{"type": "article", "title": "CogniConsole: Externalizing Inference-Time Control as a Formal Abstraction for Reliable LLM Interactions", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/cogniconsole-externalizing-inference-time-control-as-a-formal-abstraction-for", "original_source": "https://arxiv.org/abs/2607.08774", "published": "2026-07-13T04:00:00+00:00", "accessed": "2026-07-14", "id": "cogniconsole-externalizing-inference-time-control-as-a-formal-abstraction-for"}