Below is a selection of epistemic AI apps and prototypes I have built. All explorations can be found in AI apps.

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Two main projects in this space I worked on are Talk to the City and OpenBallot.

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Basalt

Basalt uses liquid democracy to crowdsource priorities from networks. Users receive 100 monthly votes to distribute among other users, problems, or solutions, creating dynamic rankings. The platform combines priority-setting with funding mechanisms and knowledge-building.

Solon

Solon is argument mapping software that turns complex reasoning into interactive decision graphs. Users build structured maps where statements connect through logical inferences, express confidence levels, and collaborate with git-like versioning.

Scenario exploder

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a hypothetical and counterfactual scenarios with probabilities

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Scenario Exploder takes a hypothetical or counterfactual scenario and lists its most probable outcomes with percentage estimates, letting you drill into any branch for deeper forecasting.

Epistemic check

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Evaluate any claim with weighted pros & cons, and a total confidence score

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