Author

Huixiang Zhang

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Preprint Jul 2026

Do Latent Channels Actually Communicate? A Causal Audit of Latent Multi-Agent LLM

Self-substitution comparisons further show that example-specific content and other-agent value are distinct and show that aggregate accuracy does not identify how a latent message affects the receiver and motivate controlled message comparisons as a standard evaluation for latent communication.

Huixiang Zhang, Mahzabeen Emu · 3 citations