Experiments

  • An accountability trail for AI decisions

    When an AI shapes a decision about a person, can you later show what happened and who was accountable? We built a thin governance layer that records exactly that.

    See experiment: An accountability trail for AI decisions
  • Crowdsourcing park accessibility info

    We tested whether AI tagging and semantic search could replace the periodic manual update cycle that causes government information services to slowly become unreliable.

    See experiment: Crowdsourcing park accessibility info
  • AI powered staff writing assistant

    We tested whether a language model could reliably check government web copy against an official style guide and give writers specific, actionable feedback without a human editor in the loop.

    See experiment: AI powered staff writing assistant