Brain-Inspired Decoupled LLM: Minimal MVP Launch | Fixing 4 Core Flaws: Bloat, Black Box, Amnesia, Hallucinations (LLM T

Beyond Brute-Force Aesthetics | Full Launch Validation of the Minimal MVP for Modular Brain-Inspired Decoupled Large Language Models Preface Current all-in-one large models centered on the Transformer architecture have long fallen into a vicious cycle of mindless parameter stacking. Trillion-scale parameters lead to bloated deployment and exorbitant training costs; highly intertwined global parameters form an entirely black-box system; fixed context windows constantly suffer from memory loss; an