Gwern Branwen used GPT-4 to find the first unused acronym, CQK, after analyzing Wikipedia for three-letter acronyms (TLAs). The analysis also revealed that approximately 15% of TLAs and 85% of four-letter acronyms are unused.

via Gwern.net