Safely Deploying ML Models to Production: Four Controlled Strategies (A/B, Canary, Interleaved, Shadow Testing)
Source: MarkTechPost Deploying a new machine learning model to production is one of the most critical stages of...
A Coding Implementation to Build an Uncertainty-Aware LLM System with Confidence Estimation, Self-Evaluation, and Automatic Web Research
Source: MarkTechPost In this tutorial, we build an uncertainty-aware large language model system that not only generates answers...
NVIDIA Releases Nemotron-Cascade 2: An Open 30B MoE with 3B Active Parameters, Delivering Better Reasoning and Strong Agentic Capabilities
Source: MarkTechPost NVIDIA has announced the release of Nemotron-Cascade 2, an open-weight 30B Mixture-of-Experts (MoE) model with 3B...
A Coding Implementation Showcasing ClawTeam’s Multi-Agent Swarm Orchestration with OpenAI Function Calling
Source: MarkTechPost In this comprehensive tutorial, we present the core architecture of ClawTeam, an open-source Agent Swarm Intelligence...
Why Agents Fail: The Role of Seed Values and Temperature in Agentic Loops
Source: MachineLearningMastery.com In this article, you will learn how temperature and seed values influence failure modes in agentic...
What’s the right path for AI?
Source: MIT News – Artificial intelligence Who benefits from artificial intelligence? This basic question, which has been especially...
MIT and Hasso Plattner Institute establish collaborative hub for AI and creativity
Source: MIT News – Artificial intelligence The following is a joint announcement from the MIT School of Architecture...
LlamaIndex Releases LiteParse: A CLI and TypeScript-Native Library for Spatial PDF Parsing in AI Agent Workflows
Source: MarkTechPost In the current landscape of Retrieval-Augmented Generation (RAG), the primary bottleneck for developers is no longer...
Google Colab Now Has an Open-Source MCP (Model Context Protocol) Server: Use Colab Runtimes with GPUs from Any Local AI Agent
Source: MarkTechPost Google has officially released the Colab MCP Server, an implementation of the Model Context Protocol (MCP)...
5 Production Scaling Challenges for Agentic AI in 2026
Source: MachineLearningMastery.com In this article, you will learn about five major challenges teams face when scaling agentic AI...