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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Roman Prosvirnin

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Jul 2026

Silent Alarm: A J-Space Protocol for Comparing Danger Recognition Across Models and Quantization Levels

This work proposes JADR (Jacobian Assessment of Danger Recognition), a protocol that measures a model's internal representation through Jacobian space (J-space, a recently proposed workspace of verbalizable concepts) before the first response token is generated.

Roman Prosvirnin, V. Minchenkov, A. Soldatov et al. · 2 citations · ⚡1

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