Kubernetes and AI

AI is the hottest trend right now. Large language models (LLMs) and Generative Pre-trained Transforms (GPT) surprised most professionals with their capabilities. The release of ChatGPT 3.5 by OpenAI was a watershed moment. AI suddenly excels in areas that were considered strongholds of human intelligence, such as creative writing, painting, understanding, answering nuanced questions, and, of course, coding. My perspective is that advanced AI is the solution to the big data problem. We learned to collect a lot of data, but analyzing and extracting insights from the data is a difficult and labor-intensive process. AI seems like the right technology to digest all the data and automatically understand, summarize, and organize it into a useful form to be used by humans and other systems (most likely AI-based systems).

Let’s see why Kubernetes is such a great fit for AI workloads.

Kubernetes and AI synergy

Modern AI is all about deep learning networks...