Dual-Cache: sharing context across LLMs
A paper published on September 26, 2026 presents a latent protocol for transferring information across heterogeneous models by translating KV caches and adding joint mixing between layers.
Source: Dual-Cache permite comunicação entre LLMs com mistura entre camadas (arxiv.org). Text prepared with AI from this source.
What happened and what to do
The paper presents Dual-Cache, a latent protocol for transferring information between heterogeneous language models. The method translates the KV cache from a Sharer model to a Receiver and, according to the text, adds joint mixing between layers. The publication is dated September 26, 2026.
A company evaluating multi-agent systems could test whether this context-sharing approach fits its models and workflows, comparing it with text exchange. Implementation should include tests for compatibility, response quality, latency, cost, and controls to protect transferred data.
How the consultancy can help
Wendelmaques can diagnose the opportunity and risks, define an evaluation scope, and implement the required tests and integration components on the company’s infrastructure.
Next step
Send a short description of your use case to receive a scoped proposal for diagnosis and implementation.
Let's assess your project
I reply with scope and a proposal.