时分复用:数字生命的运行节律与时间组织层
Time-Division Multiplexing: The Operational Rhythm and Temporal Organization Layer of Digital Life
AI 导读
Jiang Yu 在 arXiv 提出面向持续智能体的时分复用时间组织层,通过带相位标签的微时段、可观测占空比和三重嵌套时钟,将忙碌与空闲通道统一为同一过程的两个阶段,并给出确定性下降保证及随机保证所需噪声项。
正文 · 原文
Abstract:Continual agents must handle urgent interaction while retaining alternatives, replaying errors, and committing safe long-term changes. A previous digital-life framework distinguishes online (busy) and offline (idle) channels, but leaves open whether these are separate programs or phases of a common process and how their operations should be ordered. Motivated by recent observations of rapidly alternating perceptual representations in primate cortex, we develop a temporal organization layer with phase-tagged micro-epochs, an observable duty cycle, independent content and resource controls, and three nested clocks separating candidate exploration from durable commitment. We give a projected duty-cycle update, state its deterministic descent guarantee and the additional noise term required for a stochastic guarantee, and specify coupled busy/idle execution contracts. Five synthetic experiments (64 seeds each) examine descent and noise, objective misalignment, gain asymmetry, resource coupling, and dropped replay logs. In the gain/noise model the best tested gain ratio is 1.55; decoupled scheduling yields 26.6% versus 11.1% success on a constructed urgent/high-load subset. A frozen-backbone Qwen3-8B prototype further checks orchestration, but its proxy outcomes are not task-benchmark evidence. The results establish a testable scheduling design and identify its conditions of validity, not machine consciousness or general-purpose agent superiority.
| Comments: | 30 pages, 6 figures |
| Subjects: | Artificial Intelligence (cs.AI); Neurons and Cognition (q-bio.NC) |
| Cite as: | arXiv:2611.06603 [cs.AI] |
| (or arXiv:2611.06603v1 [cs.AI] for this version) | |
| https://doi.org/10.48550/arXiv.2611.06603 arXiv-issued DOI via DataCite (pending registration) |
Submission history
From: Jiang Yu [view email]
[v1]
Wed, 4 Nov 2026 14:54:53 UTC (957 KB)
来源:arXiv cs.AI · arxiv.org