Linode Blog > Vineeth Varughese

At the heart of many modern AI applications are large generative models like large language models (LLMs) or image generation models. These models are trained on enormous amounts of data and can contain billions of parameters. Generative AI (GenAI) has been a transformational technology, excelling in generating content like text, images, code, audio, and video. […]

As AI models continue to evolve into operational cornerstones for enterprises, real-time inference has emerged as a critical engine driving this transformation. The demand for instantaneous, decision-ready AI insights is surging, with AI agents – rapidly becoming the vanguard of inference – poised for explosive adoption. Industry forecasts suggest a tipping point, with over half […]

Legacy cloud platforms have proved invaluable in training AI models with vast volumes of data. But as organizations want to further scale and optimize AI applications, legacy platforms are quickly showing their limitations.  In a Forrester study commissioned by Akamai, we uncovered the issues that IT leaders and developers are experiencing with legacy cloud platforms. […]