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    <loc>https://hackobar.com/item/arxiv-when-shared-rollouts-fail-in-defensive-driving-evaluation-a--7200</loc>
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      <news:title>NAVSIM Scoring Vulnerable to Shared Rollout Failures in Driving Evaluation</news:title>
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  <url>
    <loc>https://hackobar.com/item/arxiv-when-memory-lies-an-empirical-study-of-spatial-memory-stalen-44f0</loc>
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      <news:title>VLM Agents Struggle with Visual Grounding in Stale Spatial Memory</news:title>
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    <loc>https://hackobar.com/item/arxiv-coplan-a-trustworthy-co-intelligence-interface-for-care-plan-9cd6</loc>
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      <news:publication_date>2026-08-06</news:publication_date>
      <news:title>CoPlan Interface Uses Multi-Agent Argument Graphs for Care Planning</news:title>
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    <loc>https://hackobar.com/item/arxiv-skill-use-can-llms-actually-use-skills-in-agentic-harnesses-6e6f</loc>
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      <news:title>Skill-Use Benchmark Measures Agentic Tool Compliance and Triggering</news:title>
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