XBridge: Entity-Grounded Latent Bridge for Heterogeneous LLM Communication.

arXiv:2608.11676v2 Announce Type: replace Abstract: Heterogeneous multi-agent LLM systems, where agents are powered by different model families, can outperform homogeneous configurations by reducing redundant reasoning patterns. Yet existing communication prot