Author: Ronny

  • Software Setup Step 1: A GPU-Ready PyTorch Training Environment on Ubuntu (RTX 4070 SUPER)

    Software Setup Step 1 This post documents Software Setup Step 1 in an AI model training workflow: turning a fresh Ubuntu machine into a reliable, reproducible PyTorch GPU training box—without creating future instability from mixed drivers, mixed CUDA components, or mixed Python environments. The emphasis here is not “install things until it works once,” but…

  • Me &AI on AI

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    AI: Humanity’s Most Powerful Tool—and the Test of What We Choose to Become I see AI as the strongest tool humanity has ever built to shape a better future. That is not a casual claim. AI can amplify knowledge work, accelerate science, improve healthcare, strengthen education, optimize energy systems, and help people solve problems that…

  • Computer for AI-Model training

    I decided to take my first real step into AI model training by doing something concrete: I built a computer dedicated to the task. This is not a “plug-and-play” hobby project for me. I have no prior experience training AI models, and I am fully aware that the learning curve will be steep. There will…