For AI developers and industry leaders, effectively leveraging public data can be the difference between breakthrough innovation and costly underperformance. Topics Cloud Computing ...

"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.

Quality datasets are crucial for AI training, but the need to protect real-world data can slow development and implementation. By Bryn Davies, CEO, InfoBluePrint.Johannesburg, 18 Jun 2025Bryn Davies, ...

Training data and testing data must be drawn from the same time period. Training data from one time period and testing data from another time period can lead to misleading results, since the data ...

• Strong security measures for training data; and, • Continuous monitoring of AI systems for data leakage. Looking ahead to 2025 and beyond, staying prepared for regulatory shifts will be ...