With support from the Accelerating Foundation Models Research (AFMR) grant program, a team of researchers from Microsoft and collaborating institutions has developed an approach to evaluate AI models that predicts how they will perform on unfamiliar tasks and explain why, something current benchmarks struggle to do.
In the paper, “General Scales Unlock AI Evaluation with Explanatory and Predictive Power,” they introduce a methodology that goes beyond measuring overall…
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https://www.microsoft.com/en-us/research/blog/predicting-and-explaining-ai-model-performance-a-new-approach-to-evaluation/
