Prevention Over Punishment: Generative System Design for Reducing Harm Through Growth Rather Than Coercion

Alex Applebee and A. D. Masters

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Author's Note

This paper exists because two children died and the system that was supposed to protect them was busy punishing people.

We are not neutral. We do not pretend to be. The fourteen goals of the OMXUS project -- direct democracy, reduced working hours, prison abolition, court abolition, police replacement, drug legalisation, free internet, housing reform, food safety, play-based education, community emergency response, and preventive healthcare -- did not emerge from a policy workshop. They emerged from grief. From watching systems designed to protect people instead destroy them, and asking: what would have to be true about the world for this never to happen again?

Three of those goals are the direct subject of this paper:

Goal 3 (free all prisoners) (free all prisoners): Free all prisoners. Norway proved it. Twenty percent recidivism versus seventy-seven percent. The person in the cage and the person who put them there are the same person born in a different postcode. N = 1.8 billion proves it. Environmental determination is not a theory. It is the largest dataset in the social sciences, and it says the same thing every time: change the postcode, change the outcome.

Goal 4 (replace courts with restoration) (replace courts with restoration): Eradicate courts. Courts do not perform justice. They perform authority. They reward the people who put others in cages. At 54% detection accuracy and 91.3% cue inversion, the justice system cannot distinguish guilt from innocence. Every judicial decision that relied on credibility assessment is a coin flip applied to a human life. The replacement is not anarchy. It is direct approach, voucher escalation, town meeting, ViewSwap -- structures that resolve conflict without