# Octopus Prime Labs

- **Event:** [GPT-5 Startup Hackathon NYC](https://cerebralvalley.ai/e/gpt5-nyc)
- **When:** Sep 27 at 9:00 AM – Sep 28 at 5:00 PM (EDT)
- **Where:** The Malin Flatiron, New York, NY
- **Placement:** Finalist
- **Team:** [Mark Gunnels](https://cerebralvalley.ai/u/markgunnels), [Lane Liles](https://cerebralvalley.ai/u/lliles)
- **GitHub:** https://github.com/yellowsharklabs/octopus-prime-gpt-hackathon
- **Demo video:** https://www.loom.com/share/52c90fd5fb3a45d19b424927d50e60b1?sid=81b781ba-2368-48c1-a9cc-937a5fcb28d2
- **Gallery:** https://cerebralvalley.ai/e/gpt5-nyc/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/gpt5-nyc/hackathon/gallery/14

Uses gpt-5 and gpt-5-codex to find and refine unstructured renal dosing guidelines into python encoded clinical rules that then are served at the point of prescribing via HL7 compliant cds-services.

There are between 250,000 and 300,000 deaths per year in the US due to Adverse Drug Events. This is a small step towards fixing that.

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Markdown version of https://cerebralvalley.ai/e/gpt5-nyc/hackathon/gallery/14. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt