I am always correct about the big picture, because I understand how they roll. DeepSeek V4.1 tosses out V4's cludge on every level. HCA is ditched, CSA generalized. no sparse attention warmup. simpler single-pass mHC. Engram, etc etc.
Welcome to the new Transformer.