# OmniInspect AI

- **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:** [Shiva Shankar S](https://cerebralvalley.ai/u/Shiva7_1_4)
- **GitHub:** https://github.com/Shiva7147/omni-inspect-ai
- **Demo video:** https://youtu.be/QCPuCC7kRFU
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2675

In robotics, aerospace avionics, and high-density electronics, over 75% of fatal board burnouts occur within the first 15 milliseconds of power-up due to microscopic solder bridges, reversed capacitor polarity, or power-rail shorts. Traditional fuses and circuit breakers react only after the silicon has already incinerated.

OmniInspect AI creates a two-layer cyber-physical safety gate:

An ultra-fast compiled edge Isolation Forest running locally on 100 kSPS sensor telemetry that predicts developing short-circuits 5 seconds before failure and trips solid-state relays in under 2 milliseconds (1.2 µs measured).
Meta Muse hosted on Baseten (meta-models/muse-spark-open-1026) that correlates optical macro captures against KiCad CAD netlists (e.g., Pin 48 to Pin 49 bridging), streaming root-cause explanations and generating tamper-evident SHA-256 cryptographic audit receipts on Modal for certified restoral.

Tested over 10,000 consecutive nominal windows with zero false trips.

## More from Meta Global AI Developer Hackathon

- [Sensora AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2672)
- [BacktestAI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2673)
- [AnyBody](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2674)
- [Glenox Team](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2676)
- [BugBuster](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2677)
- [Siyuan Song](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2678)

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