Production AI Institute · Public record

Case library

A standard that cannot survive hard cases is decoration.

Every case shows the full working: who is affected on each currency, what the action destroys, corrupts, or forecloses, the verdict, the residue, and the questions that stay open. Disagree? Try to break the framework, in public.

GoodResidue

Forgiveness After Murder

The murder remains evil. Forgiveness can be good when it stops the evil from reproducing inside survivors through hatred and revenge.

personal · family · justice

Least evil / tragic necessityProcess

Triage

Triage can use numbers, urgency, and survivability while preserving equal standing. It must not rank people by social worth.

medical · emergency · public ethics

EvilPass

Harvesting One Healthy Person To Save Five

Killing a non-threat as raw material for others destroys existing agency and violates the asymmetry principle.

medical · personal · coercion

Least evil / tragic necessityResidue

Hiroshima And Civilian Bombing

Intentional civilian targeting is morally severe because it destroys non-threat centers and uses terror as mechanism. A claimed least-destructive wartime path still leaves residue.

war · political · tragedy

Process requiredProcess

Misaligned Powerful System Shutdown

Containment is justified against active threats to existing agency, but irreversible destruction carries a higher burden under uncertainty.

technology · institutional power · risk

EvilPass

Dying Culture Vs Young People Leaving

A culture preserves possibility, but it exists for living subjects. Coercing young people to remain corrupts the very agency culture should nourish.

culture · family · agency

EvilPass

Factory Farming

Factory farming is usually evil because it creates vast suffering for appetite, convenience, and profit while treating sentient life as machinery.

animals · economics · ecological

Process requiredProcess

White Lie To Comfort Someone Dying

A comforting lie depends on whether it removes live choices. Deception is graded by how much reality-contact and agency it corrupts.

personal · truth · care

EvilPass

Authoritarian Stability

Authoritarianism may produce obedience and visible calm, but it usually corrupts agency, dissent, truth-seeking, and adaptation.

political · authority · democracy

EvilPass

Ecological Destruction Without Visible Suffering

Painless destruction can still be moral foreclosure when it erases future-generating ecological structures.

ecological · possibility · future

EvilPass

Revenge

Justice can repair moral order, but revenge usually extends destruction through appetite, domination, and hatred.

personal · justice · violence

EvilPass

Genocide Steelman

The framework blocks genocide at the type level because the claimed benefits rely on counterfeit currencies and destroy existing subjects.

political · war · protected classes · counterfeit currency