agent/papers/items/2026-2606-21123-a-multi-agent-audit-framework-for-high-stakes-reasoning-evaluation-and-interpret.md

Paper: A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening

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type: paper title: "A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening" authors: Jingchen Ye, Yanpei Yu, Luyao Zhang year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.21123 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-19 updated_at: 2026-06-19 status: queued relevance: high topics:

• agent-evaluation
• multi-agent
• rag
• reasoning
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.CL related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 18 collection_queries: rag-agent

One-line Takeaway

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

Why Collected

• matched queries: rag-agent
• inferred topics: agent-evaluation, multi-agent, rag, reasoning, workflow-agent
• arXiv categories: cs.CL
• collection score: 18

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/2606.21123