**Overview** The conversation appears to be discussing research on improving the efficiency of a system, likely LLS (possibly Large Language Systems or similar), by automatically generating guidelines to help overcome limitations in specific domains. The speaker mentions that LMS (possibly Large Language Models) often struggle in certain domains due to limited domain knowledge.