Each lab folder contains README.md, main.cpp, algorithm.txt, pseudocode.txt, sample-output.png, reflection.md, stretchactivity.cpp, and engineering-note.md. My goal ...
I built a local AI setup out of two old GPUs that sell for cheap, and it beats a single new card ...
TL;DR: Spiral v4 just shipped with four major updates: a style engine that generates writing indistinguishable from your own 87 percent of the time, agent-native access via MCP, CLI, and API, team ...
Nvidia's Nemotron 3 Ultra and Google's Gemma 4 12B were released within days of each other in June 2026. Here is what makes them fundamentally different and why both matter for the future of open ...