Category: Artificial Intelligence

The 512 GB Myth in Local AI

By Eduardo Holloway

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

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

What Agentic AI Now Means for Your Smart Home

By Smarthomes

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