Why do state-of-the-art AI models produce inconsistent results - and how do you lock them down?

The immediate problem facing engineering teams today is simple: large AI models behave well in isolated tests but begin to diverge when introduced into real workflows, producing inconsistent answers, missed facts, or wildly different outputs for near...