Kowshik Thopalli
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126
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NLP×1AI×1
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2026
The Fragility of Chain-of-Thought Monitoring Across Typologically Diverse Languages
This study demonstrates that Chain-of-Thought (CoT) monitoring is fundamentally fragile and unreliable for detecting misaligned behavior across typologically diverse languages, especially in low-resource settings.
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Papers
cs.CLcs.AIRecentMay 27, 2026
The Fragility of Chain-of-Thought Monitoring Across Typologically Diverse Languages
Eric Onyame, Runtao Zhou, Kowshik Thopalli, Bhavya Kailkhura +1 more
This study demonstrates that Chain-of-Thought (CoT) monitoring is fundamentally fragile and unreliable for detecting misaligned behavior across typologically diverse languages, especially in low-resou…
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