loslos321-lab/goldworm

GoldWorm is an experimental local AI system built in Rust that runs entirely on your own machine. The description claims it is inspired by the nervous system of C. elegans, a tiny worm with exactly 302 neurons, and uses an approach to learning that does not rely on the standard training methods used by most AI models. The most important thing to understand upfront is that GoldWorm ships completely untrained. Unlike ChatGPT or other AI tools that come with pre-loaded knowledge, GoldWorm starts with no built-in answers or default weights. Any useful behavior has to emerge through your own use and the data you feed to it. The README is direct about this: do not treat it like a pretrained chatbot when you first run it. The system runs as a local web server bound to your own machine at address 127.0.0.1. When started, it opens a browser-based graphical interface that shows a chat window, a neuron activity heatmap, and a data visualization plot. You can interact with it through the browser UI or by sending HTTP requests directly. The interface has three layout modes depending on how much screen space you want to use. The architecture is built around what the README calls zero-trust principles: the server never listens on a public network address, the browser interface loads all its assets locally without pulling from external services, and the UI handles missing or broken data gracefully rather than crashing silently. Building GoldWorm requires the Rust toolchain and Cargo. The README includes step-by-step installation instructions for Debian, Ubuntu, Fedora, Arch Linux, and Windows. After building, running one command starts the server and opens the GUI at localhost:9090/gui.