The agentic launches that stayed with me last week had nothing to do with how capable a model is. They were about reach. AWS Step Functions, which already orchestrates over 220 AWS services, can now be handed to an agent as a tool, so…
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…

Google has introduced the LiteRT Tensor API, a lightweight C++ API that allows developers to build, customize, and optimize machine learning models directly for on-device execution. According to Google, it combines the flexibility of…