Author

A. Siddique

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#artificial intelligence Preprint Sep 2026

On Device Agentic Operation Caches -- Classifier-Centric NL-to-Action Generation

This paper introduces a novel means of converting the NL-to-Action problem from a generative one into a classification-centric formulation via on-device operation caches via on-device operation caches that allow an agentic system to handle frequently occurring classes of actions completely on-device -- reducing latency...

Moghis Fereidouni, A. Arnold, Sumit Gulwani et al. · 0 citations

#natural language process... Preprint Sep 2026

GAPS: Dimension-Level Gates for Conditional Activation Steering

Activation steering suppresses undesired behaviors in language models by adding a steering vector to the hidden state during generation. Recent conditional methods such as CAST and DSAS improve the behavior-capability trade-off by deciding when to intervene, but once active, they apply the full dense vector to all hidd...

Moghis Fereidouni, Muhammad Umair Haider, Hassan Sajjad et al. · 0 citations