Malak Sadek

Results-Actionability Gap: Understanding How Practitioners Evaluate LLM Products in the Wild

How do product teams evaluate LLM-powered products? As organizations integrate large language models (LLMs) into digital products, their unpredictable nature makes traditional evaluation approaches inadequate, yet little is known about how practitioners navigate this challenge. Through interviews with nineteen practit…