Compression-Aware Intelligence is the idea that intelligence fails not when models lack knowledge, but when meaning is forced through representations that cannot safely compress or persist it across time.
compression-aware intelligence says systems fail not because they lack knowledge, but because meaning is forced through representations that cannot safely compress it or carry it forward.