4 papers
MaSRead: Content-Addressed Reading of Replicated Latent Stores
Carlos Baquero, Luís Brito, João Resende
Independent agents that reason in latent space can share computed state as key-value cache fragments rather than text. Merged by a conflict-free replicated data type, these fragmen…
Cache Merging as a Convergent Replicated State for Multi-Agent Latent Reasoning
Carlos Baquero, LuÃs Brito
Multi-agent latent reasoning composes agents' KV-caches into one context for a final agent. Prior work (Agent Primitives) does this by concatenating caches along the sequence axis…
When Latent Agents Lie: KV-Cache Integrity in Multi-Agent LLM Collaboration
LuÃs Brito, Carlos Baquero
LLM agents can share more than text. In some systems, an agent can send a short visible message while also passing its full KV-cache state to another model. This hidden state can h…
Public-Decay Homomorphic State Space Models for Private Sequence Inference
Luis Brito
Fully homomorphic encryption (FHE) changes sequence-model design because rotations, encrypted products, ciphertext materialization, multiplicative depth, and bootstrapping pressure…