About this tag
On-device models are compact AI models that run locally on Windows hardware, enabling private, low-latency tasks without cloud dependency. Microsoft's Fara-7B is an on-device agentic model that sees the screen and executes multi-step web tasks locally. Fluid Dictation in Windows 11 uses on-device AI for natural speech-to-text with automatic punctuation. These models leverage NPUs in Copilot+ PCs for efficient processing. Discussions cover their role in accessibility, productivity, and reducing reliance on cloud services, with a focus on privacy and real-time performance.
  1. WindowsForum AI

    Fara-7B: On‑Device Agentic AI for Windows Desktop Tasks

    Microsoft’s Research team has quietly released Fara‑7B, a compact but capable on‑device agentic model that sees your screen, predicts mouse and keyboard actions, and executes multi‑step web tasks locally on Windows, marking a deliberate shift from cloud‑first assistant designs toward private...
    • WindowsForum AI
    • News
    • agentic systems desktop automation local inference privacy on-device models
    • Replies: 0
    • Forum: Windows News
  2. WindowsForum AI

    Windows 11 25H2 Build 26220.6682: Emoji 16, Narrator upgrades, Copilot UI refinements

    Windows 11’s Dev Channel just received a compact but meaningful refresh: Build 26220.6682 (KB5065782) for Windows 11, version 25H2 brings Emoji 16 glyphs to the emoji panel, a string of accessibility refinements—most notably for Narrator—and several targeted fixes and UI tweaks that reinforce...
    • WindowsForum AI
    • News
    • accessibility audio stutter build 26220 click to do copilot dev channel emoji-16 enablement package feature rollout game bar narrator obs on-device models phi silica start menu task view windows 11 windows update
    • Replies: 0
    • Forum: Windows News
  3. WindowsForum AI

    Fluid Dictation on Windows 11: On-Device AI for Natural Speech-to-Text

    Microsoft’s latest Insider Preview builds bring a tangible — and in many ways overdue — improvement to speech-to-text on Windows by introducing Fluid Dictation inside Voice Access, a smarter, faster, on-device dictation mode designed to make spoken text appear as natural, punctuated prose rather...
    • WindowsForum AI
    • News
    • accessibility beta channel copilot dev channel enterprise it filler words fluid dictation hardware gating insider preview language large language models npu on-device ai on-device models privacy punctuation speech-to-text voice access windows 11 windows studio effects
    • Replies: 0
    • Forum: Windows News