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Machine learning’s impact on technology is significant, but it’s crucial to acknowledge the common issues of insufficient training and testing data.
"DataSAIL" automatically sorts training and test data so that they differ as much as possible from each other, allowing for the evaluation of whether AI models work reliably with different data.
Where real data is unethical, unavailable, or doesn’t exist, synthetic data sets can provide the needed quantity and variety.
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