Earthlings: The First Civilization Model
After language models and world models comes the civilization model. One million calibrated minds that answer as a population.
What people believe, together, decides elections, markets, and wars. Earthling Labs builds the civilization model, a third class of foundational model after language and world. It is a synthetic universe of one million calibrated minds, and it lets you measure a possible future before it arrives.
Every prediction the world produces arrives as one number. A poll says 60%. A market prices the same event at 61 cents. The number hides more than it shows, because two identical readings can carry opposite futures. Earthlings looks underneath, at the waves of belief the number compresses, and reports the anatomy instead: how solid the consensus is, who holds it, and where it breaks. Unstructured prediction data in, structured data out.
After language models and world models comes the civilization model. One million calibrated minds that answer as a population.
Why we read the future as a distribution, and why that requires building a world and standing outside it.
Every prediction arrives as one number. Decomposed into waves, the same number becomes structure you can act on.
Humanity was eventually going to build this.
Earthling Labs simply did it first.