Contact

For questions about the dataset, scoring methodology, model coverage, or benchmark results, contact Jonathan R Reed through the author site.

Researchers interested in using PoliBench data, extending the question bank, or collaborating on AI political behavior analysis are welcome to reach out.

For privacy questions, data review requests, or removal inquiries related to published benchmark rows, see the Privacy Policy or contact Jonathan R Reed.

Can I use PoliBench data in my research? Yes. All published benchmark results are openly available for academic and commercial research. Please cite the benchmark appropriately when referencing scores or model rankings in published work.

How often are models re-evaluated? New model releases are added to the evaluation queue on a rolling basis. The reference dataset is updated whenever significant new models become available through public APIs.

Can I suggest new questions or topics? The question bank is versioned and evolves over time. Proposals for new axes, topic expansions, or wording refinements are welcome for consideration in future releases.