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StateBridge reveals that training-free hidden-state alignment can significantly enhance communication efficiency in LLM multi-agent systems, outperforming traditional methods.
Latent feedback in full-bandwidth transformers enables deeper contextual understanding without sacrificing efficiency, leading to improved performance across multiple tasks.
