Community Hearth Labs
Interactive scenarios, data tools, and citizen playgrounds.
This is the workshop. Things here are works in progress, experiments, or tools that don’t fit in a blog post. Some are interactive. Some are just notebooks I wanted to share. All are meant to be useful to people who don’t want to take my word for it.
Scenarios
AI-in-the-loop situations where the stakes change as you go. Play them forward along the agent’s choice path. See what you would do.
→ Is This The Way? — three scenarios, escalating risk
Data Tools
Analysis and visualisation for citizens and policy nerds.
Mini-Apps
Single-purpose tools. Build one, give it away.
TIL
Today I Learned. Short captures, notebook format, probably not polished.