0:00Starting Civic Tech Chat
2:37Civic tech’s professionalization
5:51AI as an accountable tool
9:33Determinism and AI-assisted code
13:18Prototyping with guardrails
16:36Lower barriers to building
21:27Civic tech and GovTech
25:47The agentic state
29:37Limits of automated decisions
36:31Technical and political decisions
41:13Citizens, code, and democracy
46:40Aggregating citizens’ views
50:26Trust in the black box
52:33Ryan’s personal journey
55:42Running for public office
58:56Final message