Category: AI
You are here if AI showed up in your job and the names on the screen do not match the buttons. This category is practical. It is not a model-release calendar, and it is not one lesson pasted under a new product name. The series split the pile so a Claude post and a ChatGPT post can teach different work.
Everyday paths are for a person with no account yet, or a person whose chat forgot a file: setup, prompting, memory, agents, safety, and which product fits a job. Product paths stay on one tool: Claude, ChatGPT, Gemini, or Grok, from a first login to the surface you should not open. Open-weight paths are Llama, DeepSeek, Qwen, Kimi, and GLM: what the name refers to, and when a normal paid chat is the easier tool. Engineering paths are for running a model, retrieving from your own files, and fine-tuning. Several of those hubs are still waiting on a first live part, and the hub page says so.
Where to start: no account yet, use AI setup from zero. You already pay for one product, open that product’s series and use the first part. You want the idea before the brand, use Practical AI. You want every series in order, use Learn and the AI tracks.
How to set up one local AI stack with Ollama, from start to finish
Pick one local stack and live in it. Three apps on three ports is a raffle, not a setup. This guide walks a 30-minute Ollama path and shows…
How to test whether an AI model is good enough for your own work
A Slack rank is not a quality test. Run five real tasks from your week, score pass or fail, and ignore a 0.3 point LMSYS jump when the…
How to draft in Google Docs with Gemini and stay in control
Docs plus Gemini stays useful when you control the path: brief, outline, section drafts, human facts, then voice edit. Placeholders beat fake precision. Humans own the byline.
How to run an AI chatbot on your laptop with a free desktop app
Desktop runners like Ollama and LM Studio get open weights onto a laptop. Install one app from the official site, pull one small local model, send one public…
Why privacy matters when you run AI models on your own computer
A local desktop runner can still ship your prompt to a host if cloud mode is on. This guide maps what leaves (text, files, metadata), when local is…




