# Tolani Omitokun

- **Event:** [Built with Opus 4.6: a Claude Code hackathon](https://cerebralvalley.ai/e/claude-code-hackathon)
- **When:** Feb 10 at 12:00 PM – Feb 17 at 10:00 AM (EST)
- **Where:** Location TBA
- **Team:** [Tolani Omitokun](https://cerebralvalley.ai/u/tolatokuns)
- **GitHub:** https://github.com/tolaniomitokun/emergent-diagnostic-institution
- **Demo video:** https://youtu.be/sLp82UfXZXk?si=dMBEb2YUcB6nlDC4
- **Gallery:** https://cerebralvalley.ai/e/claude-code-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/claude-code-hackathon/hackathon/gallery/51

The Emergent Diagnostic Institution is a six-agent AI system built with Claude Opus 4.6 and Claude Code. Three specialists independently analyze complete medical histories, then engage in multi-round debate. A Metacognitive Observer detects cognitive biases like anchoring and premature closure. A Patient Translator writes plain-language explanations for families. A Constitution Amender rewrites the system's rules after every case. It processes 77,000+ words of medical records (not summaries), agents challenge each other through structured disagreement, and the system evolves after every case, generating 43 amendments across 6 evaluations. The Observer caught 24 cognitive biases. In the showcase case, EDI analyzes a boy misdiagnosed with autism for 12 years across 8 doctors and 3 states, identifying CLN2 Batten Disease with 91% confidence. 100% accuracy across 6 domains. Built in 3 days, solo. Live: https://emergentdiagnostic-ai.up.railway.app (Code: DEMO2026)

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