Multi-Head Latent Control: A Unified Interface for LLM Agent Decision Making

Amirhosein Ghasemabadi, Ruichen Chen, Bahador Rashidi +1

The paper proposes Multi-Head Latent Control, a lightweight add‑on that reads hidden‑state trajectories from a frozen LLM or VLM to decide whether to continue reasoning, defer to a…