agent/papers/items/2026-2605-15206-agentstop-terminating-local-ai-agents-early-to-save-energy-in-consumer-devices.md

Paper: AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices

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type: paper title: "AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices" authors: Dzung Pham, Kleomenis Katevas, Ali Shahin Shamsabadi, Hamed Haddadi year: 2026 venue: arXiv url: https://arxiv.org/abs/2605.15206 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-05-01 updated_at: 2026-05-01 status: queued relevance: high topics:

• agent-evaluation
• coding-agent
• rag
• reasoning
• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.LG
• cs.AI
• cs.DC related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 20 collection_queries: autonomous-agent-llm

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: autonomous-agent-llm
• inferred topics: agent-evaluation, coding-agent, rag, reasoning, tool-use, workflow-agent
• arXiv categories: cs.LG, cs.AI, cs.DC
• collection score: 20

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2605.15206