Anthropic cited GDP.pdf and Riemann-bench in their Fable 5 and Mythos 5 release

Surge AI's evaluation benchmarks, GDP.pdf and Riemann-bench, are designed to assess advanced AI models on complex, domain-specific tasks that reflect real-world challenges and require expert-level reasoning. GDP.pdf focuses on professional multimodal reasoning over documents in diverse sectors like finance and healthcare, testing models' abilities to parse and synthesize intricate information, while Riemann-bench evaluates frontier mathematical reasoning with problems sourced from Ivy League academics. These benchmarks, cited in Anthropic's Fable 5 and Mythos 5 release, highlight the importance of expert-built evaluations in distinguishing genuinely improving models from those only excelling at saturated tests. As straightforward benchmarks become less informative, the ability to measure sophisticated, expert-graded capabilities becomes crucial for accurately assessing AI progress.

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