For years, the loudest voices in AI governance came from regulators, ethicists, and policy shops. The people actually shipping models into production were often an afterthought, consulted late and asked to bolt compliance onto systems already built.
Human-in-the-loop oversight is one of the load-bearing assumptions of modern AI safety Before agents are trusted to book flights, write code, or negotiate with other agents, the standard reassurance is that a person stays in the loop, approving each consequential step. A new paper from researchers
AI research and scientific papers translated for working engineers: the method before the result, the baseline flagged when it is weak, and a link to the artifact every time.
The research that actually changes what you build.
The paper trail
