TRANSPARENCY BY DESIGN
Trust must be earned.
Inspect how we research leaders, rank sources, use AI, handle theology, surface uncertainty, and correct errors.
Every conclusion should be inspectable.
We separate factual evidence, theological interpretation, moral principle, prudential judgment, and policy preference. Hamilton live data is sourced from hamilton.ca and official parliamentary pages.
METHODOLOGY
Source standards
Tier 1 official records and direct statements receive the greatest weight.
Explore AIKingdom Lens constitution
Twenty-five operating principles prohibit fabrication and partisan equivalence.
Explore EVIDENCEHonest uncertainty
We do not force conclusions when evidence is limited or contradictory.
Explore ACCOUNTABILITYCorrections
Report errors; meaningful corrections retain editor, timestamp, and change history.
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