Author: Eduardo Holloway

A Local Decision Model That Answers in 33 Milliseconds

By Eduardo Holloway

Most people meet AI as a chatbot. You type a question, you wait, you read a paragraph back. That works for writing and reasoning, but it is a strange way to make a decision. If all you need is “is this spam”, “which queue does this ticket belong to”, or “should the agent click this button”, you do n

How to Run Qwen 3.8-27B on 32GB of VRAM

By Eduardo Holloway

Walk into any retailer today and ask for a graphics card with enough memory to run Qwen 3.8 27B at its full native context, and you will get the same answer: an RTX 5090, with street prices sitting north of $5,000. That is an absurd number for a single model running on a home workstation, and it sen