Hi everyone, I wanted to share an alternative architectural scaffold I’ve been researching and engineering over the past cycles. The project is called **SHD-CCP v2.0 (Scalable Hybrid Distributed Cognitive Pipeline)**, and it explores a complete departure from the traditional linear transformer block sequence. Instead of routing tokens through standard dense matrix multiplication layers, this engine maps linguistic structures directly onto **non-linear 3D spatial data point clouds**, utilizi...