# KIVO

- **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:** [Abdurakhim Nasirov](https://cerebralvalley.ai/u/hostage)
- **GitHub:** https://github.com/earthtostar/meta-hackathon
- **Demo video:** https://youtu.be/7Vb_c1LP9Wo
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2435

KIVO - Find What Transfers.

Somewhere in the world, someone has already faced a challenge similar to yours. They tried different approaches, made mistakes, adapted to their circumstances, and eventually learned something valuable. Yet that experience often remains inaccessible to the next person facing the same problem.

We could simply ask AI for a solution. But AI cannot truly experience what a person has been through. Someone who has faced a challenge firsthand understands the decisions, setbacks, and lessons behind it in a way that generated advice alone cannot capture.

That is why I built KIVO.

KIVO is an AI-powered experience intelligence platform that helps people find and learn from relevant human experiences.

Users describe a challenge in their own words. KIVO identifies their goals, constraints, and previous attempts, then finds relevant experiences and explains what makes them useful. Instead of suggesting that one person's solution will work for everyone, KIVO considers how circumstances differ and which lessons may transfer.

Experience DNA helps users understand their situation. The Evidence Lens connects insights to their supporting information. The What If? Engine explores how changing constraints affects the relevance of different experiences, while Next Move suggests a practical action worth considering. An interactive 3D Experience Atlas allows users to explore connections between experiences visually.

Why KIVO? Because finding advice is easy, but finding experience relevant to your circumstances is much harder.

How does it help? By making the lessons behind other people's attempts, mistakes, and decisions easier to understand and apply.

Our long-term goal is to make valuable human experience more accessible, especially to people who lack mentors, connections, or access to guidance. I want fewer people to repeat avoidable mistakes simply because they could not find someone who had already learned from them.

The current prototype demonstrates this approach through clearly labeled illustrative experiences and user-controlled local contributions.

KIVO combines AI's ability to understand and connect information with something AI cannot replace: the knowledge people gain by actually living through their experiences.

## More from Meta Global AI Developer Hackathon

- [Munix](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2432)
- [Shravan_ai](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2433)
- [Muse Newz](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2434)
- [Convert Booking](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2436)
- [StockSense Team](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2437)
- [Avocaders](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2438)

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