<ul data-eligibleForWebStory="false">A study found that pretraining data frequency is predictive of 'zero-shot' performance in AI models.Experiments showed a trend where higher pretraining data frequency led to better performance in zero-shot scenarios.The study also explored stress-testing the concept frequency-performance trend and found it to hold across various scenarios.Additional insights and analyses were provided regarding the relationship between pretraining concept frequencies and model performance.