# The Ripple Kernel

- **Event:** [Gemini 3 Paris Hackathon](https://cerebralvalley.ai/e/gemini-3-paris-hackathon)
- **When:** Sat, Mar 14 at 9:00 AM – 10:00 PM (GMT+1)
- **Where:** Location TBA
- **Team:** [Martial Foe](https://cerebralvalley.ai/u/defoe)
- **GitHub:** https://github.com/echofield/ripple-engine.git
- **Demo video:** https://www.youtube.com/watch?v=IkL9sr09uJA
- **Gallery:** https://cerebralvalley.ai/e/gemini-3-paris-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/gemini-3-paris-hackathon/hackathon/gallery/7

Live Demo : https://ripple-engine.vercel.app/  
 
The Ripple Engine: A Sovereign Causal Radar for Urban Disruptions.  

Standard navigation apps show operators the present (e.g., a closed transit station). The Ripple Engine uses AI to map the "Invisible Strings" of the city, showing operators the future.

Built for high-stakes sectors like Government Policy, Grid Control, and Fleet Operations, our engine moves beyond generic chatbots. We use Gemini to pre-compute the socio-economic and spatial ramifications of major urban failures (like a catastrophic RER B failure or a mass egress from Stade de France). By applying specific "Profession Lenses" to these signals, the engine generates deterministic, zero-latency directives (e.g., [DIVERT], [SHED], [STAGE]) and visually maps the resulting risk zones. It is a predictive instrument for operators who manage millions of euros and public safety.

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Markdown version of https://cerebralvalley.ai/e/gemini-3-paris-hackathon/hackathon/gallery/7. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt