The chance of getting away with murder is now a coin flip. This isn't due to a single issue but a confluence of factors: witnesses won't cooperate, crime has shifted from domestic to random, digital evidence overwhelms investigators, and the most experienced detectives have retired, creating a massive skills gap.

While ubiquitous surveillance seems like a deterrent, meticulous predators can circumvent it. Israel Keyes operated post-9/11 by carefully managing his digital footprint. Other criminals evade detection by targeting marginalized victims who receive less law enforcement attention, or by physically removing surveillance equipment from crime scenes.

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.

The primary barrier to mass surveillance has been logistical and financial impracticability, not legality. AI eliminates this bottleneck. The cost to process every CCTV camera in America, estimated at $30 billion today, will drop 10x each year due to AI efficiency gains. By 2030, it will be cheaper than remodeling the White House, making it an inevitability unless politically prohibited.

Most criminals, especially young ones, operate on a simple boolean logic: will I get away with this? The severity of the punishment is a secondary concern. Therefore, increasing the crime "clearance rate"—the likelihood of being caught—is a far more effective deterrent than increasing prison sentences.

The proliferation of cell phone cameras has fundamentally changed activism. By capturing events from multiple angles, citizens create an irrefutable public record that counters official disinformation and makes the phrase "We see you" a powerful tool for accountability.

Instead of a human operator manually typing notes, Flock's system listens to 911 calls, uses AI to identify key details (like a suspect's shoes), and immediately queries connected camera systems for matches. This transforms an investigation, enabling arrests in minutes instead of weeks.

Potential offenders, especially young ones, are more influenced by the immediate probability of capture than the distant threat of severe punishment. Investing in police investigations to solve more crimes quickly, such as through expanded DNA databases, has a greater deterrent effect than simply lengthening sentences.