data can be defined consistently and delivered reliably. Figure 1: Centralized model for data & analytics management In practice, however, there’s a few big problems with this approach.

As artificial intelligence (AI) usage and sophistication grows, questions about the sustainability of the traditional model ...

Learn how NATIX's decentralized AI infrastructure empowers smart cities via real-world data, rewarding contributors with ...

A shift to centralized, scalable data platforms that provide leadership ... What began as a data standardization effort quickly evolved into a model for how global enterprises can integrate ...

Open data sources often rely, however, on centralized infrastructure ... any random network support or inference from their trained model. On the contrary, decentralized node runners can support ...

In a decentralized model, at most the ISP can gather data on the net. In the current centralized model, since the data is made to pass through certain points, anyone with authority can scan the data.