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arxiv_agent_systems_research · Nov 5, 2026 · paper

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The Intrusion Pathway: How Non-Evidential Context Degrades Language Model Performance

arxiv.orgNov 5, 2026
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In brief

Language models lose accuracy when a prompt contains non-evidential context: irrelevant statements from unrelated domains, or random off-distribution tokens, with no competing answer and no semantic overlap with the q...

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