works on
jacobian analysis 1large language models 1model robustness 1quantization 1safety evaluation 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CR2026

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

Roman Prosvirnin, Victor Minchenkov, Alexey Soldatov +2

The paper introduces JADR, a protocol that examines a language model's internal Jacobian representations (J-space) to assess danger recognition before any response is generated, en…