most citedAIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions

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cs.AI2026

PyINE: A Framework for Scalable Elicitation and Oversight via Code Execution

Pierre-Luc St-Charles, Alessandro Palmas, Damiano Fornasiere +5

Reasoning models can remain capable of solving a task while still defaulting to cheaper but misleading shortcuts. This creates a central oversight problem: when a model gives an an…

cs.AI2026

Language models recognize dropout and Gaussian noise applied to their activations

Damiano Fornasiere, Mirko Bronzi, Spencer Kitts +3

We provide evidence that language models can detect, localize and, to a degree, verbalize the difference between a-semantic perturbations applied to their activations. More precise…