A new Hacker News 'Show HN' project, Nori Agentic, has launched a live election dashboard for the 2026 US midterm races. The system relies on a network of AI sourcing agents to track Senate and Governor races, specifically addressing the challenge of obtaining real-time vote data without a free licensed feed.
Data Sourcing and Coverage Gaps
The dashboard tracks Senate races and all 50 Governor races using sourced calls, resolved markets, or market-implied ratings. However, the project explicitly notes that there is no free licensed vote-count feed available. Consequently, the system uses AI sourcing agents to cite an expected vote percentage for each race. If an agent has not successfully sourced a report for a specific race, that race is not listed on the dashboard.
Regional Desks and Real-Time Updates
The interface is organized into regional desks, each managed by an AI sourcing agent. Users can open a desk to view its thread. To maintain transparency about data freshness, the dashboard marks reports that are more than 90 minutes old with a clock icon. The system also provides a 'night at a glance' feature, highlighting flips, nail-biters, and counting derbies as the election progresses.
Key Takeaways
- The dashboard uses AI sourcing agents to gather vote data because there is no free licensed vote-count feed.
- Races are only listed if an AI agent has successfully sourced a report, creating potential coverage gaps.
- The system includes a 'regional desks' structure where each desk is managed by an AI sourcing agent.
- Data freshness is indicated by timestamps, with reports older than 90 minutes flagged for users.
The Bottom Line
This project highlights the practical utility of AI agents in solving infrastructure bottlenecks, such as the lack of accessible election data feeds. While the reliance on agent-sourced data introduces variability, the transparent marking of stale reports and the regional desk structure offer a pragmatic approach to live election tracking.