AI slop is turning Toronto politics into a sci-fi dystopia, but it's not too late to change course

Read the original at Toronto Star ↗
Toronto Star · collected 2026-10-03 · by Shawn Micallef

Quick Summary

Toronto's mayoral race has seen controversy over the use of an app called Victory by candidate Brad Bradford, which allegedly uses points and rewards to encourage supporters to post AI-generated political messages on social media. This practice raises ethical concerns about privacy and the authenticity of online discourse, as it can blur the line between genuine support and AI-generated content labeled as "agitslop." Additionally, recent incidents involving fake AI-generated residents opposing transit projects and distorted imagery used in advocacy against bike lanes illustrate how such technology is complicating political discussions in the city.
Written locally by qwen2.5:14b on 2026-10-03, 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 mayoral race, Brad Bradford's campaign has faced criticism for using an app named Victory, which allegedly "gamifies" political engagement by awarding points for actions like uploading voter contacts and sharing AI-generated content on social media. The National Observer reported that this practice could compromise voter data privacy due to lax standards. When questioned about the app’s misuse of AI-generated messages and point systems, Bradford initially denied these claims but was later confronted with audio from a campaign meeting confirming their validity. This controversy highlights ethical concerns over the use of artificial intelligence in politics, potentially confusing real support with automated campaigns, echoing dystopian themes reminiscent of Blade Runner.

Written for “AI in Toronto Politics” on 2026-10-05, grounded in this article and the 0 other(s) covering the same event.

Signals How these are calculated →

Claims extracted
37
claim-shaped sentences
Uncertain
14%
5 of 37 hedged
Leaning
Leans strongly left
of the writing, not the subject · beta estimate
Correction & hedging signals
63.3
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 2026-10-03 · how these are computed

Story

📰 AI in Toronto Politics
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

This article reads leans strongly left and hedges 14% of its claims. Each row says how that neighbour differs.
The Guardian
⚖️ Leans left further right than this 🔴 4% hedged 2 of 49 📰 publisher trust 68
“The articles discuss different aspects of AI in politics and refer to distinct events.”

Publisher

Toronto Star · 5247 article(s) · 17 correction(s) detected
Running correction rate · 17 correction(s)
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Who wrote this

Shawn Micallef
3 article(s) here · 1 carrying a prediction
🔮 Brad Bradford’s mayoral campaign has come under fire for using an app called Victory that, as an investigation by Canada’s National Observer found, “gamifies” political campaigns by awarding participants points for uploading their contacts with possibly-lax privacy standards around voter data.
🔮 In an election year Toronto’s differences are smoothed out and can be overlooked by mayoral candidates who need to deliver uncomplicated ideas, to the whole city, as quickly as possible.
🔮 Whoever is elected mayor in October will not fix Toronto, even if they wanted to.
Also by Shawn Micallef
Nothing else under this byline is closely related to this article, so these are simply their most recent.

Topics

ABC Canada Toronto Victory a Blade Runner

Subjects

Toronto ORG · 4× ABC ORG · 3× Bradford PERSON · 3× ABC Toronto ORG · 1× Brad Bradford’s PERSON · 1× Canada GPE · 1× Mahdis Habibinia PERSON · 1× National Observer ORG · 1× Star ORG · 1× the National Observer ORG · 1×

Narrative

Bradford’s dip into AI technology comes a year after a Toronto group used fake, AI-generated residents to oppose transit priority lanes on Bathurst, including a “spokesperson” who also appeared in dozens of unrelated videos supporting different causes and products.
framing: assertive · carried by 1 article(s) · first seen 2026-10-03
🔮 Brad Bradford’s mayoral campaign has come under fire for using an app called Victory that, as an investigation by Canada’s National Observer found, “gamifies” political campaigns by awarding participants points for uploading their contacts with possibly-lax privacy standards around voter data.

Claims (37 extracted, 5 hedged)

Toronto needs a Blade Runner to help us figure out what’s real and what’s artificial. asserted
what → need → Runner
In the film series, Blade Runners hunt androids disguised as humans. asserted
Runners → hunt → humans
In Toronto, we need them to root out our AI generated politics. asserted
them → need → politics
Brad Bradford’s mayoral campaign has come under fire for using an app called Victory that, as an investigation by Canada’s National Observer found, “gamifies” political campaigns by awarding participants points for uploading their contacts with possibly-lax privacy standards around voter data. uncertain
investigation → come → data
Further, the app also awards points for posting AI-generated messages to social media. asserted
app → award → media
The Star’s Mahdis Habibinia asked Bradford himself about using the app and he said the reporting was false and that there’s no rewards. asserted
reporting → ask → app
In response, the National Observer released audio of a Bradford campaign Zoom meeting where a presenter said a points system would be used and that there will be rewards. asserted
system → release → meeting
It all creates ethical and trust issues. asserted
It → create → issues
Beyond the potential privacy breaches around contact collection, an app like this can blur the distinction between heartfelt support and what is sometimes called “AI-slop”: shoddy or thin material passed off as natural or human made. asserted
what → blur → support
The Victory app taps into our worst social media impulses to comment on everything, supercharging it, turning supporters into human-machines posting similar messages. asserted
app → tap → messages
An older term for flooding the zone with provocative, sometimes propagandic, material was “agitprop.” asserted
term → flood → material
This new version could be called “agitslop.” uncertain
version → call → ?
Bradford’s dip into AI technology comes a year after a Toronto group used fake, AI-generated residents to oppose transit priority lanes on Bathurst, including a “spokesperson” who also appeared in dozens of unrelated videos supporting different causes and products. asserted
who → come → causes
In another recent case, ABC Toronto, a political advocacy group that formed as a conservative-leaning version of Progress Toronto, used what appears to be an AI-generated image to oppose the University Avenue bike lanes back in May. uncertain
what → form → May
They proclaimed University should be treated as a hospital corridor first, writing “it is a critical access route for patients, ambulances, hospital staff, caregivers, and emergency services.” asserted
it → proclaim → patients
The bizarre image ABC used depicted a fantasy University Avenue where the bike lanes became two-way cycling highways, unlike the one-way lanes on either side that actually exist. asserted
that → use → side
Inexplicably, the bike lane also had a TTC bus in it, unintentionally demonstrating how, in reality, ambulances can bypass congestion using the wide bike lanes. asserted
ambulances → have → lanes
The buildings ABC depicted alongside the sidewalk don’t exist on University either. asserted
ABC → depict → University
It’s not Toronto. asserted
It → ’ → ?
Other things are quite real, however, like the coalition of health care workers who rallied on University Avenue this week. asserted
who → rally → Avenue
There, doctors and nurses unveiled a letter signed by 650 health care workers in support of bike lanes on University and elsewhere in the city. asserted
doctors → unveil → city
Also real, as opposed to ABC’s apparent AI-image, was Toronto Fire deputy chief Jim Jessop saying, in 2024, that emergency response times had improved since Bloor bike lanes were installed. asserted
lanes → oppose → 2024
Real, too, was the nearly 1000-person-strong Critical Mass ride that cycled Bloor last week in protest of lane removal. asserted
that → cycle → removal
MPs are even split on using it in Parliament, and the federal government is quite AI-bullish too. asserted
government → split → Parliament
While there are surely practical uses for AI as a tool, anything that comes with the evangelical hard sell that AI has should trigger some critical caution, as should some of the mounting harms. asserted
some → be → harms
The creeping unreality into the political arena is another thing to be wary of, a cautionary tale for voters, but also the politicians and civic groups creating it. asserted
unreality → creep → it
Trust is earned over a long time, but it can disappear overnight. asserted
it → earn → time
A hackneyed buzzword, authenticity is hard to define. asserted
authenticity → define → ?
Even before AI, politicians chased authenticity, a sense of realness and a “what you see is what you get” vibe. asserted
you → chase → what
Technology confuses things though. asserted
Technology → confuse → things
In real, physical life it’s harder to fake things (for now). asserted
it → ’ → things
Imagine the Victory app as a one-on-one conversation: how weird and off-putting it would be if the person you were talking to kept looking at their phone and read a script to you written by AI. asserted
you → imagine → AI
Social media insulates us from machine-to-human mimicking, but that’s essentially what AI generated posts are. asserted
posts → insulate → mimicking
An organization that puts out sloppy, fake images or robotic, repetitious text, isn’t respecting the intelligence or dignity of the intended recipient. asserted
that → put → recipient
If they can’t bother to take a real photo, making sure an image represents reality, what does it say about everything else they purport to stand for? asserted
they → bother → everything
As AI slop metastasizes, it could usher in a renaissance of public life and public space. uncertain
it → metastasize → life
Being around actual humans, in protest or conversation, out in the city may be the last honest place to be, no Blade Runner required. uncertain
Runner → require → city
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