Topic
24 articles tagged Windows. For the wider topic, see Local & Private AI.
Virtual desktops are how a lot of regulated work happens. Whether on-device AI survives that setup, what breaks, and whether it still counts as local.
Read article →Most work laptops have no discrete GPU. Whether local AI writing is viable without one, what integrated graphics actually contributes, and when to stop worrying.
Read article →Most managed Windows machines will not let you install anything. What local AI actually requires, which parts need IT, and how to ask without wasting their time.
Read article →Model files are only part of it. What local AI actually consumes on a Windows laptop, where it hides, and how to reclaim it without breaking the tool.
Read article →Marketing pages say on-device. Here are four checks that tell you whether a tool actually processes your text locally, and what a truthful claim sounds like.
Read article →A large unsigned download, a process pinning the CPU, and an app that writes gigabytes to your profile. Why security software objects, and how to tell a false alarm from a real one.
Read article →The first local rewrite is slow, the download is large, and nothing explains why. A walkthrough of each step so you can tell normal from broken.
Read article →Snapdragon laptops run local models, but not the way x86 machines do. What works today, what is still missing, and which tools quietly refuse to start.
Read article →The same local model that felt fast plugged in crawls on battery. Here is what Windows is actually doing, and the three settings that get the speed back.
Read article →Foundry Local reached general availability at Build 2026, giving Windows a vendor-supported local inference runtime. What it changes, and what it does not.
Read article →Microsoft announced an on-device small model family for Windows, naming rewriting as a use case. What that concession signals about where writing tools are heading.
Read article →Three paths from nothing to a working local model, what each one costs you, and the five settings that determine whether it feels fast or unusable.
Read article →Your laptop has a neural processing unit. Ollama, llama.cpp, and LM Studio do not use it. Why the NPU story is more complicated than the marketing, and what actually runs your model.
Read article →Microsoft made free local inference a first-class Windows target at Build 2026. What the new APIs give developers, what they do not, and why a bundled engine still matters.
Read article →Copilot+ PCs set a 40 TOPS NPU bar, but most local AI writing tools never touch the NPU. What the badge actually buys you, and what runs fine without it.
Read article →A straight answer by model size, why free RAM matters more than installed RAM, and how to work out whether your current machine can handle it before downloading anything.
Read article →The eight questions an IT team asks before approving on-device AI, and the answers that get a yes. Written for the person making the request.
Read article →Three chips, three very different jobs. Which one actually runs your local language model, why memory bandwidth beats raw compute, and what to check on your own machine.
Read article →Q4_K_M, GGUF, four-bit. What the labels on local AI models actually mean, what you lose, and which one to pick for rewriting work text.
Read article →Air-gapped and offline environments have real writing problems too. How to set up on-device AI assistance where there is no network, and what to check before you do.
Read article →The fastest way to fix a message is not a browser tab. How a global hotkey turns rewriting into a two-second action anywhere on your PC.
Read article →Offline AI writing tools keep your text on your device. What separates a real on-device tool from a cloud app in disguise, and how to choose one.
Read article →A step-by-step tutorial on how to install and configure Ollama on your Windows PC to run powerful AI language models entirely offline.
Read article →Learn how local AI rewriting works on Windows, using Wrivio's built-in engine or an optional Ollama setup.
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