Why some Ontario voters are turning to AI chatbots for 2026 municipal elections
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.
In Parkdale-High Park, his usual safe choice in longtime councillor Gord Perks was taken away when the 63-year-old decided to retire. The race for the city’s west-end ward has ballooned to 10 candidates — none of whom Apps is familiar with.
He turned to a system he was familiar with: Claude, Anthropic's artificial intelligence chatbot. 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.
"It laid them all out in a very easily digestible format," he said.
Apps is not the only one turning to AI for election 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earlier this month, an estimated 40 per cent of the province's voters turned to AI chatbots and received false and outdated information about the election, according to McGill University researchers. Many Quebec news outlets don't allow chatbots to access their websites, so their reports cannot be mined for users' 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Experts say this marks a troubling shift in the democratic process, where citizen engagement and human judgment is superseded by some algorithms that could be providing false information.
There were a few gaps in Apps' own search, he noted. 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. He acknowledged that some of the gaps could be related to the parameters of his questions.
“The blind spots are probably in the eyes of the beholders,” Apps said. “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.”
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.
For some voters, chatbots have become their main method of seeking information.
For AI researchers like Centivany, it remains unclear what an AI chatbot’s "technical process" is as it scrapes the internet for 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.
One concerning element, she said, is that the mishmash of information it gathers can include user-generated content from social media sites like 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.
“A lot of it is opinion, a lot of it is untrue, a lot of it is inflammatory,” she said. “And it’s being used as a source of 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.
"You have to take your AI engine with a grain of salt," he said. "It gave me the basic information and then it puts it back to the viewer."
The accessibility of the AI platforms made political participation easier, Apps said. While he considers himself somewhat politically aware, he said the chatbot acted as an information "refresher."
"You ask it a question and it gives you an answer," he said. "It's not giving you glossy videos with clickbait-ish 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."
"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.
Earlier this month, Anthropic announced new updates to its usage policies, which included a "refocusing" of their elections section and political content restrictions.
"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.
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.
Typically, people might vote for the political party they most align with, but candidates in Ontario municipal elections are not affiliated with a 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.
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. 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.
But it’s up to users to be vigilant in fact-checking the information they’re receiving, Marland added.
“This is a piece of information that is going in with other pieces of information."
This report by The Canadian Press was first published Oct. 24, 2026.
By Sadeen Mohsen | Copyright 2026, The Canadian Press. All rights reserved.
Snowfall sends Alberta drivers a winter warning
Alberta RCMP and AMA are urging drivers to ready their vehicles and emergency kits for the winter as snow fell across central and southern Alberta on Friday.
The Alberta Motor Association says cold temperatures can affect how a vehicle runs, meaning basic checks are important to carry out this time of year. AMA recommends keeping vehicles fuel tank at least half full, since cold weather lowers fuel efficiency and spare fuel helps during an unexpected delay.
Winter tires are another important step, the association says, because they grip and stop better than all season tires in snow and ice. Drivers should check tire pressure often because
it can drop when temperatures fall.
Road science supports the advice. The Canadian Automobile Association says all season tires lose grip below 7C because the rubber stiffens in the cold. Transport Canada says black ice can form between 4C and -4C, and they say bridges and overpasses often freeze before roads do.
The AMA says drivers should pack a kit with booster cables, a flashlight and spare batteries, blankets, warm clothing, non-perishable food, candles, matches, first aid-supplies and a charged cellphone. If a vehicle breaks down, the kits can help keep people safe while they wait for help.
Alberta RCMP are also asking drivers to slow down and make safe choices. Police say impaired, distracted, fatigued and aggressive driving cause the most serious crashes. They suggest setting navigation and music before travelling, not while the vehicle is moving.
"We're seeing a concerning trend in fatal collisions on Alberta roads," said Cpl. Mike Warman of Alberta RCMP Traffic Services. "All road users have a part to play in road safety."
The reminders come during a deadly year on provincial roads. Alberta RCMP say 2026 is on track to be the worst year for road deaths in a decade. As of Aug. 31, there were 192 fatal crashes on roads the force patrols.
Drivers can check road conditions by calling 511 or visiting 511 Alberta online before they leave. RCMP warn drivers that highway conditions can change fast this time of year.
Copyright 2026, Medicine Hat News. All rights reserved.
Brook Wagner, Local Journalism Initiative Reporter, Medicine Hat News.
This Ontario village with little shops and rolling hills is like a cozy Hallmark scene
It's the perfect spot for a late-autumn outing. 🍂
Cozy small towns with quaint shops and charming streets don't just exist on screen. This Ontario village looks like it was plucked from an autumn Hallmark film, and it's only a road trip away from Toronto.
Tucked amid rolling hills and vibrant leaves, the destination is a magical place to explore in late fall.
Creemore is a picture-perfect village tucked into the scenic Niagara Escarpment, about 2 hours from Toronto.
According to the website, it is known as "the little village with the big heart," and the historic Main Street will whisk you away to a "simpler time."
You can stroll through the town, popping into cozy bookshops and local boutiques along the way.
Since autumn is all about spiced lattes and sweet treats, you'll want to stop by these charming cafes dotted throughout the area.
You can grab a baked good and seasonal drink from The Creemore Bakery, Bank Café or Good Grief Coffee Roasters.
Or enjoy a crisp local beer from the Creemore Springs Brewery.
There's more to Creemore than its quaint shops and charming main street.
The village is also home to some attractions, including North America's Smallest Jail, a tiny building dating back to the 1800s with just three cells.
If you're hoping to do some last-minute leaf-peeping, Creemore is close to several scenic fall hiking spots.
Devil's Glen Provincial Park is a must-visit, with forested trails and a boardwalk offering beautiful views of the valley below.
Nottawasaga Lookout is another beautiful place to take in the views, with sweeping vistas of the Niagara Escarpment framed by vibrant shades of red, orange and gold.
You can also explore the Bruce Trail, which passes through sections of the Niagara Escarpment and offers more opportunities to admire the autumn scenery.
Creemore is located just a short drive from Collingwood, another charming town with a lively main street, shops, and eateries. You can also pop over to Blue Mountain Village while in the area, a charming pedestrian village with outdoor attractions and more.
With its beautiful scenery and Hallmark-worthy charm, Creemore is an idyllic destination for a last-minute autumn getaway.

Auston Matthews' Famous Moustache Is In Danger & Only You Can Shave It
Shave the date! If you’ve never been a fan of Auston Matthews' moustache then you’re in luck. The Leafs star has promised to shave his fuzzy upper lip, but only if it’s for a good cause.
“Some of you love it, most of you hate it. And now, the fate of my moustache is in your hands,” Matthews shared in a video on Instagram.
The player says he will commit to shaving so long as he can raise $134,000 for Movember by the end of the month.
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The video goes on to show Matthews reading internet comments about his famous facial hair.
“Auston Matthews gets home after a long day of work and hangs that moustache up on his coat rack,” one comment reads.
Upon hearing the news, fans were torn, expressing their thoughts in the comments section of the video.
Some claim he’d raise more money if he promised to never shave. Other fans would be happy to see it go, convinced the stache has brought bad luck to the team.
Even Justin Bieber’s father Jeremy hopped in the comments to share his thoughts. “You shave your duster and I will grow mine,” he promised.
Whether you love it or hate it, the fate of Matthews' moustache lies in your hands now.