. Toronto Star. https://www.thestar.com/business/why-some-ontario-voters-are-turning-to-ai-chatbots-for-2026-municipal-elections/article_512f30b9-6034-5f82-8c4e-ddb6b0a3c15e.html

Dated from the outlet's own feed. Check the original for its byline.

Toronto Star · collected 2026-10-24 · by Sadeen Mohsen

Quick Summary

Toronto voter Eric Apps consulted Claude, an AI chatbot, for election guidance when faced with unfamiliar candidates in the Parkdale-High Park ward. During Quebec’s recent provincial election, about 40% of voters relied on AI chatbots but encountered false and outdated information. Experts warn that chatbots can provide biased or inaccurate data, especially for less prominent candidates, potentially undermining informed voting decisions.
Written locally by qwen2.5:14b on 2026-10-24, 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 Toronto’s 2026 municipal elections, Eric Apps, a local lawyer, used Anthropic's AI chatbot Claude to gather information about candidates in his ward, Parkdale-High Park. With incumbent councillor Gord Perks retiring and ten new candidates running, Apps sought a second opinion from Claude on the top five polling candidates and their policies regarding issues like bike lanes, housing, and property taxes. This use of AI for election research is part of a growing trend: during Quebec’s recent provincial election, an estimated 40% of voters turned to AI chatbots, though some received false or outdated information. In response to such concerns, Anthropic has updated its policies to specifically prohibit Claude from deceiving voters or disrupting elections by spreading misinformation or impersonating candidates and officials. This shift towards using AI for political research is raising significant concerns among experts about the integrity of democratic processes.

Written for “AI Chatbots In Elections” on 2026-10-24, grounded in this article and the 0 other(s) covering the same event.
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The article's own words the score was based on. Each is quoted verbatim and was checked against the article text before being stored, so you can find it in the original.
Reading Leans strongly left (beta estimate) Confidence high 1 quote(s) discarded as not found in the article
Leaning: leans strongly left for article 103882 (high confidence, 2 verified quotes) · logged 2026-10-24

Story

📰 AI Chatbots In Elections
Technology · 1 article(s) covering the same event.

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Claims extracted
42
sentences that state something as happening or true
Uncertain
19%
8 of 42 hedged ("reportedly", "may", "according to")
Leaning
Leans strongly left
of the writing, not the subject · beta estimate
Publisher signals
64/100
Toronto Star's corrections and hedging, across everything collected from it. Not a measure of accuracy.
Outlets on this story
1
Technology
Same framing elsewhere
1
articles that frame the event the way this one does
Analyzed 2026-10-24 · how these are computed

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Publisher

Toronto Star · 9499 article(s) · 26 correction(s) detected
Running correction rate · 26 correction(s)
2026-10-24
Correction
2026-10-07
Correction
2026-09-24
Correction

Who wrote this

Sadeen Mohsen
4 article(s) here · 1 carrying a prediction
🔮 Eric Apps had an inkling of who would get his vote in Toronto’s municipal election, but the lawyer wanted a second opinion before making his final decision.
Also by Sadeen Mohsen
Nothing else under this byline is closely related to this article, so these are simply their most recent.

Topics

Anthropic Apps Claude Quebec TORONTO

Subjects

Apps PERSON · 5× Centivany PERSON · 3× Anthropic ORG · 2× Claude PERSON · 2× Quebec GPE · 2× TORONTO GPE · 2× Alissa Centivany PERSON · 1× Eric Apps PERSON · 1× Gord Perks PERSON · 1× McGill University ORG · 1×

Narrative

“We’ve further sharpened our section on elections, focusing it specifically on disallowing the use of Claude to deceive voters or disrupt elections (for instance, by spreading false information about candidates or how to vote, impersonating candidates or election officials, or trying to suppress turnout),” the company’s news release read.
framing: assertive · carried by 1 article(s) · first seen 2026-10-24
🔮 Eric Apps had an inkling of who would get his vote in Toronto’s municipal election, but the lawyer wanted a second opinion before making his final decision.

Claims (42 extracted, 8 hedged)

Eric Apps had an inkling of who would get his vote in Toronto’s municipal election, but the lawyer wanted a second opinion before making his final decision. asserted
lawyer → have → decision
In Parkdale-High Park, his usual safe choice in longtime councillor Gord Perks was taken away when the 63-year-old decided to retire. asserted
old → take → Perks
The race for the city’s west-end ward has ballooned to 10 candidates — none of whom Apps is familiar with. asserted
Apps → balloon → whom
He turned to a system he was familiar with: Claude, Anthropic’s artificial intelligence chatbot. asserted
he → turn → system
Apps asked the bot for the top five polling candidates in his ward and their policies on issues such as bike lanes, housing and property taxes. asserted
Apps → ask → lanes
“It laid them all out in a very easily digestible format,” he said. asserted
he → lay → format
Apps is not the only one turning to AI for election information. asserted
Apps → turn → information
During Quebec’s provincial election earlier this month, an estimated 40 per cent of the province’s voters turned to AI chatbots and received false and outdated information about the election, according to McGill University researchers. uncertain
cent → estimate → researchers
Many Quebec news outlets don’t allow chatbots to access their websites, so their reports cannot be mined for users’ queries. asserted
reports → allow → queries
Experts say this marks a troubling shift in the democratic process, where citizen engagement and human judgment is superseded by some algorithms that could be providing false information. uncertain
that → say → information
There were a few gaps in Apps’ own search, he noted. asserted
he → be → search
The chatbot could not provide much information on candidates who weren’t as widely reported on by news outlets or who didn’t have very active online presences. uncertain
who → provide → presences
He acknowledged that some of the gaps could be related to the parameters of his questions. uncertain
some → acknowledge → questions
“The blind spots are probably in the eyes of the beholders,” Apps said. asserted
Apps → say → beholders
“If you have your point of view going into it, then it probably is going to be giving back information that is not necessarily going to focus on opening your eyes.” asserted
that → have → eyes
Alissa Centivany, an associate professor of Information and media studies at Western University, said artificial intelligence bots have replaced traditional search engines, such as Google, and reliable media platforms, such as news organizations’ websites. asserted
bots → say → websites
For some voters, chatbots have become their main method of seeking information. asserted
chatbots → become → information
For AI researchers like Centivany, it remains unclear what an AI chatbot’s “technical process” is as it scrapes the internet for information. uncertain
it → remain → information
Centivany notes that the quality of information AI chatbots can compile is often lower than she would hope for, especially in the context of political elections. asserted
she → note → elections
One concerning element, she said, is that the mishmash of information it gathers can include user-generated content from social media sites like Reddit. asserted
it → say → Reddit
Centivany said researchers are starting to see evidence of how a bot will compile information based on what they think a user will want to hear, based on past queries, as opposed to objective facts. asserted
user → say → facts
“A lot of it is opinion, a lot of it is untrue, a lot of it is inflammatory,” she said. asserted
she → say → it
“And it’s being used as a source of information.” asserted
it → use → information
As he asked Claude more questions about candidates in his ward, Apps said he was also keenly aware of its limitations, especially with the influx of content on social media platforms, such as TikTok and Instagram. asserted
he → ask → TikTok
“You have to take your AI engine with a grain of salt,” he said. asserted
he → have → salt
“It gave me the basic information and then it puts it back to the viewer.” asserted
it → give → viewer
The accessibility of the AI platforms made political participation easier, Apps said. asserted
Apps → make → platforms
While he considers himself somewhat politically aware, he said the chatbot acted as an information “refresher.” asserted
chatbot → consider → refresher
“You ask it a question and it gives you an answer,” he said. asserted
he → ask → answer
“It’s not giving you glossy videos with clickbait-ish headlines.” asserted
It → give → headlines
Anthropic said Claude uses web search to find up-to-date information and shows its sourcing so users can “judge their credibility for themselves.” asserted
users → say → themselves
“Claude is trained to note when claims are disputed, when sources conflict, or when a source may be inaccurate or have an agenda,” the company said in a statement to The Canadian Press. uncertain
company → train → Press
Earlier this month, Anthropic announced new updates to its usage policies, which included a “refocusing” of their elections section and political content restrictions. asserted
which → announce → section
“We’ve further sharpened our section on elections, focusing it specifically on disallowing the use of Claude to deceive voters or disrupt elections (for instance, by spreading false information about candidates or how to vote, impersonating candidates or election officials, or trying to suppress turnout),” the company’s news release read. asserted
release → sharpen → turnout
Alex Marland, a professor of Canadian politics and the Jarislowsky Chair in Trust and Political Leadership at Acadia University, said it makes sense that voters would turn to an accessible tool such as AI for information about candidates in elections. asserted
voters → say → elections
Typically, people might vote for the political party they most align with, but candidates in Ontario municipal elections are not affiliated with a party. uncertain
candidates → vote → party
“What ends up happening is you have to invest a lot more time to try to understand, ‘What are my choices and what do these people stand for?’” Marland said. asserted
Marland → end → what
It’s a positive sign that voters want to get engaged in municipal politics, Marland said, since Ontario’s last municipal election had record-low voter turnout. asserted
election → ’ → turnout
According to the Association of Municipalities of Ontario, the average voter turnout in the 2022 was almost 33 per cent, compared to roughly 38 per cent in 2018. uncertain
turnout → accord → 2018
But it’s up to users to be vigilant in fact-checking the information they’re receiving, Marland added. asserted
Marland → ’ → information
…and 2 more, not listed.
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