While contemporary AI achieves impressive feats, crafting human-like prose, recognizing complex patterns and mastering games, it obscures a fundamental limitation.

Graphics processing units have become much more prominent in recent years because of their ability to perform the complex calculations on large data sets that underpin modern artificial intelligence ...

DPUs work with CPUs and GPUs to enhance computing power and the handling of increasingly complex modern data workloads. The Data Processing Unit (DPU) is a relatively new component to the AI server ...

Apache Arrow defines an in-memory columnar data format that accelerates processing on modern CPU and GPU hardware, and enables lightning-fast data access between systems.

Eventual built a Python-native open source data processing engine, known as Daft, that is designed to work quickly across different modalities from text to audio and video, and more.