# Amazon Nova Model Evaluation in SageMaker AI — Comprehensive Guide This blog post introduces the new [Amazon Nova model evaluation](https://docs.aws.amazon.com/sagemaker/latest/dg/nova-model-evaluation.html) features in [Amazon SageMaker AI](https://aws.amazon.com/sagemaker/ai/). The release adds support for: - **Custom metrics** - **LLM-based
Linkerd Adds Native MCP Support — First in Service Mesh for AI Agent Traffic Buoyant, the company behind the open-source Linkerd service mesh, has announced native support for the Model Context Protocol (MCP). This makes Linkerd the first service mesh to natively manage, secure, and observe agentic AI traffic in Kubernetes
📌 This Week's Highlights > Key Updates: > - Vercel details how they built the v0 iOS app with React Native & Expo > - Ant Design v6.0 launches with React 19 compatibility > - React v19.2 pushes asynchronous programming across the board > - Cedar — a
TCDiff++: Breaking Barriers in Multi-Person AI Dance Generation --- Overview Xin Zhiyuan Report When the metaverse’s digital humans need advanced “group dance skills,” traditional music-driven generation technologies hit serious bottlenecks: * Dancer collisions * Stiff, unnatural movements * Failures in long-sequence choreography Researchers from NUST, Tsinghua University, and Nanjing University have jointly
📢 NeurIPS 2025 — Best Paper & Test of Time Awards Announced This year’s awards spotlight groundbreaking research in diffusion model theory, self-supervised reinforcement learning, LLM attention mechanisms, reasoning capabilities of LLMs, online learning theory, neural scaling laws, and benchmarking diversity in language models. --- 🏆 Award Highlights * 4 Best Paper winners
Introduction This post was written with Lokesha Thimmegowda, Muppirala Venkata Krishna Kumar, and Maraka Vishwadev of CBRE. CBRE is the world’s largest commercial real estate services and investment firm, serving clients in over 100 countries. Its services span capital markets, leasing advisory, investment management, project management, and facilities management.
# In the ToG Market, What Kind of Products Sell Best? The **ToG (to-government)** market is often shrouded in uncertainty. Many companies venture forward through the mist, chasing the elusive recipe for success. Despite the flood of new offerings, few products truly achieve outstanding sales. So — what *exactly* makes a ToG
Introduction Mobileye is driving the global shift toward smarter, safer mobility by combining pioneering AI with deep real-world experience. A key component of Mobileye’s ecosystem is Road Experience Management™ (REM™) — a system that creates and maintains crowdsourced high-definition (HD) maps. REM™ HD maps are critical for: * Precise vehicle localization
🎉 Blades v0.3.0 Release Blades v0.3.0 is now available — feel free to try it! 🔗 Release Notes --- Understanding Agents (Intelligent Entities) An Agent in AI and software development does not have a single, strict definition. Vendors, open-source communities, and academia may describe it differently, but typically, an
AlphaFold: AI Smashes a 50-Year Protein Structure Puzzle Xinzhiyuan Report [Xinzhiyuan Lead] — AI has compressed a decades-long challenge into minutes: AlphaFold is now used by 3.3 million researchers worldwide. In Turkey, two undergraduates have harnessed this free tool to complete 15 structural studies, dismantling barriers to entry in science.
**Editor's Note:** We regularly select high‑quality articles from Matrix to showcase genuine user experiences and perspectives. The opinions expressed in this article are solely those of the author. The title and formatting have been slightly modified. --- ## Overview Feiniu has been running for over a year now.
Tencent’s Hunyuan 3D: Accelerating Global AI Expansion China’s AI models are expanding rapidly abroad — and Tencent’s Hunyuan 3D has already brought the world into an immersive, three-dimensional universe. On November 26, Tencent launched the international version of the Hunyuan 3D Creation Engine, with its API available on