# Korsa

- **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:** [Bayu Aji Sadewa](https://cerebralvalley.ai/u/soenemis)
- **GitHub:** https://github.com/hellosadewa-cmd/judgment-audit
- **Demo video:** https://judgment-audit.vercel.app/demo
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/413

Creative studios are losing work to AI, and most find out only when the briefs stop coming. Niche Test tells a studio whether AI can already make what it sells, before it spends another year on that niche.

Muse Spark reads a piece from the studio's portfolio and writes the brief a client would give. Muse Image then makes the design from that brief alone, without ever seeing the original. Curators decide, piece by piece, whether the AI version would be acceptable to the same client. Code combines the replication rate with four signs of a protected niche (recurring budgets, consistency across many assets, standards or regulation, local context) into a verdict, using rules fixed before anyone voted.

We ran it on ourselves first. Muse Image remade all ten of Korsa's published landing page shots from a brief, in 32 seconds on average. Seven curators then made seventy judgements: a majority accepted the AI version for only one of the ten works (10%), and two works were rejected by all seven. None of the four protective signs applied. The verdict for Korsa: the edge is real, so test the demand first, and move toward what AI still finds hard. The live report updates as more designers vote.

AI builds. People curate. Any studio can test one of its own works at /try.

Live: https://judgment-audit.vercel.app (Korsa's test: /niche/korsa)

## More from Meta Global AI Developer Hackathon

- [SwayOps](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/410)
- [haniseoul](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/411)
- [Serenidad](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/412)
- [World Changers.](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/414)
- [Pixa](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/415)
- [KUSHAL GORJI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/416)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/413. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt