🌊 Disaster
Flood & wildfire early warning
Near-real-time disaster prediction for regions without commercial forecasting, giving families hours to evacuate.
Impact drivers
density 86.0 / 100Each driver is normalised 0–1, then weighted. Nothing is hidden.
- Reach × 0.35220M people
- Urgency × 0.2595%
- Tractability × 0.2570%
- Evidence quality × 0.1565%
Diminishing returns
Total impact vs GPU-hours. The first hours buy the most; the dashed red line marks where returns start to saturate (~24k hrs).
Provable inputs
The exact parameters behind this score, fingerprinted so anyone can confirm the ranking used these numbers — not others.
project-params.sha256
$ sha256sum project-params.jsonc5893203ba38ec362b4da58f5a7146c3e3d360f0bf64d08b38ebc2ded5c6385afingerprint c5893203…c6385a