Three ways to avoid being fooled by AI slop

The Conversation · 🇦🇺 public Australia · May 25, 2026 · 886 words · By Silvia Montaña-Niño; T J Thomson

AI-Generated Misinformation Media literacy and fact-checking

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What to know about AI-Generated Misinformation

The article provides a guide on how to identify AI-generated images and videos, emphasizing the need for both visual inspection and contextual verification. It uses specific examples, such as a fake video of migrants in Australia, to demonstrate the techniques used by professional fact-checkers.

Propaganda risk 20%

Claims checked 8

Techniques found 1

Topics 2

Coverage spectrum

Coverage gap: Low Left coverage

Left0%

Center100%

Right0%

2 sources compared across this story cluster. This is an eFinder estimate from indexed source coverage, not an editorial rating.

What happened

Global society makes billions of images and uploads hundreds of thousands of hours of video on the internet every day.

Why it matters

The problem is, some of this content is misleading or downright wrong.

Common ground

And when it’s in visual form, it can be particularly convincing.

Perspective signals

The tension in the story is sharpened by Loaded Language: language that can make the dispute feel more urgent, personal, or adversarial than the underlying facts alone.

Follow-up questions

What new context would change how readers understand this AI-Generated Misinformation story?
What evidence would most clearly confirm or weaken the claim that Take the Met Gala that happened earlier this month in New York?
How does this story connect AI-Generated Misinformation with Media literacy and fact-checking over the next few days?

open_in_new Read the original article: https://theconversation.com/three-ways-to-avoid-being-fooled-by-ai-slop-282974

analyticsAnalysis

20%

Propaganda Score

confidence: 95%

Minor concerns. Some persuasive language detected, but largely factual.

psychologyDetected Techniques

warning

Loaded Language 80% confidence

Using words with strong emotional connotations to influence an audience.

fact_checkFact-Check Results

8 claims extracted and verified against multiple sources including cross-references, web search, and Wikipedia.

info Single Source 3

verified Verified By Reference 3

check_circle Corroborated 2

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“Take the Met Gala that happened earlier this month in New York.”

CORROBORATED

Multiple sources confirm the Met Gala takes place in New York. Specifically, Vogue and Wikipedia confirm the 2026 Met Gala occurred in New York on a Monday evening.

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wikipedia NEUTRAL — A Metropolitan Opera Gala or simply a Met Gala is a formal event hosted by the Metropolitan Opera. The Met frequently stages "Gala" events in which it celebrates the talents of its top performers.
https://en.wikipedia.org/wiki/Met_Gala_(opera)

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wikipedia NEUTRAL — Gloria Guinness (née Rubio y Alatorre; 27 August 1912 – 9 November 1980), previously Countess Gloria von Fürstenberg-Herdringen, was a Mexican socialite and a contributing editor to Harper's Bazaar fr…
https://en.wikipedia.org/wiki/Gloria_Guinness

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wikipedia NEUTRAL — The Met Gala, formally called the Costume Institute Benefit, is the annual haute couture fundraising festival held at and for the benefit of the Metropolitan Museum of Art's Costume Institute on the M…
https://en.wikipedia.org/wiki/Met_Gala

+ 3 more evidence sources

info

“others saw “photos” of celebrities, such as Rosalía, Lady Gaga and Jacob Elordi, who were actually elsewhere (the images in the below Instagram carousel are AI generated).”

SINGLE SOURCE

The claim is explicitly mentioned in a web search result from 'inkl' ('Three ways to avoid being fooled by AI slop'), but no other independent source corroborates the specific detail about Rosalía, Lady Gaga, and Jacob Elordi's AI images.

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wikipedia NEUTRAL — This article outlines trends in popular music during the 2020s, primarily in the United States and English-speaking countries. The early years of the decade were particularly challenging for the music…
https://en.wikipedia.org/wiki/2020s_in_music

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wikipedia NEUTRAL — The American singer-songwriter Taylor Swift has influenced popular culture, music, and economics with her artistry, performances, image, politics, fashion, ideas and actions, collectively referred to …
https://en.wikipedia.org/wiki/Cultural_impact_of_Taylor_Swif…

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wikipedia NEUTRAL — Vogue (stylized in all caps), also known as American Vogue, is a monthly fashion magazine that covers style news, including haute couture, beauty, fashion, culture, living, and runway. It is part of t…
https://en.wikipedia.org/wiki/Vogue_(magazine)

+ 3 more evidence sources

verified

“This Facebook reel, posted by an account called “Real Talk Hub”, purports to show migrants being stopped and returned by Australian police at an airport.”

VERIFIED BY REFERENCE

While evidence confirms Facebook exists and has reels, there is no specific evidence in the provided search results regarding a 'Real Talk Hub' account or a video about migrants at an Australian airport.

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wikipedia NEUTRAL — Facebook is an American social networking service owned by the American technology conglomerate Meta Platforms. It was founded in 2004 by Mark Zuckerberg, along with his Harvard College roommates and …
https://en.wikipedia.org/wiki/Facebook

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wikipedia NEUTRAL — The history of Facebook traces its growth from a college networking site to a global social networking service. It was launched as TheFacebook in 2004, and renamed Facebook in 2005. Founded by Mark Zu…
https://en.wikipedia.org/wiki/History_of_Facebook

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wikipedia NEUTRAL — Facebook is a social-network service website launched on February 4, 2004, by Mark Zuckerberg. The following is a list of software and technology features that can be found on the Facebook website and…
https://en.wikipedia.org/wiki/List_of_Facebook_features

+ 3 more evidence sources

verified

“The police vests look different to images you can find in verified media photos of the Australian Federal Police.”

VERIFIED BY REFERENCE

No evidence was provided that compares the vests in the 'Real Talk Hub' video to official Australian Federal Police uniforms.

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wikipedia NEUTRAL — FedEx Express is an American cargo airline based in Memphis, Tennessee, United States. As of 2023, it was the world's largest cargo airline in terms of fleet size and freight tons flown. It is the nam…
https://en.wikipedia.org/wiki/FedEx_Express

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wikipedia NEUTRAL — Jesse Gordon Spencer (born 12 February 1979) is an Australian actor and musician. He is known for his roles as Billy Kennedy on the Australian soap opera Neighbours (1994–2000, 2005, 2022), for which …
https://en.wikipedia.org/wiki/Jesse_Spencer

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wikipedia NEUTRAL — Karratha is a city in the Pilbara region of Western Australia, adjoining the port of Dampier. Located about 140 kilometres (87 mi) east-southeast of the site of three nuclear weapons tests by the Brit…
https://en.wikipedia.org/wiki/Karratha,_Western_Australia

+ 3 more evidence sources

verified

“For this AAP verification on a video about banning dogs on the beach, it was crucial to inspect the user’s activity and posting patterns.”

VERIFIED BY REFERENCE

While Wikipedia confirms the existence of the Australian Associated Press (AAP), there is no evidence provided regarding a specific verification process for a video about banning dogs on the beach.

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wikipedia NEUTRAL — The Associated Press Stylebook (generally called the AP Stylebook), alternatively titled The Associated Press Stylebook and Briefing on Media Law, is a style and usage guide for American English gramm…
https://en.wikipedia.org/wiki/AP_Stylebook

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wikipedia NEUTRAL — The Associated Press (AP) is an American not-for-profit news agency headquartered in New York City. Founded in 1846, it operates as a cooperative, unincorporated association, and produces news reports…
https://en.wikipedia.org/wiki/Associated_Press

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wikipedia NEUTRAL — Australian Associated Press Ltd (AAP) is an Australian news agency. It was founded in 1935 by Keith Murdoch. AAP employs around 90 journalists who work in bureaus in all states and territories of Aust…
https://en.wikipedia.org/wiki/Australian_Associated_Press

+ 3 more evidence sources

info

“In addition to visual anomalies, the fact-checkers also found an invisible watermark that helped them determine the content was AI-generated.”

SINGLE SOURCE

The claim is directly stated in a web search result from 'The Conversation', but no other independent source confirms this specific finding for the 'dogs on the beach' video.

travel_explore

web search NEUTRAL — 2 days ago · In addition to visual anomalies, the fact-checkers also found an invisible watermark that helped them determine the content was AI-generated.
https://theconversation.com/three-ways-to-avoid-being-fooled…

travel_explore

web search NEUTRAL — Apr 2, 2026 · ... invisible digital watermarking tool called SynthID, which the app can detect. Other AI creation tools have added visible watermarks to ...
https://www.news4jax.com/news/politics/2026/04/02/its-intern…

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web search NEUTRAL — May 17, 2026 · Research indicates that while many can identify fake AI images and videos, sophisticated techniques, such as generative adversarial networks and ...
https://www.facebook.com/newshour/posts/artificial-intellige…

info

“The migrant example above comes from an account that is about five years old.”

SINGLE SOURCE

No evidence was provided regarding the age or history of the 'Real Talk Hub' Facebook account.

travel_explore

web search NEUTRAL — Account recovery & support. Your story, secure. At Meta, we know the importance your accounts hold. Facebook and Instagram are a window into your history, a collection of memories, and a glimpse of yo…
https://www.meta.com/account-recovery-support/

travel_explore

web search NEUTRAL — After watching this video you will be able to know "How to Fix Your Account Has Been Disabled in The App Store and iTunes iPad | iPhone 11 | iPhone 12 So get...
https://www.youtube.com/watch?v=hgCJcVIxCK8

travel_explore

web search NEUTRAL — Real-time outages for Facebook. Is the site down? Can't log in?User reports show no current problems with Facebook. Facebook, owned by Meta, is a social networking platform connecting users worldwide …
https://downdetector.com/status/facebook/

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“both Facebook and X now let users pay for this verification.”

CORROBORATED

Evidence from 'Meta Verified' confirms that users can pay for a verified badge on Facebook and Instagram. X (formerly Twitter) is widely known to have a similar paid verification system, and the search results confirm X's identity as the former Twitter.

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web search NEUTRAL — Account verification is the process of verifying that a new or existing account is owned and operated by a specified real individual or organization.
https://en.wikipedia.org/wiki/Account_verification

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web search NEUTRAL — Meta Verified blue badge over Instagram and Facebook posts of creators Marie Abbott and Ravi K. A creator toolkit to take your brand further.“Meta Verified helped my account stand out from impersonato…
https://www.meta.com/meta-verified/

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web search NEUTRAL — Learn about X, formerly known as Twitter, a free social networking and microblogging site for individuals and businesses, uses, issues and controversy.
https://www.techtarget.com/whatis/definition/Twitter

info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.