Scott argues you’re already surrounded by cameras in phones, ATMs, and streets, so collection is inevitable. The real problem is whether laws and institutions can restrict access, citing a Texas abortion-related lookup and an Indianapolis officer tracking his wife. He wants stringent privacy safeguards around use.

Criminals, especially young ones, don't weigh potential punishments. They operate on a simple boolean logic: can they get away with it? Technology that dramatically increases the "clearance rate" (the percentage of solved crimes) acts as a powerful deterrent by changing that calculation.

Contrary to "tough on crime" rhetoric, research shows that the certainty of being caught is a more powerful deterrent than the length of the sentence. This suggests that resources for criminal justice reform are better spent on technologies and methods that increase the probability of capture, not just on harsher penalties.

AI-powered tools like Flock Safety are so effective that reducing crime is now a political choice for municipalities, not a technological one. Cities like Cambridge are actively choosing to disable tools like gunshot detectors, creating a pro- or anti-crime policy divide.

The debate over Flock's license plate readers highlights a societal contradiction. Citizens broadly oppose mass surveillance on privacy grounds but demand the use of these exact tools to solve crimes after they occur, creating a constant policy tension.

The classic serial killer who evades capture for decades may be a relic of a pre-digital era. The proliferation of private and public cameras, from Ring doorbells to tollbooth monitors, creates a digital footprint that makes it much harder for criminals to operate anonymously over long periods, leading to faster captures.

The ultimate measure of success for a public safety technology company like Flock is not more arrests. Instead, it's the prevention of crime and the reduction of the overall prison population, signaling a shift from reactive enforcement to proactive deterrence and rehabilitation.

Cities are turning off effective AI surveillance systems like Flock, which tracks vehicles involved in crimes, due to political backlash over privacy. This decision directly hinders police ability to solve active crime sprees, as demonstrated when criminals were only caught after driving into a neighboring town where the system was active.

In a bizarre form of social proof, admitted criminals are appearing on podcasts to explain how Flock Safety's surveillance network has made their activities, like car theft, impossible. This provides a powerful, if unconventional, testament to the technology's effectiveness and serves as a unique form of product marketing.