Geolocating Any Audio via Aircraft Doppler Curves Sparks Surveillance Concerns

jachiam0 · x · 2026-11-03

A user demonstrated a striking technique: matching the Doppler shift curves of aircraft audio against public flight data can geolocate any audio clip. AI researcher Jacob Hilton amplified it with a warning — we're unprepared for a future where surveillance capabilities can be optimized like Mario 64 speedruns, as public flight data plus acoustic analysis makes reverse-geolocating audio broadly feasible.

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