Why AI Needs Memory

In the 1980s, supercomputers captured the imagination. They could model nuclear reactions or simulate the weather—but only if paired with storage. Without disks to hold results, every run would vanish, forcing scientists to start over. Compute without storage was raw...

AI Memory, The Next Frontier

Over the last two years, the AI conversation has been dominated by models and compute. Bigger models, faster GPUs, cheaper inference. Necessary—but not sufficient. If we want AI that is genuinely useful at work and trustworthy in the enterprise, we need to confront...

How a Machine Learning Expert thinks about RAG vs Fine-tuning

Since OpenAI introduced ChatGPT in December 2022, the world has been swept up in the wave of Generative AI. Enterprises are now actively exploring how to leverage AI to increase productivity, streamline operations, and gain a competitive edge in an increasingly...

What Does DeepSeek Mean for Enterprise AI?

Since OpenAI introduced ChatGPT in December 2022, the world has been swept up in the wave of Generative AI. Enterprises are now actively exploring how to leverage AI to increase productivity, streamline operations, and gain a competitive edge in an increasingly...