Insights for the Rest of Us
Analytics and AI without the intimidation. Plain-language guides to SQL, data work, and practical AI — examples you can use at work, a little humor, no PhD required.
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What DeepSeek is (products plus open models)
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 are files, not a chat box.
Quotas, editions, and why it stopped
When Gemini coding tools stop, classify the stoppage: plan, quota, account, policy, outage, or deprecation. Fix in order. Buying a new personal…
Jev and TypeSafe AI: Inside the First System One Model and RLCD Training
TypeSafe AI and former OpenAI researcher Diogo Almeida introduced Jev, a non-autoregressive decision model trained with RLCD instead of RLHF. Learn how…
What Llama is (family, not one chatbot app)
Llama is a family of weight files plus runners and hosts, not one chat app. Name the door before you paste work…
Ask, edit, test, review loop
Across IDE assist and terminal agents, keep the same loop: clear ask, small diffs, tests that matter, human review before merge. The…
