Tutor AI

Site Concierge

Tell me what you want to explore, learn, or build — I'll point you at the right project on this site.

AI
Hi! Try asking things like "something with maps", "I want to learn AI", or "chess stuff" and I'll suggest projects from the site.

Recommended

Recommendations will appear here once you ask something.

Site Concierge — AI-Powered Project Discovery

The Site Concierge is a conversational AI prototype that helps visitors find interactive projects on this site through natural-language chat instead of browsing a directory grid. It combines a large language model running on AWS Bedrock (OpenAI GPT-OSS 120B) with keyword retrieval over the site's project catalog to recommend relevant physics simulations, AI tools, data visualizations, and games.