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 is DeepSeek? The Chinese AI company and its chatbot explained
DeepSeek chat, API, and open weights are three doors from one lab. Use the site for a short FAQ. Read the Files-tab size before you clone. Open weights…
What to check when your AI coding assistant suddenly stops working
When Gemini coding tools stop, classify the stoppage: plan, quota, account, policy, outage, or deprecation. Fix in order. Buying a new personal plan rarely fixes an enterprise seat…
How TypeSafe AI built Jev, an AI model that picks answers instead of writing
TypeSafe AI and former OpenAI researcher Diogo Almeida introduced Jev, a non-autoregressive decision model trained with RLCD instead of RLHF. Learn how its three typed primitives replace flaky…
What is Llama, Meta’s family of AI models, and how can you use it?
Llama is a family of weight files plus runners and hosts, not one chat app. Name the door before you paste work data, and do not confuse Groq…
How to code with an AI assistant in four steps: ask, edit, test, and review
Across IDE assist and terminal agents, keep the same loop: clear ask, small diffs, tests that matter, human review before merge. The surface changes. The loop does not.
