Latent-Space Communication in Heterogeneous Multi-Agent Systems(arxiv.org)

  > "Models have unlocked advanced collaborative reasoning, yet they remain shackled by the inefficiency of discrete text communication, which imposes significant runtime overhead and information quantization loss."