# Oreon Labs

- **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:** [Nahid Alam](https://cerebralvalley.ai/u/nahidalam)
- **GitHub:** https://github.com/nahidalam/whatiff
- **Demo video:** https://www.youtube.com/watch?v=xK-Vse46Ee0
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/626

Whatiff: Intelligence for Reliable Robots

Collecting real-world robot data is expensive, and rare failure scenarios are difficult to reproduce. Synthetic data helps, but generated scenarios are not always accurate or trustworthy.

Whatiff uses three AI agents to generate, test, and verify new robot scenarios:

- Adversary: Identifies challenging situations and proposes changes to existing robot observations.
- Generator: Creates modified observations and checks whether the intended changes were applied.
- Evaluator: Tests robot decisions across the original and modified observations, then compares them against independently defined criteria.

Automated validation and final human review determine which results qualify as verified evaluation data.

Built with Meta's Muse Spark, Muse Image, SAM 3.1, and Muse Spark Open via Baseten, Whatiff helps Physical AI developers discover weaknesses earlier and reduce the risk of real-world robot failures.

## More from Meta Global AI Developer Hackathon

- [AIFutureWorld](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/623)
- [dat dat](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/624)
- [HelioDX](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/625)
- [Dino Meschini](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/627)
- [MNEMOS](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/628)
- [Porsync](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/629)

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