collaborators

11 papers

cs.MA2026

Beyond Memory: A Transactional Continuity Kernel for Long-Lived AI Agents

Jun He, Deying Yu

Persistent AI agents accumulate versioned state across long horizons, but storage retention alone does not identify authoritative state. Without an explicit control plane, unmediat…

cs.LG2026

The Honest Quorum Problem: Epistemic Byzantine Fault Tolerance for Agentic Infrastructure

Jun He, Deying Yu

State machine replication (SMR) and Byzantine fault-tolerant (BFT) consensus guarantee agreement despite a bounded number of arbitrary, colluding faulty participants. However, thes…

cs.AI2026

Replicating Belief, Not Bits: Epistemic State Replication for Agentic Systems

Jun He, Deying Yu

In distributed systems, the classical State Machine Replication (SMR) model assumes that correct replicas execute deterministic transitions to yield identical bitwise states. Howev…

cs.CR2026

Sovereign Execution Broker: Enforcing Certificate-Bound Authority in Agentic Control Planes

Jun He, Deying Yu

Autonomous agents are increasingly connected to cloud, deployment, and data-control workflows, but production mutation authority should not reside inside non-deterministic reasonin…

cs.CR2026

Sovereign Assurance Boundary: Certificate-Bound Admission for Agentic Infrastructure

Jun He, Deying Yu

Agentic infrastructure introduces a critical control-plane authorization problem: non-deterministic reasoning systems can propose high-stakes mutations to production resources, yet…

cs.LG2026

Semantic Quorum Assurance: Collective Certification for Non-Deterministic AI Infrastructure

Jun He, Deying Yu

As large language model (LLM) agents are integrated into autonomous cloud operations, distributed systems face a semantic reliability problem: proposer agents can generate producti…