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Carson CONCEPTION Rodrigues

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#small language model Open access Sep 2026

The Look of a Lie: Chart-Deception Probes on Vision-Language Model Activations Read Distortion Geometry and Are Mechanism-Bound

Deception probes on language models answer a binary question: is this response deceptive? Charts allow a graded one, because a chart rendered from its own distortion parameters has an exact Tufte Lie Factor. We render 1,685 charts from real statistical series under parameterised distortions and train linear probes on t...

Carson CONCEPTION Rodrigues · 0 citations
#small language model Open access Sep 2026

The Look of a Lie: Chart-Deception Probes on Vision-Language Model Activations Read Distortion Geometry and Are Mechanism-Bound

Deception probes on language models answer a binary question: is this response deceptive? Charts allow a graded one, because a chart rendered from its own distortion parameters has an exact Tufte Lie Factor. We render 1,685 charts from real statistical series under parameterised distortions and train linear probes on t...

Carson CONCEPTION Rodrigues · 0 citations

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