StepShield

Capsule puts a 71-millisecond judgment between an agent and the action it intends

The startup fine-tuned two Nvidia Nemotron models to allow, flag or block each action an agent intends, and reports 98% accuracy on a 9,429-trajectory benchmark whose own authors say accuracy is the wrong test.