agent/papers/items/2026-2604-16706-evaluating-tool-using-language-agents-judge-reliability-propagation-cascades-and.md

Paper: Evaluating Tool-Using Language Agents: Judge Reliability, Propagation Cascades, and Runtime Mitigation in AgentProp-Bench

---

type: paper title: "Evaluating Tool-Using Language Agents: Judge Reliability, Propagation Cascades, and Runtime Mitigation in AgentProp-Bench" authors: Bhaskar Gurram year: 2026 venue: arXiv url: https://arxiv.org/abs/2604.16706 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-04-17 updated_at: 2026-04-17 status: queued relevance: high topics:

• agent-evaluation
• tool-use methods:

benchmarks:

models:

datasets:

• cs.AI
• cs.CL
• cs.MA related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 14 collection_queries: language-agent

One-line Takeaway

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

Why Collected

• matched queries: language-agent
• inferred topics: agent-evaluation, tool-use
• arXiv categories: cs.AI, cs.CL, cs.MA
• collection score: 14

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/2604.16706