agent/papers/items/2026-2606-09071-reflect-intervention-supported-error-attribution-for-silent-failures-in-llm-agen.md

Paper: REFLECT: Intervention-Supported Error Attribution for Silent Failures in LLM Agent Traces

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type: paper title: "REFLECT: Intervention-Supported Error Attribution for Silent Failures in LLM Agent Traces" authors: Xiaofeng Lin, Yingxu Wang, Tung Sum Thomas Kwok, Daniel Guo, Sahil Arun Nale, Charles Fleming, Guang Cheng year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.09071 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-08 updated_at: 2026-06-08 status: queued relevance: high topics:

• agent-evaluation
• planning
• reasoning
• tool-use methods:

benchmarks:

models:

datasets:

• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 15 collection_queries: planning-agent

One-line Takeaway

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

Why Collected

• matched queries: planning-agent
• inferred topics: agent-evaluation, planning, reasoning, 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/2606.09071