AI developers often struggle to understand the full potential of their advanced systems at first, necessitating a series of evaluations to reveal their capabilities.
Though AI systems now produce impressive scores on traditional tests, a new set of more challenging evaluations, like FrontierMath, provides deeper insights into their true progress.
OpenAI's o3 model scoring 25.2% on FrontierMath within a month of release highlights the rapid advancements in AI capabilities that existing evals failed to measure.
The rapid improvement of AI in evaluation scores necessitates tougher tests developed by experts to gauge real-world implications and potential risks associated with AI evolution.
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