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20 results for “lifecycle control”

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cs.AIcs.SEEmpiricalRecentJul 16, 2026

Proof-or-Stop: Don't Trust the Agent, Trust the Evidence -- Loop Engineering for Verifiable Evidence-Gated Lifecycle Control

Jek Huang, Jeffery Hsia, Jiayi Sun, Freddie Shi +2 more

This paper introduces Proof-or-Stop Lifecycle Control, a method that allows lifecycle transitions only when mechanically verifiable evidence is provided, and evaluates its implementation.

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cs.NIcs.AIeess.SPEmpiricalRecentJul 7, 2026

Agentic AI for IPoDWDM Network Lifecycle Automation: An MCP-Enabled Architecture

Chunmin Xia, Jakub Harbaczewski, Nikhil Dsilva, Julie Raulin +2 more

This paper proposes a distributed architecture for automating and controlling multi-vendor, multi-layer IP over DWDM networks using SDN, enabling end-to-end service lifecycle automation and closed-loo…

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cs.AIRecentJun 1, 2026

From Capability Models to Automated Planning: An AAS-Native Approach for Automatic PDDL Generation

Hamied Nabizada, Thomas Wirt, Luis Miguel Vieira da Silva, Felix Gehlhoff +1 more

This paper proposes an automated method to generate complete PDDL planning problems directly from Asset Administration Shell (AAS) capability models, eliminating the need for specialized planning expe…

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eess.SYcs.MAmath.OCTheoreticalRecentJun 22, 2026

Welfarist Control Design -- How to fulfill the societal mandate in multi-agent control?

Sophie Hall, Kai Zhang, Ilia Shilov, Heinrich H. Nax +1 more

This paper explores tools for control engineers to design socio-technical systems in a more principled and ethical manner, using feedback optimization, control of Markov decision processes, and model…

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cs.SEcs.AIRecentJun 1, 2026

Monitoring Agentic Systems Before They're Reliable

Marisa Ferrara Boston, Glen Hanson, Effi Georgala, JD Hudgens +1 more

The paper proposes a comprehensive monitoring and triage methodology for agentic systems, demonstrating that structural defects mask task-level errors and require specialized monitoring scopes for det…

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cs.ROcs.AIRecentMay 29, 2026

Completion at the Boundary (CaB): Deployable Switching with Completion-Aware Control under Limited Calibration

Yusuke Sano, Takeshi Itoga

The paper proposes Completion at the Boundary (CaB), a method that predicts event-local completion objects using Boundary-Phase Tokens to improve the reliability of multi-step, handoff-heavy tasks for…

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cs.CRRecentMay 2, 2026

Ghost in the Context: Measuring Policy-Carriage Failures in Decision-Time Assembly

Igor Santos-Grueiro

The paper identifies and measures a critical failure mode where LLM agents violate policies by losing or corrupting directive-bearing state during the process of assembling the decision context, and p…

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cs.CRcs.SERecentMar 18, 2026

Guardrails as Infrastructure: Policy-First Control for Tool-Orchestrated Workflows

Akshey Sigdel, Rista Baral

The paper introduces Policy-First Tooling, a model-agnostic permission layer that significantly enhances the safety and reliability of tool-orchestrated AI workflows by enforcing explicit constraints…

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cs.CLcs.LGcs.SEEmpiricalRecentJul 9, 2026

Tool-Making and Self-Evolving LLM Agents in Low-Latency Systems

Kalle Kujanpää, Ning Liu, Shahnawaz Alam, Yeshwanth Reddy Sura +3 more

The paper presents a tool-making pipeline for production LLM agents that compiles repeated steps into validated, versioned tools before deployment, reducing latency and error rate.

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cs.CLcs.SEEmpiricalRecentJul 20, 2026

VEHBench: A Stage-Local Diagnostic Benchmark for LLM-Assisted Vibration Energy Harvester Design

Depeng Su, Yuyu Luo, Guobiao Hu

The paper introduces VEHBench, an engineering-native diagnostic benchmark for LLM-assisted VEH design, featuring 763 literature-grounded tasks.

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cs.CRcs.AIRecentApr 27, 2026

AgentWard: A Lifecycle Security Architecture for Autonomous AI Agents

Yixiang Zhang, Xinhao Deng, Jiaqing Wu, Yue Xiao +2 more

The paper introduces AgentWard, a lifecycle-oriented, defense-in-depth architecture designed to systematically secure autonomous AI agents by protecting them across all stages of their operation.

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cs.CVEmpiricalRecentJul 2, 2026

WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory

Hanlin Wang, Hao Ouyang, Qiuyu Wang, Wen Wang +9 more

The paper introduces WorldDirector, a framework for creating controllable video worlds with persistent dynamic object memory and exact visual identities.

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cs.ROEmpiricalRecentJul 17, 2026

Let the Body Follow: Coupled Egocentric Control for Whole-Body Robot Teleoperation

Tsung-Chi Lin, Yichen Xie, Chien-Ming Huang

This paper proposes coupled egocentric control, a body-following teleoperation approach for whole-body robot control, improving efficiency, reducing effort, and increasing ease of use.

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cs.MAcs.AISurveyRecentJun 29, 2026

Always-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents

Tianyu Ding, Aditya Nannapaneni, Bingfan Liu, Ling Zhang

This paper introduces the Always-On Evaluation Protocol (AOEP-v0) for evaluating always-on agents by focusing on state mutation and recovery obligations.

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cs.AIcs.PLcs.SETheoreticalRecentJul 9, 2026

Workflow as Knowledge: Semantic Persistence for LLM-Mediated Workflows

Emanuele Quinto, Carlo Andrea Rozzi, Francesco Zanitti

This paper proposes a conceptual model for large language model workflows, represented as persistent knowledge objects with a distinction between deterministic computation and mediated judgment.

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