When we started this work we used the language everyone in the field uses. AI safety. Alignment. Guardrails. After about six months of multiple iterations and customer conversations. we noticed something — those words were doing the wrong work in the room. They framed the problem as a property of the model. The buyer kept hearing "we are going to make the model behave better." Which is not what we are doing. And not what the buyer needs.
The model is going to do whatever the model is going to do. That is not a fight we are picking. The thing we can pick a fight with is the operator's question — what authority did you give it, and how do you prove it stayed inside that authority? That is bounded authority. It is a property of the operator, not the model. It is something the operator can declare, can change, can audit. And it does not depend on us being right about an unsolved research problem.
This is not a marketing rebrand. The two framings produce different products. "Safety" leads you to filters and classifiers — bolt-on detectors that try to catch the bad output after the model produces it. "Bounded authority" leads you to a runtime — infrastructure that decides whether the action is permitted in the first place, and signs the record of that decision. We picked the second one. That is what Primis is.
The shift also reframes the buyer conversation. The CFO does not want a deeper guarantee about the model. The CFO wants a defensible answer to one question — "what authority did this agent have, and can you prove it stayed inside it?" Bounded authority gives them that answer. Safety, as a frame, does not. The CISO is the same. The compliance lead is the same. The shape of the question is consistent across every buyer who has actually had to defend an autonomous system to someone with a checkbook or a subpoena.
If you are deploying an agent and you keep getting stuck on questions that sound like research, try the rephrase. The questions get easier. The product gets simpler. The conversation with the security team gets shorter.