thesis institute

A public-benefit research institute · in formation

Open forecasts of public outcomes, scored against reality.

The Thesis Institute builds calibrated, open forecasts of the statistics and policies that shape public life — every prediction published with its full chain of reasoning, and scored against the record when the official numbers arrive. The track record is the product.

In formation · building in the open

What we're building

A public observatory of forecasts on government data — tax and benefit statistics, poverty, costs, and the outcomes of policy. Every forecast is reasoned in the open, carries a calibrated interval, and is scored against the official record once it resolves. The track record is the product.

Open by construction

Reasoning you can read

Every forecast publishes its full chain of reasoning — the priors, the sources, and the drivers behind the number — not just a point estimate.

Accountable

Scored against reality

When the official number lands, every forecast is graded. Calibration is public, per forecast and per agent — so the record speaks for itself.

Open all the way down

The whole stack is a public good — nothing about the forecasts, the data, or the models is hidden from the people they describe.

open source open data open weights open predictions

The stack

The Thesis Institute builds and stewards a connected stack of open forecasting infrastructure.