Police Using AI Tool That Geolocates Photos from Scenery

GeoSpy is developed by Graylark Technologies, a company co-founded by AI researcher Daniel Heinen and his twin brothers. Their stated goal is to create an AI photo geolocation platform that can pinpoint a location within 100 feet in urban areas. Initially, GeoSpy was publicly accessible, but access is now restricted to vetted government and enterprise users due to privacy and safety concerns, including its potential misuse by stalkers. Internal police emails confirm that the Miami-Dade Sheriff's Office's Cyber Crimes Bureau and the LAPD's Robbery-Homicide division are using the technology. Miami-Dade is reportedly using both a global version of GeoSpy and a custom model trained specifically for Miami-Dade County, which may achieve accuracy as precise as one meter. Records indicate a contract valued at $85,500 for two annual licenses, bulk searches, and the development of this localized model. GeoSpy's capability to geolocate photos—even those taken indoors without windows or a view of the street—stems from its analysis of visual cues like architectural styles, soil characteristics, and vegetation. The system is trained on millions of images, allowing it to identify distinctive geographical markers. This allows law enforcement to potentially turn a single social media post into a physical address in seconds. The use of GeoSpy is part of a larger trend of law enforcement agencies adopting Open-Source Intelligence (OSINT) tools to gather information from publicly available data. These tools leverage AI and machine learning to analyze massive datasets from sources like social media, public records, and the deep web to generate investigative leads. The increasing use of powerful AI like GeoSpy in policing is raising significant ethical questions about privacy, surveillance, and potential for bias. Concerns exist that without proper oversight, these technologies could lead to constant surveillance and the erosion of civil liberties. Privacy experts warn about the risks of mass data collection by AI systems and the potential for this information to be subpoenaed or breached. The founder of GeoSpy has shared a video demonstrating how the tool could be used in relation to undocumented immigrants in sanctuary cities, specifically mentioning Los Angeles, which has drawn criticism. This has led to petitions calling on city officials to prevent the LAPD from procuring the technology, especially given accusations of the LAPD collaborating with ICE. While proponents argue that AI can make policing more efficient and help solve crimes faster, the technology is not infallible. The risk of inaccurate matches is acknowledged even within law enforcement, with guidance to treat the results as preliminary leads rather than conclusive evidence. There is a growing call for transparency, accountability, and robust legal frameworks to govern the use of such powerful AI in the criminal justice system.