AI inference just plays by different rules
PARTNER CONTENT Nvidia CEO Jensen Huang recently declared that we are entering the era of "AI factories," where the primary output of the global tech economy isn't software, it's intelligence. He's right. But while the world is obsessing over GPU clusters and trillion-parameter models, a massive, silent crisis is brewing further down the stack in your AWS, Azure and Google Cloud environments.
AI agents are coming for your data infrastructure. And they are going to overwhelm your underlying storage and data access layers.
We are standing at the edge of an AI Data Tsunami. The shift from simple chatbots to autonomous, multi-step AI agents means that inference is no longer a stateless, compute-only problem. It is a massive, unpredictable, and unprecedented data problem. Underlying data infrastructure built for human-speed applications will be unprepared for what happens next.
Here is the brutal truth about moving AI from a cute proof-of-concept...
Copyright of this story solely belongs to theregister.com. To see the full text click HERE
