OLeary stupid AI arguments
The short version: A Digital ID, Mass Surveillance and Digital Currency video skewers the lazy 'AI will handle it' justifications pitched for surveillance tech, a mindset that fuels ALPR expansion.
Our Take
The channel Digital ID, Mass Surveillance and Digital Currency built its whole catalog around picking apart the breezy promises tech boosters make when they wave the word "AI" at a problem, and this video keeps that tradition going. We weren't there for the specifics of the O'Leary remarks being dissected, but the broader pattern is one we see constantly in the ALPR world: pitch a camera network as a neutral, almost magical crime-solving tool, skip the hard questions about accuracy, retention, and who gets access to the data, and count on the public to assume the machine knows best.
That's exactly the sales pitch Flock Safety and similar vendors use on city councils every week. "AI-powered" sounds like due diligence, but it rarely survives contact with the actual error rates, the quiet data-sharing agreements between agencies, or the fact that a misread plate can trigger a felony stop on an innocent driver. Videos like this one matter because they chip away at the assumption that technical sophistication equals accountability — it doesn't, and treating it as if it does is how entire states end up blanketed in license plate readers with almost no public debate.
If you want to see how far that blanket already extends near you, check our camera map, and if you're ready to push back on a local deployment, our take-action page has concrete steps for getting in front of your city council before the next contract gets signed.
This is DeFlock The USA’s original commentary. The video above is the work of Digital ID, Mass Surveillance and Digital Currency, published on YouTube — full credit to the creator.