# dat dat

- **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:** [dat dat](https://cerebralvalley.ai/u/datdat)
- **GitHub:** https://github.com/toiyeugym19-cmyk/vtt-aura-sentinel
- **Demo video:** https://www.youtube.com/watch?v=OmCO7_JkraY
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/624

VTT Aura Sentinel OS is an autonomous operating system bridging Meta Muse Spark Open 1026 and Meta SAM 3.1 directly to real-world physical infrastructure: an active 4.85 kW grid-tied solar inverter (230V) and multi-camera optical surveillance.

Most frontier AI implementations remain trapped behind synthetic text chats. In the physical world, decentralized clean energy microgrids face continuous voltage fluctuations, irradiance shifts, and optical panel shading that require deterministic, sub-second actuation. VTT Aura Sentinel OS ingests real-time Modbus telemetry and optical CCTV frames, triggering deep Chain-of-Thought (CoT) reasoning to autonomously balance battery storage, shed loads, and bypass shaded solar strings in 42.5ms without human intervention.

## More from Meta Global AI Developer Hackathon

- [Benjamin Kincses](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/621)
- [KoreaLens](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/622)
- [AIFutureWorld](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/623)
- [HelioDX](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/625)
- [Oreon Labs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/626)
- [Dino Meschini](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/627)

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