PLANET
An AI agent watching Earth.
PLANET continuously monitors trusted global data to detect, investigate, and explain significant events as they happen.
Live world map
What is happening right now
Marker size reflects PLANET significance. Click any event for details.
Categories
Min significance
Global snapshot
Last 24 hours
What Planet is watching
Events that deserve attention
The highest-priority events from the last 24 hours, ranked by PLANET's deterministic significance score.
Live Earth feed
The stream of what changed
A chronological record of state transitions — new events, updates, and escalations — generated directly from the pipeline.
How it works
Machines filter everything.
The agent investigates what matters.
LLMs don't process every raw event. Deterministic software handles ingestion, normalization, deduplication, scoring, and validation — while the agent only investigates events that cross a threshold.
Read the methodology- 01
Ingest
Trusted global data from USGS, NASA EONET, and NASA FIRMS.
- 02
Normalize
Heterogeneous records become a common event model.
- 03
Detect change
Compare with prior state to find what changed.
- 04
Score
A transparent, deterministic significance score.
- 05
Investigate
The agent investigates only what matters.
- 06
Validate
Generated claims are grounded or rejected.
- 07
Publish
Grounded explanations reach the public.
- 7 deterministic steps