{"type": "article", "title": "Stop When Further Reasoning Won't Help: Attention-State Adaptive Generation in Reasoning Models", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/stop-when-further-reasoning-won-t-help-attention-state-adaptive-generation-in", "original_source": "https://arxiv.org/abs/2606.15070", "published": "2026-06-16T04:00:00+00:00", "accessed": "2026-06-16", "id": "stop-when-further-reasoning-won-t-help-attention-state-adaptive-generation-in"}