Summary: Cursor updates AI agent demo with advanced ML code

Why It Matters: The update shows the AI agent handling more complex machine learning tasks like mixed precision training and experiment tracking. This positions the tool as a high-end assistant for specialized AI researchers, not just general web developers.

What Changed:

• Updated the interactive demo text to show the agent performing advanced PyTorch tasks.
• Added specific technical details to the demo summary, including AMP (Automated Mixed Precision), cosine scheduling, and gradient clipping.
• Expanded the "Complete codebase understanding" section to show more complex search queries about UI implementation and model labels.
• Refined the demo code snippets to include more robust error handling and configuration management.