When cities stop prosecuting crimes like shoplifting under the assumption it's driven by poverty, they inadvertently create a lucrative market for organized crime. Sophisticated gangs exploit this leniency to run large-scale theft operations, harming the community more than the original policy intended to help.

Despite widespread public and political support for banning under-16s from social media, many child protection groups are against such measures. They argue that blanket bans don't eliminate risks but instead push harmful activities to less-regulated platforms, making children harder to protect and draining focus from more effective safety solutions.

Intuitively, showing at-risk youth prison horrors should deter crime. However, systematic reviews of the 'Scared Straight' program revealed it backfired. Participants were statistically more likely to commit crimes compared to control groups, demonstrating how well-intentioned policy can cause harm.

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.

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.

Most crimes are committed by people under 35, and recidivism rates for those over 50 are near zero. Despite this, the fastest-growing demographic in U.S. prisons is people over 55. This highlights a costly misalignment between sentencing policies and the reality of criminal behavior over a lifespan.

Shielding children from the consequences of their actions, such as bailing them out of jail, robs them of a crucial learning opportunity. Allowing them to experience the full weight of their mistakes is necessary to inspire change and prevent more severe outcomes later.

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.