Prototypes

Towards living ‘100x’ policy research.

AI lets us build functional prototypes of new tools and test them in the wild much faster and more easily than before. Explore our index of research prototypes below.

Governance

Dictatorship Eval

The first systematic test of whether frontier models resist authoritarian requests.

Live
Dictatorship Eval screenshot

We found that resistance to these requests fell significantly when we hid them in code.

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Information

Billionaires, AI, & the New Populism

Explore roughly 280,000 candidate fundraising emails and the populism they reveal.

Live
Billionaires, AI, & the New Populism screenshot

An interactive companion to our research on the Democratic party's turn towards anti-billionaire populism, and how that appeal is beginning to merge with a new kind of anti-AI populism.

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Bellwether Metrics

Prediction Markets Infrastructure

Structured data on real-world events, with verified outcomes and manipulation-resistant probabilities.

Live
Prediction Markets Infrastructure screenshot

We curated structured data on real-world events — elections, conflicts, policy shifts — with verified outcomes and manipulation-resistant probabilities, built for researchers, newsrooms, and ML pipelines.

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Information

Perspective Lens

See how the same political question gets answered through different ideological lenses.

Live
Perspective Lens screenshot

Submit any political or policy question and get back a neutral overview alongside how Libertarian, MAGA, Progressive, Center-Left, and Marxist framings would each analyze it. A transparency tool that makes implicit ideological framing in AI responses visible.

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Information

Model Slant

Standardized ideological assessment of every major AI model.

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Model Slant screenshot

An independent dashboard tracking how the frontier models lean.

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