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.
What are System One AI models, and how do they make fast decisions?
System One models process program state in a single parallel pass to output typed, probabilistic decisions rather than chat prose. Here is how they eliminate hallucinations and bring…
How to use open AI models through Groq, Together, and Fireworks
Hosted APIs for open weights bill by tokens and still send prompts off your machine. Separate Groq from Grok, set a spend cap, and treat retention pages as…
How to let an AI coding agent work safely from your terminal
Terminal agents like Gemini CLI and Antigravity CLI can edit a real repo. Use a feature branch, a small goal, plan-first habits, and a human merge. Treat mid-2026…
How to share a local AI model with your family or a small team
A kitchen laptop running a local AI model is a shared brain: same login means same chat history. Separate users, keep the app on localhost, and quit it…
How to read an AI model card before you download the model
Read a Hugging Face model card like a spec sheet before you download. Check publisher, license, chat versus base, and file size against your RAM. Skip the giant…




