{"slug": "or-license-evaluating-llm-agents-as-real-world-operations-research-practitioners", "title": "OR-License: Evaluating LLM Agents as Real-World Operations Research Practitioners", "summary": "A new benchmark, OR-License, evaluates whether large language model agents can produce expert-level operations research solutions directly from original client materials without prior expert reformulation. The work targets a gap in existing OR benchmarks, which typically start from self-contained descriptions or predefined optimization tasks rather than raw client inputs. The source provides no results, figures, or named authors for the benchmark.", "body_md": "Can large language model (LLM) agents deliver expert-level operations research (OR) solutions directly from original client materials, without prior expert reformulation? Existing OR benchmarks typically begin with self-contained descriptions or predefined optimization tasks, underrepresenting the t", "url": "https://wpnews.pro/news/or-license-evaluating-llm-agents-as-real-world-operations-research-practitioners", "canonical_source": "https://aiflash.com/news/135774/", "published_at": "2026-10-20 03:30:02+00:00", "updated_at": "2026-10-20 03:46:04.617291+00:00", "lang": "en", "topics": ["artificial-intelligence", "large-language-models", "ai-agents", "ai-research"], "entities": ["OR-License"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/or-license-evaluating-llm-agents-as-real-world-operations-research-practitioners", "markdown": "https://wpnews.pro/news/or-license-evaluating-llm-agents-as-real-world-operations-research-practitioners.md", "text": "https://wpnews.pro/news/or-license-evaluating-llm-agents-as-real-world-operations-research-practitioners.txt", "jsonld": "https://wpnews.pro/news/or-license-evaluating-llm-agents-as-real-world-operations-research-practitioners.jsonld"}}