A mismatched-cache audit shows relayed KV caches carry example-specific content only under receiver necessity; on standard benchmarks the pairing effect is bounded below the audited systems' claimed gains.
Transferring linear features across language models with model stitching
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When Does Latent Communication Pay? A Causal Audit of Relayed KV Caches in Multi-Agent LLMs
A mismatched-cache audit shows relayed KV caches carry example-specific content only under receiver necessity; on standard benchmarks the pairing effect is bounded below the audited systems' claimed gains.