In this episode of Generative AI 101, host Emily Laird drags AI agents out of their cozy demo theaters and drops them into the command line arena, where pretty prose means nothing and only passing tests keep you alive. We break down Terminal-Bench 2.0, the 89-task obstacle course that exposes whether frontier models can actually compile code, patch vulnerabilities, and survive containerized environments without hallucinating their way into a crater. With scores under 65 percent for top systems, this is less victory lap and more reality check, a sharp look at the gap between sounding smart and finishing the job. If you have ever wondered whether AI autonomy is Iron Man or just a very confident intern with sudo access, this one is for you.