# thermomind

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Manvender Singh](https://cerebralvalley.ai/u/Manubaba)
- **GitHub:** https://github.com/manvendersingh21/thermomind
- **Demo video:** https://youtu.be/0UWLyV3y9DA
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4842

ThermoMind is an evidence-first AI investigator for gas-turbine power plants that pushes Meta's models into a physical system. It reads real turbine measurements (36,733 hourly rows from a public dataset), compares them with a measured-data baseline, and uses Meta Muse Spark with verifiable tools to investigate deviations: every number the model cites is traced to a row, a calculation and a model version, and a server-side validator rejects anything else. Around that loop sit plant-wide agents: findings route to the responsible engineer and supervisor, subsystem agents confer about the domino effect before anyone acts, a watchdog notices needs on its own, and a calibrated physics simulator lets teams rehearse faults on a model. An explicit autonomy policy says what agents may do alone and what only humans may do; the software has no write path to a control system. Startup track: the auditable case file, not the alarm, is the unit of value.

## More from Meta Global AI Developer Hackathon

- [OfferLetter](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4839)
- [Pyx](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4840)
- [Button](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4841)
- [Auton Team](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4843)
- [Tataloka](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4844)
- [Monster in the Closet](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4845)

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