AIBullisharXiv – CS AI · 7h ago6/10
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Overcoming State Inertia in Full-Duplex Spoken Language Models via Activation Steering
Researchers identify and solve a critical limitation in full-duplex spoken language models: state inertia that causes them to miss user interruptions. Using activation steering without fine-tuning, they improve interruption comprehension from 28% to 45% correctness, demonstrating a training-free method to enhance real-time conversational AI.