# pracha

- **Event:** [GPT-6 Astra Hackathon NYC](https://cerebralvalley.ai/e/openai-gpt-6-astra-nyc)
- **When:** Thu, Sep 10 at 9:00 AM – 10:00 PM (EDT)
- **Where:** New York, NY
- **Team:** [Prabakaran Chandran](https://cerebralvalley.ai/u/pracha)
- **GitHub:** https://github.com/prabakaranc98/symplex
- **Demo video:** https://youtu.be/jC-2-lLJlW4
- **Gallery:** https://cerebralvalley.ai/e/openai-gpt-6-astra-nyc/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/openai-gpt-6-astra-nyc/hackathon/gallery/42

Symplex is an AI-native platform for investigating complex systems under uncertainty. It turns a problem into competing evidence-grounded hypotheses, compiles them into executable mathematical and computational models, and uses simulation, inference, and verification to evaluate their consequences. A meta-reasoning controller chooses the next best investigation action—such as gathering data, testing a rival model, or running an experiment—while preserving uncertainty and provenance. Symplex also supports bounded recursive self-improvement, allowing its investigation workflow to improve only through protected, auditable evaluation on fresh tasks.

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