{"type": "article", "title": "Sampling Luck Masquerades as Allocation Gain: Auditing Test-Time Budget Allocation for Neural Combinatorial Optimization", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/sampling-luck-masquerades-as-allocation-gain-auditing-test-time-budget-for", "original_source": "https://www.machinebrief.com/news/sampling-luck-masquerades-as-allocation-gain-auditing-test-t-6zpq", "published": "2026-08-14T04:00:00+00:00", "accessed": "2026-08-14", "id": "sampling-luck-masquerades-as-allocation-gain-auditing-test-time-budget-for"}