Author

Eduardo Pignatelli

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#machine learning Preprint Oct 2026

LS-AR: Future-Predictive Latent Steering in Autoregressive LLMs

Standard autoregressive (AR) models process high-level task instructions, state history, and transient tokens within a single shared sequence of tokens. Consequently, they lack the architectural mechanisms needed to isolate macro-objectives from context noise. To overcome this single-channel limitation, we introduce La...

Anubha Gupta, Eduardo Pignatelli · 0 citations