Winning mechanism

live real world proof

The demo does the real thing live in the room, not canned data.

2confirmed winners

2analyzed projects

2kinds of event

At sponsor platform events · 1

Grand winner #1 · 2026

Centinela

Autonomous agent that watches Colombian public procurement and issues opportunities and red flags with cited evidence.

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Source links

Live demo ↗

At agency open data challenge events · 1

▶ Video

Award winner · 2025

PureFlow

A habitat layout tool that doubles as a survival simulator: model in 3D, compute crew needs live, and test the design against real solar-storm alerts.

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Source links

Submission ↗Live demo ↗Video ↗

Often combined with

cited evidence trust1/2
dual use value1/2
human stakes1/2
sponsor platform mastery1/2
takes action1/2
visible engineering depth1/2

Lenses it played to

business potential1/2
challenge relevance1/2
design ux1/2
impact1/2
scientific validity1/2
sponsor api use1/2

Try it on your situation

crafterwiki similar --mechanism live-real-world-proof --json

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