agent/papers/items/2026-2607-06001-information-limits-and-attractor-dynamics-in-economies-of-frontier-llm-agents-a-.md

Paper: Information Limits and Attractor Dynamics in Economies of Frontier LLM Agents: A Pre-Registered Test

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type: paper title: "Information Limits and Attractor Dynamics in Economies of Frontier LLM Agents: A Pre-Registered Test" authors: Cheng Qian year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.06001 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-07-07 updated_at: 2026-07-07 status: queued relevance: high topics:

• agent-safety
• multi-agent
• reasoning
• tool-use methods:

benchmarks:

models:

datasets:

• cs.AI
• cs.MA related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 16 collection_queries: llm-agent, multi-agent-llm

One-line Takeaway

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

Why Collected

• matched queries: llm-agent, multi-agent-llm
• inferred topics: agent-safety, multi-agent, reasoning, tool-use
• arXiv categories: cs.AI, cs.MA
• collection score: 16

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/2607.06001