Community Notes for everything: a browser extension. Our claim-checking pipeline produces notes on Substack articles and YouTubers that are regularly visited by our users and displays notes directly on the page. Nathan is engaging with more platforms to adopt and expand the use of this technology. The extension serves as proof that both users and creators benefit from this technology.

Key Capabilities

• AI written notes on Substack and YouTube
• Notes rated by readers
• Users can request or write notes on any page
• Chrome and Firefox extensions

Project Metrics

An automated system that researches, writes, and submits Community Notes on X using AI. We produced the world's first AI-written Community Note and since then have produced 1,042 helpful notes seen across 100.7M views, at $7.49 per helpful note. In August we wrote 2.64% of all helpful notes on X. Nathan is engaging with more platforms to adopt and expand the use of this technology, which scales well with misleading content being cheaper to produce. Common Notes, our browser extension, brings the same technology to Substack and YouTube.

Key Capabilities

• AI written Community Notes
• AI written content detection (coming soon)
• Notes on Substack and YouTube through Common Notes

Project Metrics

A community mediation tool that enables rapid consensus building through AI-powered polling. Create polls in minutes, gather insights instantly, and understand where your community stands on important issues.

Key Capabilities

• AI-powered poll creation
• 2-minute setup time
• QR code sharing
• Anonymous responses
• Real-time results
• Statement-based polling
• Tinder-style swipe responses
• 4-tier response system (agree/disagree/don't know/badly framed)

Project Metrics

A platform for visualizing and exploring expert perspectives on critical AI policy questions, focusing on legislation like SB-1047 and its implications for AI development.

Key Capabilities

• Expert opinion aggregation
• Interactive visualization
• Topic-based navigation
• Links to quotes

Project Metrics

An AI-powered browser extension that makes fact-checking as simple as right-clicking. Get instant context and verification for any statement you encounter online.

Key Capabilities

• One-click fact checking
• Chrome extension
• Source-backed responses using Perplexity
• Works on any webpage

Project Metrics

A comprehensive risk assessment tool that aggregates predictions from multiple markets to provide a unified view of bird flu risks and trends.

Key Capabilities

• Multi-market data aggregation
• Real-time risk assessment
• Trend visualization
• Combined risk index
• Historical data tracking

Project Metrics

Crowd-sourced dashboard forecasting when Artificial General Intelligence (AGI) will arrive. Aggregates predictions from Metaculus, Manifold, Kalshi, and more to provide the best consensus on AGI timelines.

Key Capabilities

• Multiple forecast integration
• Timeline visualization
• Prediction market aggregation
• Trend analysis
• Historical tracking

Project Metrics

A specialized tool for comparing language model outputs, built for educational organizations in Sub-Saharan Africa. Enables side-by-side comparison of lesson plan generation capabilities.

Key Capabilities

• Side-by-side LLM comparison
• User voting interface
• Optimised for users in Sub-Saharan Africa

Project Metrics