AINeutralarXiv – CS AI · 6h ago6/10
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The Case for Model Science: Verify, Explore, Steer, Refine
Researchers propose 'Model Science,' a systematic discipline for understanding AI models beyond traditional benchmarking. The framework consolidates analysis around four functional perspectives—Verify, Explore, Steer, and Refine—and emphasizes deep study of individual models rather than population-level comparisons, drawing lessons from established sciences like neuroscience and medicine.