6+ hour, 7+ min ago   (582+ words) Organizations deploy LLMs without systematic evaluation. Models go to production based on informal testing or vendor claims. When issues emerge'biased outputs, hallucinated facts, toxic responses'there's no baseline to compare against and no documentation of what was tested. No standardized way…...