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Beyond the benchmark: How an adaptive approach drives scientific discovery
Microsoft's Discovery Engine with CLIO scores 61.6–75.2% on Agent's Last Exam
Microsoft announced that its Discovery Engine with CLIO achieved scores of 61.6% in health and medicine, 75.2% in physical sciences, and 64.6% in life sciences on the Agent's Last Exam benchmark.
The system uses adaptive reasoning to explore multiple hypotheses and refine approaches.
Microsoft Discovery is available as an enterprise platform for agentic R&D.
From the source
On Agent’s Last Exam, a demanding evaluation of long-running, tool-using professional tasks, Microsoft Discovery Engine with CLIO (Cognitive Loop via In-Situ Optimization) achieved higher scores than the other agentic harnesses evaluated across three scientific domains: 61.6% in health and medicine, 75.2% in physical sciences, and 64.6% in life sciences.
azure.microsoft.com
