Efficient LLM Moderation publication cover

Efficient LLM Moderation with Multi-Layer Latent Prototype

Maciej Chrabąszcz, Filip Szatkowski, Bartosz Wójcik, Jan Dubiński, Tomasz Trzciński, Sebastian Cygert

ICML 2026
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Reliability Gap publication cover

The Reliability Gap in Benchmark Auditing: Distribution Shift and Scale as Failure Modes of Contamination Detection

Wojciech Zarzecki, Jan Dubiński, Sebastian Cygert

ECML 2026
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Internal Monologue publication cover

Monitoring the Internal Monologue: Probe Trajectories Reveal Reasoning Dynamics

Maciej Chrabąszcz, Aleksander Szymczyk, Marcin Sendera, Tomasz Trzciński, Sebastian Cygert

arXiv Preprint
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Jailbreaking VLM publication cover

Jailbreaking Vision-Language Models Through the Visual Modality

Aharon Azulay, Jan Dubiński, Zhuoyun Li, Atharv Mittal, Yossi Gandelsman

ICML 2026
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Activation Transport publication cover

Conditioned Activation Transport for T2I Safety Steering

Maciej Chrabąszcz, Aleksander Szymczyk, Jan Dubiński, Tomasz Trzciński, Franziska Boenisch, Adam Dziedzic

arXiv Preprint
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