Category: Artificial Intelligence

Three 4 bit models, four single shot prompts, one 16 GB card. Which small model can turn a sentence into cut ready geometry and call tools without breaking.

Somewhere around one in the morning, the model card stops making sense. You started with a simple plan: run a genuinely capable model at home, no API bill, no data leaving the machine, no terms of service between you and a million-token context window. Then you found the number everyone repeats. 512

This is a hands-on, ten-part local benchmark: three Qwen 3.8 variants fighting it out on one RTX Pro 6000 workstation,…

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

Most of us use AI inside our smart home setup in the same narrow way: a voice assistant that half understands us, a camera that sends false alerts at 3am, a hub that needs three apps to turn a light on. Useful, but incremental. Then a project lands in your feed where a single agent builds an entire

A multi-part field report on deploying an open-ended artificial-life simulation: installing every package, resolving real troubleshooting issues, and watching a live browser-rendered ecosystem evolve on your local machine.

How We Built a Hybrid Vision-Driven Browser Controller: A Field Study of Offsets, Grids, and Window Geometry Category: Artificial Intelligence…

The Future of AI: Why Scaling Laws Are Reaching Their Limits By Adeline Bowers Introduction: The Data Crisis in AI…