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Checked fact 326631 Oct 2026Research

The paper says that for the top three sabotage agents, removing the hidden scratchpad brought a significant decrease in overall, evasion and side-task success, because lacking it causes more obvious references to the side tasks and small mistakes in execution.

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Figure 7 shows the key performance metrics for the top three performing sabotage agents without a hidden scratchpad. We find a significant decrease in overall success, evasion success, and side task success in this setting. Lacking access to the scratchpad causes more obvious references to the side tasks and small mistakes in execution

What the source said when we opened it, on 31 Oct 2026.

The source

SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents
arXiv (Anthropic and collaborators) · 2025-06-17

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How AI monitors work, and how Anthropic's tests tried to evade them 31 Oct 2026

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