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stated on February 22, 2026 in social media posts:

Image shows Puerto Vallarta, Mexico, after the killing of Nemesio “El Mencho” Oseguera Cervantes, the head of Jalisco New Generation Cartel.

False
By Maria Briceño
February 23, 2026

This isn’t a real image of Puerto Vallarta on fire after the killing of a cartel leader; it’s AI

If your time is short

  • This viral image doesn’t show Puerto Vallarta, Mexico, after the killing of Nemesio "El Mencho" Oseguera Cervantes, the head of the Jalisco New Generation Cartel. 

  • The image shows the logo of Gemini, Google’s AI chatbot.

  • It also shows clues it was AI-generated, some buildings look distorted and the smoke and the fire have unusual patterns; The fire is not consuming the structures and all the smoke is going in the same direction.

See the sources for this fact-check

The Mexican military killed Nemesio “El Mencho” Oseguera Cervantes, Mexico’s most wanted cartel boss, during an operation aided by U.S. intelligence information in Tapalpa, a town within the Mexican state of Jalisco.  

Violence spread after Oseguera Cervantes’ Feb. 22 killing, with suspected gang members torching buses and businesses while clashing with the authorities in multiple Mexican cities, including Puerto Vallarta in Jalisco. 

Images of Puerto Vallarta in flames have been widely reported, but one photo shared online is not real. 

A Feb. 22 TikTok post said it shows an image of Puerto Vallarta with scattered buildings on fire.

“This is not a scene from a movie, this is the city of Puerto Vallarta, Jalisco in Mexico. Look at all these fires going around the city,” says the man in the TikTok video. “Well, what’s happening is they’re saying that they took down the leader of El Cartel de Jalisco Nueva Generación, AKA El Mencho… and all his people are going around all the city and just burning cars, shooting random people, fighting against the police.”

Instagram and X users also shared the same image with English and Spanish captions claiming to show the unrest in Puerto Vallarta.

Graphic of fake Puerto Vallarta image
Figure 1: Graphic of fake Puerto Vallarta image

(Screenshot of the Instagram post.)

But that was generated with artificial intelligence. 

The image shows the logo of Gemini, Google’s AI chatbot, at the bottom right corner. 

PolitiFact uploaded the image to Gemini and it confirmed the image was generated using its generative AI program. 

Visual inconsistencies signal the image is fake. Some of the cars on the streets are indistinguishable, while others look on top of each other. Some of the buildings look distorted and the smoke and the fire have unusual patterns. For example, the fire is bright orange and it sits on top of the buildings without consuming the structure, and the smoke seems to be going up in the same direction without being disrupted by the wind. 

Graphic of AI Puerto Vallarta image 02-23-26
Figure 2: Graphic of AI Puerto Vallarta image 02-23-26

(Screenshot of AI-generated image highlighting with red circles visual inconsistencies. At the bottom right is the Google Gemini logo.)

This image doesn’t show Puerto Vallarta after the killing of Oseguera Cervantes. We rate this claim False. 

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