Tal Hagin Profile picture
Apr 20, 2024 12 tweets 5 min read Read on X
A Guide to Countering Mis/Disinformation During a Crisis.
Amid unprecedented events, our news feeds overflow with reports, images, and videos, making real-time truth discernment challenging. This thread equips you with the tools for effective navigation amidst such situations.Image
When "Breaking News" emerges, the rush to lead and control the narrative ensues. Reports are hastily assembled, drawing from private sources, alleged incident images, and precedent, often intertwined with personal opinions. This process is standard, but it also leads to issues.Image
The hurried reporting often results in the publication of false testimonies, mislabeling unrelated pictures and videos as connected to the event, and unsourced reports driving a false narrative about the sequence of events.
How can WE avoid this?Image
Step 1: Be aware of your own bias.
Your belief system influences the narrative you embrace regarding "Breaking News." People often scramble to latch onto reports, pictures, or videos that align with their preconceived conclusions about the event, forgoing a critical analysis.Image
Step 2: Ignore reports that don't provide a source.
You are going to have to filter through a lot of content as you try to piece together what transpired. Ignore anything that doesn't provide a source for their claims about the event.Image
Step 3: For reports with alleged sources, check them!
Sometimes, the sources provided are "unnamed," "anonymous," or overly vague, such as when attributed statements are as generic as "a [country] official said". My advice would be to also initially ignore these alleged sources.Image
Step 4: For photos/videos attributed to the event - Patience.
Check for disputes regarding the origin of the photos/videos. Misattributed media is often swiftly "fact-checked." Moreover, consider using "Google Lens" on the image/video to uncover any possible older versions.Image
Step 5: Don't believe fact-checkers who don't provide sources.
Often, fact-checkers will rush to correct posts. Ensure that their explanations provide sources for their claims, and treat them as you would any "Breaking News" report.Image
Step 6: Don't rely on the captions or subtitles of videos of languages you don't speak.
If feasible, contact a user fluent in the language for verification. If not, attempt to locate a transcript of the video. Exercise caution with translation apps as they may not always be accurate.Image
Step 7: Sensational dazzles, yet truth it often eludes
Be cautious of initial reports packed with buzzwords and vivid details; they often serve a purpose. During a crisis, beware of clickbait designed to exploit biases and grab attention.Image
Navigating reports can be complex and time-consuming. This concise list aims to help you swiftly sift through your news feeds, drawing from personal experience to steer clear of fake reports, pictures, and videos.
For a more comprehensive overview of handling misinformation:
Note: A frequently asked question is, "Who should I follow for accuracy?"
We all have biases, which can lead to mistakes. Follow those you trust, but remain cautious and ensure they source anything they post. After all, we're all human and prone to errors.
Thanks for reading!Image

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More from @talhagin

Jan 9
Ironically, this post is propaganda - Those images are from 2 entirely different cities.

1. The "Zoom Out" video was taken in Tehran (Geo: 35.726468, 51.322978).
2. The "Zoom In" video was taken in Mashhad (Geo: 36.327939, 59.498942).

How did I geolocate them? A 🧵
@GeoConfirmedImage
1. First, I used Google Lens on both images to see what results I could get to confirm whether the OP was being truthful or not.
I found 1 X account claiming the "Zoom Out (Now ZO) video was from "Kashani Street". For the "Zoom In" (ZI) video, I saw a comment saying "Mashhad".
2. This doesn't mean either OP were telling the truth - but it was a start.

For the longer version of the ZO video I had several details:
1. A garden.
2. A small street turning onto a main one.
3. Slanted buildings inwards (2)

So, I just followed the street till I found a match:
Image
Read 11 tweets
Jan 4
AI detectors, including those using LLMs, consistently fail to reliably identify AI-generated content, often producing false positives on real images.

But there is an effective, though limited, way to identify AI-generated content using tools like SynthID.

What is SynthID? 🧵 Image
Background:
An AI-generated image claiming to show Maduro in U.S. custody was spread widely on X, believed by many to be authentic.
I debunked it primarily using SynthID. Some questioned why I used AI to debunk AI.
I didn’t - Well, not the way you may think.
What I actually did was use SynthID.
What is it?
In simple terms, it is an invisible watermark. Every piece of media generated using Google Gemini is embedded with this marker.

Its purpose?Image
Read 10 tweets
Dec 24, 2025
AI-Community Notes are wrong (Again) - This photo is not from the Azovstal steel plant in Ukraine.

It's from Gaza, and I managed to geolocate the rough location of the camera in Beit Lahia.

How did I find it? A Guide🧵
(H/t @Stinky915846091)Image
The so-called “proof” that this originated in Ukraine relies on AI-generated citations, but there also CNs by real people (but unapproved).

None of the images or videos presented in those searches match the screenshot in question - not a single one.

Claiming that they “look similar” is insufficient; many power stations share comparable structural features. Similarity alone does not constitute evidence.Image
Image
So, how did I figure out that this was know this is from Gaza?
1. Find an older variant of the screenshot.
2. Geolocation. Image
Read 13 tweets
Dec 16, 2025
Remember the fake site built to spread disinformation?
It claimed the bystander who disarmed one of the shooters wasn’t Ahmed al-Ahmed, but “Edward Crabtree.”

Let’s break down everything wrong with the site - 🧵Image
First of all, the site is "attempting" (very badly) to mimic the real news site, "The Daily Aus" - It just got literally everything wrong: Image
Image
Next, whoever used ChatGPT (I presume) to write the article got several basic facts wrong in the opening paragraphs:

1. The article claims the attack happened on Saturday. It happened on Sunday.
2. It claims the attack was carried out by a lone gunman. There were two gunmen. Image
Read 6 tweets
Dec 14, 2025
Based on the available visuals, it appears (Based on current video evidence) that both gunmen arrived prepared with two firearms each: two hunting rifles and two shotguns.

A Timeline 🧵Image
Current visual information:
1. In the phone and drone footage, one of the individuals who is shot appears to be holding/laying by a firearm (likely a rifle) near the back right side of the vehicle at the moment they are hit. The exact weapon type cannot be confirmed from the footage alone.

2. The vehicle seen parked next to the bridge matches a car reportedly associated with one of the shooters’ home addresses (based on the license plate allegedly linked to him).

3. In the phone footage, a visible interaction visible is seen between one of the victims and a shooter.Image

Image
Image
Firearms observed in separate footage:
1. In footage showing the two neutralized shooters, one hunting rifle and one shotgun are clearly visible:
x.com/talhagin/statu…

2. In footage of a bystander tackling one of the suspects, one shotgun is visible:
x.com/talhagin/statu…

Taken together, these visuals support the assessment that four firearms were present at the scene.Image
Image
Image

Image
Image
Read 7 tweets
Dec 14, 2025
Based on the video, after shooting at two individuals in close proximity, they direct almost* all subsequent gunfire toward the south-east.

Their immediate line of sight, shown by the red movement line, points south-east toward the gathering point of the Hanukkah celebration, marked by the white circle.
Image
(Per my analysis of the video) The shooting does not appear to be random or indiscriminate.
The two individuals were likely shot due to their close proximity or an attempt to intervene. At 1:31, the shooters can be seen actively warning people to the north, where filming is taking place, to move away.
The only time they switch shooting direction is once officers begin to return fire:
Read 6 tweets

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