Something interesting just happened in China’s AI scene, and it didn’t come with fireworks or chest-thumping press conferences. Instead, it arrived almost casually – which somehow makes it more impressive. Zhipu AI, a well-known Chinese artificial intelligence company, says it has trained a cutting-edge image generation model entirely on Huawei’s homegrown chips. No Nvidia GPUs….
Google is slowly, definitely altering the way online shopping may look like tomorrow. Rather than simply entering keywords in a search bar and wading endlessly, the company is introducing new shopping agents powered by artificial intelligence that it hopes will work on behalf of retailers and consumers. On paper, the idea is simple: Let AI do all…
Algorithms & Theory
Transformers use attention and Mixture-of-Experts to scale computation, but they still lack a native way to perform knowledge lookup. They re-compute the same local patterns again and again, which wastes depth and FLOPs. DeepSeek’s new Engram module targets exactly this gap by adding a conditional memory axis that works alongside MoE rather than replacing it….
In this tutorial, we build a clean, advanced demonstration of modern MCP design by focusing on three core ideas: stateless communication, strict SDK-level validation, and asynchronous, long-running operations. We implement a minimal MCP-like protocol using structured envelopes, signed requests, and Pydantic-validated tools to show how agents and services can interact safely without relying on persistent…
Google Research has expanded its Health AI Developer Foundations program (HAI-DEF) with the release of MedGemma-1.5. The model is released as open starting points for developers who want to build medical imaging, text and speech systems and then adapt them to local workflows and regulations. https://research.google/blog/next-generation-medical-image-interpretation-with-medgemma-15-and-medical-speech-to-text-with-medasr/ MedGemma 1.5, small multimodal model for real clinical data…
Large language models have a memory problem. Sure, they can process thousands of tokens at once, but ask them about something from last week’s conversation, and they’re lost. Even worse? Try asking them why something happened, and watch them fumble through semantically similar but causally irrelevant information. This fundamental limitation has sparked a race to…
Anthropic has released Cowork, a new feature that runs agentic workflows on local files for non coding tasks currently available in research preview inside the Claude macOS desktop app. What Cowork Does At The File System Level Cowork currently runs as a dedicated mode in the Claude desktop app. When you start a Cowork session,…