{"type": "article", "title": "Where Does Harness-Optimization Value Live? Localized Gains and the Budget-Splitting Trap in Self-Evolving LLM Agents", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/where-does-harness-optimization-value-live-localized-gains-and-the-budget-trap", "original_source": "https://arxiv.org/abs/2609.02889", "published": "2026-09-04T04:00:00+00:00", "accessed": "2026-09-04", "id": "where-does-harness-optimization-value-live-localized-gains-and-the-budget-trap"}