Paper: Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure

type: paper title: Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure authors: Guijia Zhang, Harry Yang year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.04334 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-07-05 updated_at: 2026-07-05 status: queued relevance: high topics:

agent-evaluation
computer-use
rag
tool-use methods:

benchmarks:

models:

datasets:

cs.AI related_concepts:

related_jobs:

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related_projects:

collection_score: 13 collection_queries: web-gui-agent

One-line Takeaway

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

Why Collected

matched queries: web-gui-agent
inferred topics: agent-evaluation, computer-use, rag, tool-use
arXiv categories: cs.AI
collection score: 13

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?

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