Title: Stop Just Reading About Transformers—Start Seeing Them
Most developers understand the high-level concept of an LLM: tokens go in, a distribution of probabilities comes out. But the 'Attention' mechanism often remains a mathematical abstraction for many.
In my journey teaching AI, I've noticed that the 'Aha!' moment rarely comes from a white paper; it comes from interaction. By using browser-based visualizers, we can inspect how weights change and how tokens relate in real-time. This is exactly why we started Neural Viz Lab—to turn the abstract math of LLMs into a tangible, visual experience.
Do you think visual sandboxes are better than traditional documentation for learning new architectures? I'd love to hear how you tackle complex ML concepts!
