Semantic channel theory achieves deductive compression where minimum block length under closure fidelity depends on the irredundant semantic core size rather than full knowledge-base size.
Logic-driven semantic com- munication for resilient multi-agent systems,
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Semantic Channel Theory: Deductive Compression and Structural Fidelity for Multi-Agent Communication
Semantic channel theory achieves deductive compression where minimum block length under closure fidelity depends on the irredundant semantic core size rather than full knowledge-base size.