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AWS’ Bukovec on Hot Data, Tiering and Gen-AI
Tech Disruptors
Emphasizing Transparency in AI Models and Data
Transparency in AI architectures is crucial for customers using AWS, as it ensures that the enterprise AI security model is integrated throughout the system. Model cards provide insights into the tasks a model excels at and its training techniques, including security measures to protect sensitive AI infrastructure components like weights. There's a trend towards data cards in open-source models, emphasizing transparency about the data used for training and the datasets involved, which is a positive direction for the industry.
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