The AI lab Goodfire released a platform designed to decode the internal logic of large language models. It addresses the "black box" problem where developers cannot explain specific model outputs. This tool helps practitioners identify why models fail or exhibit unexpected behaviors. It provides a necessary layer of transparency for deploying frontier models in high-stakes environments.