EarthRecord tests agents on four decades of raw satellite imagery
Twelve agents mostly finish analyses, but half of correct answers follow an altered satellite when the ground is unchanged.
5 stories, newest first · one card per story
Twelve agents mostly finish analyses, but half of correct answers follow an altered satellite when the ground is unchanged.
ForTy labels six land classes and adds a 2017–2025 series showing what replaced natural forest.
The excerpt names forecasting, energy design, deforestation, poverty prediction, and displacement tracking, without results.
SatNav is a satellite-imagery UAV vision-language navigation benchmark with 118,000 episodes across 18 cities.

XPRIZE's $11M Wildfire competition ended with no grand prizes; finalists detected fires within 10 minutes using satellite AI but could not extinguish them.
Today 1.6K readers · 2.5K views · 778 reads · all time 189K views