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Honeycomb Close-Up

Democracy should remember what power promises.

LighthouseHive builds topic-specific, expert-validated AI libraries — called Hives — that make government and institutional commitments searchable, comparable, and accountable, across treaties, forums, and decades.

Thousands of statements per year

Official statements and policies are scattered across government websites, repositories and conference proceedings: rarely indexed, never searchable together

No platforms for systematic tracking

Impossible for the public to trace and track what governments said on a particular issue over time

Accountability without memory impossible

Without institutional memory, commitments expire quietly. Governments cycle through promises with no mechanism to surface contradictions or broken pledges

The problem: opacity disguised as information

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