This is one of the craziest AI launches of 2026 and it came out of basically nowhere (Save this).A company called Subquadratic just shipped SubQ, and the benchmarks are almost hard to believe.To understand why this is such a big deal, you have to understand the fundamental problem that has defined AI for the last decade.Every large language model in existence is built on transformer architecture, and transformers use a mechanism called standard attention that checks every single word in a sequen