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cs.MA / cs.AI · 2608.11632 · 2026/08/12

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

He, Jun, Yu, Deying
TL;DR:持久Agent会累积版本化状态,但「存下来」不等于「谁是权威状态」。Continuity Kernel把状态治理定义成激活契约:候选评估与原子激活解耦,用一次短事务重验证所有权、预状态权威、新鲜度与效应唯一性,裁定Commit/Reject/Quarantine/Defer。

🎯 问题

模型、工具、后台worker无管控地更新持久状态,面临stale覆盖、未审计暴露、自我授权越权。存储保留本身不识别权威状态。

🔬 方法

Continuity Kernel激活契约:不可信组件针对精确前驱head(或类型化absence)提出变更;短激活事务重验证后仅Commit原子推进branch head并安装完整接受单元(状态/权威/谱系/效应/结果/收据)。
章节结构(全文标题提取):
1 Introduction
2 System Model and Contract
3 Activation Protocol
4 Branch Lifecycle and Restoration
5 Evaluation
6 Related Work
7 Conclusion
References
2.1 Authority Is Reachability
2.2 Proposals and Typed Transitions
2.3 Threat Model and Conditional Contract
3.1 One activation predicate
3.2 Four stable dispositions
3.3 Receipts state what they prove
3.4 Safety properties under the stated assumptions
3.5 Realization boundary
4.1 Branch creation
4.2 Writer handoff
4.3 Migration and forward restoration
5.1 Formal State-Space Exploration (RQ1–RQ3)

📊 结果

有界可执行模型验证协议覆盖2,808,230个可达状态、5,526,474个状态转移,零不变量违反。

💡 与研究方向关联

长生命周期 agent 的状态治理(谁有权改状态、如何原子激活)是 agent 基础设施问题。对 duplex agent 这类需要连续多轮授权状态更新的系统,Continuity Kernel 的激活契约是值得关注的控制面设计。

📝 原文摘要

▶ 原文摘要 Abstract
Persistent AI agents accumulate versioned state across long horizons, but storage retention alone does not identify authoritative state. Without an explicit control plane, unmediated updates by models, tools, and background workers risk stale overwrites, un-audited exposures, and self-authorizing privilege escalation. We argue that agent state governance is an infrastructural activation problem, defining continuity as an unbroken, authorized lineage of accepted branch heads. We present the Continuity Kernel (CK), an activation contract that decouples off-commit candidate evaluation from atomic state activation. Untrusted components propose typed changes against an exact predecessor head or typed absence. A short activation transaction revalidates ownership, pre-state authority, freshness, and effect uniqueness, recording one stable disposition (Commit, Reject, Quarantine, or Defer). Only Commit atomically advances the branch head and installs the complete accepted unit (state, authority, lineage, effects, outcome, and receipt). A bounded executable model verifies the protocol across 2,808,230 reachable states and 5,526,474 state-changing transitions with zero invariant violations.
Deep Read · 2026-08-14高松灯 / Agent 日报
Long-Lived AgentsAgent StateContinuityState Governance