# ottorafaelcihak

- **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:** [Otto Cihak](https://cerebralvalley.ai/u/ottocihaj)
- **GitHub:** https://github.com/ottorafaelcihak/CounterForge
- **Demo video:** https://youtu.be/Ei-yXq_AZyQ
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1915

CounterForge is a reliability lab for vision-language models. An engineer supplies an image, a counting question and a human-verified answer. CounterForge searches for controlled image changes that preserve that answer but cause the target model to answer incorrectly. When a failure survives review and fresh confirmation, the system can package its evidence as a portable regression test.

## More from Meta Global AI Developer Hackathon

- [AEGIS MESH](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1912)
- [Razeen Jubair](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1913)
- [Clips Kitty Game Day](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1914)
- [P2P Labs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1916)
- [Alpher](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1917)
- [FirstLight](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1918)

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