# Makabeez

- **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:** [Joe Gabbani](https://cerebralvalley.ai/u/Makabeez)
- **GitHub:** https://github.com/Makabeez/falsify
- **Demo video:** https://youtu.be/rQ6dyxCK-Ew
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/575

Traders are sold claims every day: "494% in two years", "4x long, 356% potential". Falsify tests them before you trade them.

Paste a strategy post, drop a chart screenshot or a short clip. Muse Spark compiles it into exact rules in a small fixed language (entry, exit, stop, target), and every rule must quote the author's words or say it was assumed. Then a deterministic engine tries to break those rules on nine years of real Binance prices: trading costs, 2,000 random-timing look-alikes, data after the post date, both halves of history, other coins. The model never touches the profit and loss.

Every result gets a verdict (Survives, Dies, Inconclusive, Untestable) with a permalink to its evidence. Vague or one-off price calls are marked Untestable instead of being forced into a backtest. We ran 35 real public claims: 3 survive, and only 1 after correcting for testing them all at once.

## More from Meta Global AI Developer Hackathon

- [Software Fanatics](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/572)
- [תוכנה פלוס](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/573)
- [FlyPig AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/574)
- [JL](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/576)
- [saqwild](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/577)
- [Orchanium](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/578)

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