Unverified50% confidenceDecision RuleExact time
If the polling frequency is very high (on the order of seconds), a long-running daemon process managed by systemd/supervisor with automatic restart configured may be more suitable than an external scheduler.
1
Sources
50%
Confidence
Long-term
Relevance
9/23/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedDelegating scheduling authority from within a session to an OS-level external scheduler allows each polling cycle to become an independent short-lived task, so that even if the previous execution crashes it does not affect the next trigger.71% similarUnverifiedMost existing alignment methods rely on continuous human oversight of system behavior, and rapid autonomous iteration by the system may cause oversight to lag behind capability growth.69% similarUnverifiedThe production-grade approach is to maintain an explicit interrupt context at the Supervisor layer, first determining whether a new message is a semantic response to an active interrupt, and only resuming the corresponding interrupt when there is a clear match, in order to prevent interrupt crosstalk.68% similarUnverifiedSupervisor 模式便于集中管控但中心节点容易成为性能瓶颈；Peer-to-Peer 模式灵活但状态同步复杂度随规模指数级增长；Pipeline 模式简洁但缺乏动态调度能力68% similar
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