We are excited to announce the public preview of Automated Embedding in MongoDB Vector Search (available in Public Preview in MongoDB Community Edition), a groundbreaking feature designed to make building sophisticated, AI-powered…

Docker has published a guide to five security risks that arise when AI agents are allowed to browse, run code and call tools with limited human oversight. They argue that the autonomy that makes agents useful also makes conventional…
Generative AI is rapidly evolving from experimenting with models to relying on intelligent, autonomous multi-agent workflows that can reason, act, and adapt in real time. Together, Microsoft and MongoDB are defining the future of AI by…
At MongoDB Research, we’re exploring how to make cutting‑edge AI models smaller, faster, and more flexible. In this blog post, we present LEAF (Lightweight Embedding Alignment Framework), a new knowledge distillation framework for text…