{"type": "article", "title": "Not All Errors Are Equal: Consequence-Aware Reasoning Compute Allocation", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/not-all-errors-are-equal-consequence-aware-reasoning-compute-allocation", "original_source": "https://arxiv.org/abs/2606.04402", "published": "2026-06-04T04:00:00+00:00", "accessed": "2026-06-04", "id": "not-all-errors-are-equal-consequence-aware-reasoning-compute-allocation"}