{"type": "article", "title": "Polestar: Drift-Aware Cache Calibration and Token Commitment for Efficient Inference of Diffusion LLMs", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/polestar-drift-aware-cache-calibration-and-token-commitment-for-efficient-of", "original_source": "https://arxiv.org/abs/2607.14107", "published": "2026-07-17T04:00:00+00:00", "accessed": "2026-07-17", "id": "polestar-drift-aware-cache-calibration-and-token-commitment-for-efficient-of"}