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Open Data, Open Source, Open AI

This is what makes the meritocracy claim verifiable instead of just asserted.

  • Open source. The code that runs the voting, the matching and the scoring is open, so anyone can read it and confirm it does what we say.
  • Open data. The data behind trust scores, candidate records and community votes is open, so a citizen can re-run the numbers and get the same answer. Where data is private by design — a citizen's own local files — we say so plainly.
  • Open AI. Open models where we can, open prompts and open method always. A citizen can see why the AI concluded what it concluded, and disagree with it. AI advises citizens here; it never decides for them.
  • This is what makes the meritocracy claim verifiable instead of just asserted.

Part of Meritocracy on This Community's Own Basis on We The Citizens S.