agent/papers/items/2026-2605-22154-idlespec-exploiting-idle-time-via-speculative-planning-for-llm-agents.md

Paper: IdleSpec: Exploiting Idle Time via Speculative Planning for LLM Agents

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type: paper title: "IdleSpec: Exploiting Idle Time via Speculative Planning for LLM Agents" authors: Daewon Choi, Kyunghyun Park, Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Jinwoo Shin, Aram Galstyan year: 2026 venue: arXiv url: https://arxiv.org/abs/2605.22154 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-05-21 updated_at: 2026-05-21 status: queued relevance: high topics:

• agent-evaluation
• computer-use
• planning
• rag
• reasoning
• tool-use methods:

benchmarks:

models:

datasets:

• cs.AI related_concepts:

related_jobs:

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related_projects:

collection_score: 17 collection_queries: planning-agent

One-line Takeaway

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

Why Collected

• matched queries: planning-agent
• inferred topics: agent-evaluation, computer-use, planning, rag, reasoning, tool-use
• arXiv categories: cs.AI
• collection score: 17

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/2605.22154