agent/papers/items/2025-2510-21524-eu-agent-bench-measuring-illegal-behavior-of-llm-agents-under-eu-law.md

Paper: EU-Agent-Bench: Measuring Illegal Behavior of LLM Agents Under EU Law

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type: paper title: "EU-Agent-Bench: Measuring Illegal Behavior of LLM Agents Under EU Law" authors: Ilija Lichkovski, Alexander Müller, Mariam Ibrahim, Tiwai Mhundwa year: 2025 venue: arXiv url: https://arxiv.org/abs/2510.21524 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2025-10-24 updated_at: 2025-10-24 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• rag
• tool-use methods:

benchmarks:

models:

datasets:

• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 16 collection_queries: function-calling

One-line Takeaway

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

Why Collected

• matched queries: function-calling
• inferred topics: agent-evaluation, agent-safety, rag, tool-use
• arXiv categories: cs.AI
• 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/2510.21524