The /proc/meminfo file in Linux provides extensive information about the system's memory usage, including total memory, free memory, and memory used for buffers and cache. The statement is false because /proc/meminfo does include 'Buffers' and 'Cached' labels, which indicate the amount of memory used for buffer space and cache respectively. Not understanding what is represented in /proc/meminfo could lead to incorrect assessments of memory issues.