NVIDIA GTC Said AI Data Is a River, Not a Lake – Here’s What That Means for Your Data Pipeline

Most enterprise AI teams are solving the wrong problem first. They’re optimizing storage speed for data that was never safe or ready to use. At NVIDIA GTC 2026, Jacob Liberman, NVIDIA’s Director of Enterprise Product, put it plainly: “People talk about data as a lake, but it’s more like a river. It’s flowing, it’s changing – constantly changing. So the first time you prepare your data is not…