# Fermatic Labs

- **Event:** [OpenAI GPT-5 Startup Hackathon](https://cerebralvalley.ai/e/gpt5)
- **When:** Aug 9 at 10:00 AM – Aug 10 at 5:00 PM (PDT)
- **Where:** Location TBA
- **Team:** [Raghav Samavedam](https://cerebralvalley.ai/u/raghavsamavedam)
- **GitHub:** https://github.com/RSamavedam/open_data_research
- **Demo video:** https://www.loom.com/share/902299ec49334af88c95b6849ac0c505?sid=4dadaa58-4325-4111-a685-999ff0a99589
- **Gallery:** https://cerebralvalley.ai/e/gpt5/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/gpt5/hackathon/gallery/19

Most problems in general biology require deep efforts to verify - including expensive one-off trials, experiments, and samples. Fermatic Labs collects preference data from wet lab researchers on scientific utility to post-train foundation models with higher test time compute efficiency at tackling open ended challenges in bio. This product here is intended for academic researchers and is meant to look a little like arXiv / alphaXiv but where every single research paper is AI generated using our agent infrastructure

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Markdown version of https://cerebralvalley.ai/e/gpt5/hackathon/gallery/19. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt