Author: Jose S
Model size, quantization, and will my laptop run it?
Parameter counts are clothing sizes, quantization shrinks the file, and RAM decides whether the laptop can talk. A 70B Q4 on 16 GB is how you get a…
Kids, family, and shared devices
A shared ChatGPT login mixes homework with work files and Memory. Use separate accounts, skip under-13 profiles, and keep household rules a parent can see in the room.
Grok Imagine video and motion, without burning the budget
Ship the Imagine still first. Use short, simple motion only when the still works, and treat overnight clip farms as a budget burn.
Multimodal: photos and documents that help
Everyday multimodal help with Gemini: whiteboards, screenshots, and PDFs using structured prompts, short upload rules, and quick verification so camera-roll magic does not become a data incident.
Health, legal, and money: hard limits
Chat cannot be your doctor, lawyer, or adviser. Prep questions and plain drafts; never paste full records or treat a reply as a signed plan.
