{"slug": "infrathon-benchmarking-language-agents-for-real-world-long-horizon-ai-infra", "title": "Infrathon: Benchmarking Language Agents for Real-World, Long-Horizon AI Infra Optimization", "summary": "Researchers introduced Infrathon, a benchmark of diverse, long-horizon AI infrastructure optimization tasks spanning multiple levels, to test whether frontier agents can continually improve real-world AI infrastructure over extended periods. The team evaluated six models across 150 runs, each with a 24-hour budget.", "body_md": "In this work, we study whether frontier agent can continually improve real-world AI infrastructure over long horizons. We introduce Infrathon, a benchmark of diverse, long-horizon AI infrastructure optimization tasks across different levels. We evaluate six models across 150 runs with 24-hour budget", "url": "https://wpnews.pro/news/infrathon-benchmarking-language-agents-for-real-world-long-horizon-ai-infra", "canonical_source": "https://aiflash.com/news/149535/", "published_at": "2026-11-11 00:00:05+00:00", "updated_at": "2026-11-11 00:22:04.289712+00:00", "lang": "en", "topics": ["ai-research", "ai-agents", "ai-infrastructure", "artificial-intelligence"], "entities": ["Infrathon"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/infrathon-benchmarking-language-agents-for-real-world-long-horizon-ai-infra", "markdown": "https://wpnews.pro/news/infrathon-benchmarking-language-agents-for-real-world-long-horizon-ai-infra.md", "text": "https://wpnews.pro/news/infrathon-benchmarking-language-agents-for-real-world-long-horizon-ai-infra.txt", "jsonld": "https://wpnews.pro/news/infrathon-benchmarking-language-agents-for-real-world-long-horizon-ai-infra.jsonld"}}