In the wake of a fatal shooting by a federal agent in Minneapolis, digitally altered images have flooded social media, complicating public understanding of the event. This incident is one of several recent global events where distinguishing fact from fiction requires sophisticated digital investigation, from tracking mysterious oil tankers in the Mediterranean to verifying drone strikes in conflict zones.
The proliferation of AI-enhanced content and the use of complex methods to obscure activities on the world stage present a growing challenge for establishing a clear record of events. Investigators are increasingly relying on a combination of digital forensics, geolocation, and open-source data to piece together the truth.
Key Takeaways
- AI-enhanced images of a fatal shooting in Minneapolis have gone viral, spreading manipulated versions of the event.
- A nine-minute video filmed by a bystander has provided a clear, close-up view of the Minneapolis incident, contrasting with the AI fakes.
- So-called "dark fleet" oil tankers are exhibiting unusual behavior in the Mediterranean, raising concerns about maritime safety and illicit trade.
- Digital verification techniques, including geolocation and reverse image searches, were used to confirm attacks in Ukraine and Lebanon.
The Minneapolis Shooting and the Rise of AI Disinformation
Following the fatal shooting of Alex Pretti in Minneapolis, images described as "AI-enhanced" quickly spread across online platforms, accumulating tens of millions of views. While based on a real frame from a video of the incident, these images show clear signs of digital manipulation.
In one widely circulated image, the head of an agent kneeling on the ground appears to be erased. According to generative AI expert Henry Ajder, such tools do not reveal a hidden reality within a low-quality image. "Instead, they approximate what an enhanced version of an image could look like," he explained, warning of the risk of confusing these AI predictions with new factual information.
This is not the first time AI has been used to distort events in Minneapolis. Similar manipulated images attempted to "unmask" a U.S. agent involved in a separate fatal shooting earlier in the month.
A Clearer View Emerges
While manipulated images clouded the narrative, a separate, nine-minute video provided a detailed and close-up perspective of the shooting. The footage, filmed from the front seat of a car parked directly beside the incident, captures the moments before, during, and after the fatal shots.
The video records Pretti attempting to intervene as a federal agent pushes several people. "Do not push them into the traffic," Pretti is heard shouting. The situation escalates, with Pretti being pepper-sprayed before multiple agents attempt to restrain him. Shortly after someone shouts "gun, gun, gun," shots are fired.
Accountability and Body Cameras
The incident has renewed questions about accountability for federal agents. U.S. Immigration and Customs Enforcement (ICE) began a pilot program for body-worn cameras (BWCs) in March 2024, with an initial deployment of 1,600 units. However, there is no regularly published data on how many agents currently use them. Recent budget proposals for the 2025-26 financial year include a request to cut 19 jobs from the BWC program.
In the aftermath, the video captures agents approaching Pretti's body, with one heard saying, "I've got the gun!" The person filming was instructed to leave the scene. The uploader confirmed they have provided the footage to the Minnesota Bureau of Criminal Apprehension as evidence.
Tracking Global Conflicts from a Distance
The same digital verification techniques used to analyze the Minneapolis shooting are critical tools for reporting on international conflicts. Recent events in Ukraine and Lebanon demonstrate how investigators can confirm the authenticity and location of attacks using publicly available information.
Kharkiv Drone Strike Verified
Footage emerged on Sunday showing a drone striking a high-rise residential building in Kharkiv, Ukraine. By slowing down the video, investigators identified key landmarks, including a sign for a "Profi Store" and the Saltivska Metro station.
Using the store's website to find its branch locations and cross-referencing them with online street view maps, the exact location of the apartment block in the north of the city was confirmed. Oleg Synegubov, head of the Kharkiv region, later confirmed that an 80-year-old woman was injured in the attack. Reverse image searches and AI detection tools were used to ensure the footage was recent and not artificially generated.
Pinpointing a Strike in Lebanon
Similar methods were applied to footage of a vehicle on fire in Tyre, a coastal city in southern Lebanon, reportedly the result of an Israeli strike. Analysts spotted a sign for a popular chicken restaurant, al-Abdallah, and a blue sign for the American University of Culture and Education (AUCE).
The Geolocation Process
Geolocation is the process of identifying the geographic location of an object or event. In journalism, it often involves:
- Analyzing video or images for unique landmarks like signs, buildings, or natural features.
- Using online mapping services like Google Maps or Yandex to search for those landmarks.
- Cross-referencing findings with other sources, such as business directories or user-uploaded photos, to confirm a precise location.
By checking the restaurant's website, investigators found its branch in Tyre. Customer photos uploaded to Google Maps for that location showed the same blue AUCE sign visible from inside the restaurant, confirming the location of the incident.
The 'Dark Fleet' Navigating Treacherous Waters
Beyond active conflict zones, open-source intelligence is shedding light on a shadowy corner of the global shipping industry. At least two "dark fleet" oil tankers have been observed sailing erratically in the Mediterranean, raising alarms among maritime experts.
The Chariot Tide, an 18-year-old vessel, began signaling "Not Under Command" on January 22 as it approached the Strait of Gibraltar. This signal is used when a ship is unable to maneuver due to engine failure or other damage. Tracking data showed it making unusual looping movements for several days before continuing east at low speed, shadowed by a Spanish search and rescue vessel.
A second vessel, the Progress, also briefly signaled "Not Under Command" before updating its status to "In Casualty or Repairing." Michelle Bockmann, a senior analyst at the maritime intelligence firm Windward, noted that the Chariot Tide is falsely flagged to Mozambique and, like many dark fleet ships, is uninsured.
"The dark fleet is an accident waiting to happen, and it's unsurprising, in one respect, that we're seeing vessels having mechanical difficulties," stated Bockmann.
These ships are part of a growing fleet of older, often poorly maintained and improperly insured vessels used to transport oil from sanctioned countries like Russia. An oil spill from such a vessel would create significant complications regarding liability and cleanup costs. Mark Douglas of Starboard Maritime Intelligence noted that satellite imagery showed both ships pointing in a different direction from their travel path, suggesting they may have been carried by strong winds while disabled.
These interconnected events, from the streets of Minneapolis to the waters of the Mediterranean, underscore the critical role of verification in a complex and often misleading information environment. As technology evolves, so too must the methods used to establish the ground truth.





