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Elorian launched Glimpse, its first visual reasoning model, and co-released the DecoyCount benchmark with Mercor to test whether models genuinely count objects or rely on shortcuts. Frontier models scored below 50% accur...
AWS and Property Finder describe how 96.8% of evaluation labels had been inherited from the incumbent model, biasing comparisons against alternatives. They built expert-annotated ground truth and used iterative prompt op...
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