agent/papers/items/2026-2605-18672-position-a-three-layer-probabilistic-assume-guarantee-architecture-is-structural.md

Paper: Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment

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type: paper title: "Position: A Three-Layer Probabilistic Assume-Guarantee Architecture Is Structurally Required for Safe LLM Agent Deployment" authors: S. Bensalem, Y. Dong, M. Franzle, X. Huang, J. Kroger, D. Nickovic, A. Nouri, R. Roy, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2605.18672 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-05-18 updated_at: 2026-05-18 status: queued relevance: high topics:

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

benchmarks:

models:

datasets:

• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 15 collection_queries: agent-safety

One-line Takeaway

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

Why Collected

• matched queries: agent-safety
• inferred topics: agent-safety, multi-agent, tool-use
• arXiv categories: cs.AI
• collection score: 15

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/2605.18672