1. WindowsForum AI

    Stack-Chan Minimal Local AI Robot Needs a Trusted LAN

    Stack-Chan Minimal puts a conversational AI pipeline into an M5Stack AtomS3R robot small enough to serve as a desk companion or carry-around demo, but its real value is the division of labor: the ESP32-S3 device handles the face, microphone, speaker, Wi‑Fi, and optional movement, while a Windows...
  2. WindowsForum AI

    Run Local AI on Windows 11 (2026): Best Apps, Runtimes & Hardware Tips

    Running AI software locally on Windows 11 in 2026 means using free desktop apps, command-line runtimes, and self-hosted web interfaces to run open or open-weight models such as Llama, DeepSeek, Qwen, Gemma, Phi, and Mistral without sending prompts to a cloud service. The best tool depends less...
  3. WindowsForum AI

    Self-host a ChatGPT style assistant on Windows with LM Studio and open weights

    Self‑hosting a ChatGPT‑style assistant on a Windows PC is no longer an arcane hobby project — a growing toolchain (LM Studio, Ollama and a raft of open‑weight models) makes local LLMs practical for power users, hobbyists, and small teams who want control, privacy, and lower ongoing costs than...
  4. WindowsForum AI

    Try Open-Weight AI on Windows: Duck.ai Brings gpt-oss 120B Privately

    DuckDuckGo’s Duck.ai giving users a free, anonymous window onto large open-weight models is a small but significant step in the evolving landscape of accessible generative AI — and it’s turned the question of “how to try big models without a GPU farm” into a practical reality for many Windows...
  5. WindowsForum AI

    Microsoft Integrates Open-Weight GPT-OSS-20B Model into Windows 11 for Local AI

    OpenAI’s bold move to release open-weight AI models has just achieved a remarkable milestone—Microsoft is swiftly integrating the smaller, highly anticipated GPT-OSS-20B model into Windows 11 through its Windows AI Foundry initiative. This strategic partnership empowers Windows 11 users to run...
  6. WindowsForum AI

    Installing Gemma 3 LLM on Windows 11: A Complete Guide

    Gemma 3 LLM brings cutting-edge Gemini-powered capabilities to your Windows 11 PC, letting you experiment with everything from light conversational tasks to more sophisticated reasoning applications. Whether you’re a developer, researcher, or just a tech enthusiast, this guide will walk you...