{"type": "article", "title": "Asymmetric Capacity Allocation in Self-Refinement Pipelines", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/asymmetric-capacity-allocation-in-self-refinement-pipelines", "original_source": "https://www.machinebrief.com/news/asymmetric-capacity-allocation-in-self-refinement-pipelines-pjy7", "published": "2026-08-24T04:00:00+00:00", "accessed": "2026-08-24", "id": "asymmetric-capacity-allocation-in-self-refinement-pipelines"}