Dead Weights, Live Signals: Feedforward Graphs of Frozen Language Models

We present a feedforward graph architecture in which heterogeneous frozen large language models serve as computational nodes, communicating through a shared continuous latent space via learned linear projections. Building on recent work demonstrating geometric compatibility between independently tra