Each generation of AI models moves from a stochastic toy toward a controllable framework. That's not disappointment; it's when the technology becomes fit for real work inside a process.
System failure, process failure, human error: your risk register has three columns. Agents add a fourth: the error that arrives through normal operation. What's your entropy budget?
