agent/papers/items/2026-2605-24219-beyond-final-answers-auditing-trajectory-level-hallucinations-in-multi-agent-ind.md

Paper: Beyond Final Answers: Auditing Trajectory-Level Hallucinations in Multi-Agent Industrial Workflows

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type: paper title: "Beyond Final Answers: Auditing Trajectory-Level Hallucinations in Multi-Agent Industrial Workflows" authors: Harshada Badave, Santosh Borse, Andrea Gomez, Harshitha Narahari, Sara Carter, Vishwa Bhatt, Aishani Rachakonda, Shuxin Lin, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2605.24219 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-05-22 updated_at: 2026-05-26 status: queued relevance: high topics:

• agent-evaluation
• multi-agent
• tool-use
• workflow-agent methods:

benchmarks:

models:

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• cs.AI related_concepts:

related_jobs:

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related_projects:

collection_score: 17 collection_queries: autonomous-agent-llm

One-line Takeaway

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

Why Collected

• matched queries: autonomous-agent-llm
• inferred topics: agent-evaluation, multi-agent, tool-use, workflow-agent
• arXiv categories: cs.AI
• collection score: 17

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/2605.24219